v0.3.40: copilot improvements, knowledgebase improvements, security improvements, billing fixes

This reverts commit aa84c75360.

.devcontainer/.bashrc

@@ -1,4 +1,4 @@
-# Sim Studio Development Environment Bashrc
+# Sim Development Environment Bashrc
 # This gets sourced by post-create.sh
 
 # Enhanced prompt with git branch info
@@ -17,7 +17,7 @@ alias ...="cd ../.."
 alias pgc="PGPASSWORD=postgres psql -h db -U postgres -d simstudio"
 alias check-db="PGPASSWORD=postgres psql -h db -U postgres -c '\l'"
 
-# Sim Studio specific aliases
+# Sim specific aliases
 alias logs="cd /workspace/apps/sim && tail -f logs/*.log 2>/dev/null || echo 'No log files found'"
 alias sim-start="cd /workspace && bun run dev"
 alias sim-migrate="cd /workspace/apps/sim && bunx drizzle-kit push"
@@ -45,7 +45,7 @@ if [ -z "$SIM_WELCOME_SHOWN" ]; then
   
   echo ""
   echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
-  echo "🚀 Welcome to Sim Studio development environment!"
+  echo "🚀 Welcome to Sim development environment!"
   echo ""
   echo "Available commands:"
   echo "  sim-start    - Start all apps in development mode"

.devcontainer/README.md

@@ -1,4 +1,4 @@
-# Sim Studio Development Container
+# Sim Development Container
 
 This directory contains configuration files for Visual Studio Code Dev Containers / GitHub Codespaces. Dev containers provide a consistent, isolated development environment for this project.
 

.devcontainer/devcontainer.json

@@ -1,5 +1,5 @@
 {
-  "name": "Sim Studio Dev Environment",
+  "name": "Sim Dev Environment",
   "dockerComposeFile": "docker-compose.yml",
   "service": "app",
   "workspaceFolder": "/workspace",

.devcontainer/docker-compose.yml

@@ -9,8 +9,8 @@ services:
     command: sleep infinity
     environment:
       - NODE_ENV=development
-      - DATABASE_URL=postgresql://postgres:postgres@db:5432/simstudio
-      - POSTGRES_URL=postgresql://postgres:postgres@db:5432/simstudio
+      - DATABASE_URL=postgresql://postgres:postgres@db:${POSTGRES_PORT:-5432}/simstudio
+      - POSTGRES_URL=postgresql://postgres:postgres@db:${POSTGRES_PORT:-5432}/simstudio
       - BETTER_AUTH_URL=http://localhost:3000
       - NEXT_PUBLIC_APP_URL=http://localhost:3000
       - BUN_INSTALL_CACHE_DIR=/home/bun/.bun/cache
@@ -39,7 +39,7 @@ services:
     command: sleep infinity
     environment:
       - NODE_ENV=development
-      - DATABASE_URL=postgresql://postgres:postgres@db:5432/simstudio
+      - DATABASE_URL=postgresql://postgres:postgres@db:${POSTGRES_PORT:-5432}/simstudio
       - BETTER_AUTH_URL=http://localhost:3000
       - NEXT_PUBLIC_APP_URL=http://localhost:3000
     depends_on:
@@ -60,7 +60,7 @@ services:
       context: ..
       dockerfile: docker/db.Dockerfile
     environment:
-      - DATABASE_URL=postgresql://postgres:postgres@db:5432/simstudio
+      - DATABASE_URL=postgresql://postgres:postgres@db:${POSTGRES_PORT:-5432}/simstudio
     depends_on:
       db:
         condition: service_healthy
@@ -77,7 +77,7 @@ services:
       - POSTGRES_PASSWORD=postgres
       - POSTGRES_DB=simstudio
     ports:
-      - "5432:5432"
+      - "${POSTGRES_PORT:-5432}:5432"
     healthcheck:
       test: ["CMD-SHELL", "pg_isready -U postgres"]
       interval: 5s

.devcontainer/post-create.sh

@@ -3,7 +3,7 @@
 # Exit on error, but with some error handling
 set -e
 
-echo "🔧 Setting up Sim Studio development environment..."
+echo "🔧 Setting up Sim development environment..."
 
 # Change to the workspace root directory
 cd /workspace
@@ -85,7 +85,7 @@ echo "Waiting for database to be ready..."
 # Add additional helpful aliases to .bashrc
 cat << EOF >> ~/.bashrc
 
-# Additional Sim Studio Development Aliases
+# Additional Sim Development Aliases
 alias migrate="cd /workspace/apps/sim && DATABASE_URL=postgresql://postgres:postgres@db:5432/simstudio bunx drizzle-kit push"
 alias generate="cd /workspace/apps/sim && bunx drizzle-kit generate"
 alias dev="cd /workspace && bun run dev"
@@ -104,7 +104,7 @@ unset SIM_WELCOME_SHOWN
 
 echo ""
 echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
-echo "✅ Sim Studio development environment setup complete!"
+echo "✅ Sim development environment setup complete!"
 echo ""
 echo "Your environment is now ready. A new terminal session will show"
 echo "available commands. You can start the development server with:"

.github/CODE_OF_CONDUCT.md

@@ -1,4 +1,4 @@
-# Code of Conduct - Sim Studio
+# Code of Conduct - Sim
 
 ## Our Pledge
 
@@ -55,7 +55,7 @@ representative at an online or offline event.
 ## Enforcement
 
 Instances of abusive, harassing, or otherwise unacceptable behaviour may be
-reported to the community leaders responsible for enforcement at <waleed@simstudio.ai>.
+reported to the community leaders responsible for enforcement at <waleed@sim.ai>.
 All complaints will be reviewed and investigated promptly and fairly.
 
 All community leaders are obligated to respect the privacy and security of the

.github/CONTRIBUTING.md

@@ -1,9 +1,9 @@
-# Contributing to Sim Studio
+# Contributing to Sim
 
-Thank you for your interest in contributing to Sim Studio! Our goal is to provide developers with a powerful, user-friendly platform for building, testing, and optimizing agentic workflows. We welcome contributions in all forms—from bug fixes and design improvements to brand-new features.
+Thank you for your interest in contributing to Sim! Our goal is to provide developers with a powerful, user-friendly platform for building, testing, and optimizing agentic workflows. We welcome contributions in all forms—from bug fixes and design improvements to brand-new features.
 
 > **Project Overview:**  
-> Sim Studio is a monorepo using Turborepo, containing the main application (`apps/sim/`), documentation (`apps/docs/`), and shared packages (`packages/`). The main application is built with Next.js (app router), ReactFlow, Zustand, Shadcn, and Tailwind CSS. Please ensure your contributions follow our best practices for clarity, maintainability, and consistency.
+> Sim is a monorepo using Turborepo, containing the main application (`apps/sim/`), documentation (`apps/docs/`), and shared packages (`packages/`). The main application is built with Next.js (app router), ReactFlow, Zustand, Shadcn, and Tailwind CSS. Please ensure your contributions follow our best practices for clarity, maintainability, and consistency.
 
 ---
 
@@ -130,7 +130,7 @@ To set up your local development environment:
 
 ### Option 1: Using NPM Package (Simplest)
 
-The easiest way to run Sim Studio locally is using our NPM package:
+The easiest way to run Sim locally is using our NPM package:
 
 ```bash
 npx simstudio
@@ -140,7 +140,7 @@ After running this command, open [http://localhost:3000/](http://localhost:3000/
 
 #### Options
 
-- `-p, --port <port>`: Specify the port to run Sim Studio on (default: 3000)
+- `-p, --port <port>`: Specify the port to run Sim on (default: 3000)
 - `--no-pull`: Skip pulling the latest Docker images
 
 #### Requirements
@@ -154,7 +154,7 @@ After running this command, open [http://localhost:3000/](http://localhost:3000/
 git clone https://github.com/<your-username>/sim.git
 cd sim
 
-# Start Sim Studio
+# Start Sim
 docker compose -f docker-compose.prod.yml up -d
 ```
 
@@ -162,15 +162,19 @@ Access the application at [http://localhost:3000/](http://localhost:3000/)
 
 #### Using Local Models
 
-To use local models with Sim Studio:
+To use local models with Sim:
 
-1. Pull models using our helper script:
+1. Install Ollama and pull models:
 
 ```bash
-./apps/sim/scripts/ollama_docker.sh pull <model_name>
+# Install Ollama (if not already installed)
+curl -fsSL https://ollama.ai/install.sh | sh
+
+# Pull a model (e.g., gemma3:4b)
+ollama pull gemma3:4b
 ```
 
-2. Start Sim Studio with local model support:
+2. Start Sim with local model support:
 
 ```bash
 # With NVIDIA GPU support
@@ -276,7 +280,7 @@ When working on email templates, you can preview them using a local email previe
 
 ## Adding New Blocks and Tools
 
-Sim Studio is built in a modular fashion where blocks and tools extend the platform's functionality. To maintain consistency and quality, please follow the guidelines below when adding a new block or tool.
+Sim is built in a modular fashion where blocks and tools extend the platform's functionality. To maintain consistency and quality, please follow the guidelines below when adding a new block or tool.
 
 ### Where to Add Your Code
 
@@ -301,8 +305,8 @@ In addition, you will need to update the registries:
 
    ```typescript:/apps/sim/blocks/blocks/pinecone.ts
    import { PineconeIcon } from '@/components/icons'
-   import { PineconeResponse } from '@/tools/pinecone/types'
-   import { BlockConfig } from '../types'
+   import type { BlockConfig } from '@/blocks/types'
+   import type { PineconeResponse } from '@/tools/pinecone/types'
 
    export const PineconeBlock: BlockConfig<PineconeResponse> = {
      type: 'pinecone',
@@ -313,13 +317,58 @@ In addition, you will need to update the registries:
      bgColor: '#123456',
      icon: PineconeIcon,
 
-     // If this block requires OAuth authentication
-     provider: 'pinecone',
-
-     // Define subBlocks for the UI configuration
      subBlocks: [
-       // Block configuration options
+       {
+         id: 'operation',
+         title: 'Operation',
+         type: 'dropdown',
+         layout: 'full',
+         required: true,
+         options: [
+           { label: 'Generate Embeddings', id: 'generate' },
+           { label: 'Search Text', id: 'search_text' },
+         ],
+         value: () => 'generate',
+       },
+       {
+         id: 'apiKey',
+         title: 'API Key',
+         type: 'short-input',
+         layout: 'full',
+         placeholder: 'Your Pinecone API key',
+         password: true,
+         required: true,
+       },
      ],
+
+     tools: {
+       access: ['pinecone_generate_embeddings', 'pinecone_search_text'],
+       config: {
+         tool: (params: Record<string, any>) => {
+           switch (params.operation) {
+             case 'generate':
+               return 'pinecone_generate_embeddings'
+             case 'search_text':
+               return 'pinecone_search_text'
+             default:
+               throw new Error('Invalid operation selected')
+           }
+         },
+       },
+     },
+
+     inputs: {
+       operation: { type: 'string', description: 'Operation to perform' },
+       apiKey: { type: 'string', description: 'Pinecone API key' },
+       searchQuery: { type: 'string', description: 'Search query text' },
+       topK: { type: 'string', description: 'Number of results to return' },
+     },
+
+     outputs: {
+       matches: { type: 'any', description: 'Search results or generated embeddings' },
+       data: { type: 'any', description: 'Response data from Pinecone' },
+       usage: { type: 'any', description: 'API usage statistics' },
+     },
    }
    ```
 
@@ -367,8 +416,8 @@ In addition, you will need to update the registries:
    Your tool should export a constant with a naming convention of `{toolName}Tool`. The tool ID should follow the format `{provider}_{tool_name}`. For example:
 
    ```typescript:/apps/sim/tools/pinecone/fetch.ts
-   import { ToolConfig, ToolResponse } from '../types'
-   import { PineconeParams, PineconeResponse } from './types'
+   import { ToolConfig, ToolResponse } from '@/tools/types'
+   import { PineconeParams, PineconeResponse } from '@/tools/pinecone/types'
 
    export const fetchTool: ToolConfig<PineconeParams, PineconeResponse> = {
      id: 'pinecone_fetch', // Follow the {provider}_{tool_name} format
@@ -399,9 +448,6 @@ In addition, you will need to update the registries:
      transformResponse: async (response: Response) => {
        // Transform response
      },
-     transformError: (error) => {
-       // Handle errors
-     },
    }
    ```
 
@@ -409,7 +455,7 @@ In addition, you will need to update the registries:
    Update the tools registry in `/apps/sim/tools/index.ts` to include your new tool:
 
    ```typescript:/apps/sim/tools/index.ts
-   import { fetchTool, generateEmbeddingsTool, searchTextTool } from './pinecone'
+   import { fetchTool, generateEmbeddingsTool, searchTextTool } from '/@tools/pinecone'
    // ... other imports
 
    export const tools: Record<string, ToolConfig> = {
@@ -443,7 +489,7 @@ Maintaining consistent naming across the codebase is critical for auto-generatio
 
 ### Parameter Visibility System
 
-Sim Studio implements a sophisticated parameter visibility system that controls how parameters are exposed to users and LLMs in agent workflows. Each parameter can have one of four visibility levels:
+Sim implements a sophisticated parameter visibility system that controls how parameters are exposed to users and LLMs in agent workflows. Each parameter can have one of four visibility levels:
 
 | Visibility  | User Sees | LLM Sees | How It Gets Set                |
 |-------------|-----------|----------|--------------------------------|
@@ -488,7 +534,7 @@ This visibility system ensures clean user interfaces while maintaining full flex
 
 ### Guidelines & Best Practices
 
-- **Code Style:** Follow the project's ESLint and Prettier configurations. Use meaningful variable names and small, focused functions.
+- **Code Style:** Follow the project's Biome configurations. Use meaningful variable names and small, focused functions.
 - **Documentation:** Clearly document the purpose, inputs, outputs, and any special behavior for your block/tool.
 - **Error Handling:** Implement robust error handling and provide user-friendly error messages.
 - **Parameter Visibility:** Always specify the appropriate visibility level for each parameter to ensure proper UI behavior and LLM integration.
@@ -509,7 +555,7 @@ This project is licensed under the Apache License 2.0. By contributing, you agre
 
 By contributing to this repository, you agree that your contributions are provided under the terms of the Apache License Version 2.0, as included in the LICENSE file of this repository.
 
-In addition, by submitting your contributions, you grant Sim Studio, Inc. ("The Licensor") a perpetual, irrevocable, worldwide, royalty-free, sublicensable right and license to:
+In addition, by submitting your contributions, you grant Sim, Inc. ("The Licensor") a perpetual, irrevocable, worldwide, royalty-free, sublicensable right and license to:
 
 - Use, copy, modify, distribute, publicly display, publicly perform, and prepare derivative works of your contributions.
 - Incorporate your contributions into other works or products.
@@ -521,4 +567,4 @@ If you do not agree with these terms, you must not contribute your work to this
 
 ---
 
-Thank you for taking the time to contribute to Sim Studio. We truly appreciate your efforts and look forward to collaborating with you!
+Thank you for taking the time to contribute to Sim. We truly appreciate your efforts and look forward to collaborating with you!

.github/PULL_REQUEST_TEMPLATE.md

@@ -1,42 +1,25 @@
-## Description
+## Summary
+Brief description of what this PR does and why.
 
-Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context.
+Fixes #(issue)
 
-Fixes # (issue)
+## Type of Change
+- [ ] Bug fix
+- [ ] New feature  
+- [ ] Breaking change
+- [ ] Documentation
+- [ ] Other: ___________
 
-## Type of change
+## Testing
+How has this been tested? What should reviewers focus on?
 
-Please delete options that are not relevant.
-
-- [ ] Bug fix (non-breaking change which fixes an issue)
-- [ ] New feature (non-breaking change which adds functionality)
-- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
-- [ ] Documentation update
-- [ ] Security enhancement
-- [ ] Performance improvement
-- [ ] Code refactoring (no functional changes)
-
-## How Has This Been Tested?
-
-Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration.
-
-## Checklist:
-
-- [ ] My code follows the style guidelines of this project
-- [ ] I have performed a self-review of my own code
-- [ ] I have commented my code, particularly in hard-to-understand areas
-- [ ] I have added tests that prove my fix is effective or that my feature works
-- [ ] All tests pass locally and in CI (`bun run test`)
-- [ ] My changes generate no new warnings
-- [ ] Any dependent changes have been merged and published in downstream modules
-- [ ] I have updated version numbers as needed (if needed)
+## Checklist
+- [ ] Code follows project style guidelines
+- [ ] Self-reviewed my changes
+- [ ] Tests added/updated and passing
+- [ ] No new warnings introduced
 - [ ] I confirm that I have read and agree to the terms outlined in the [Contributor License Agreement (CLA)](./CONTRIBUTING.md#contributor-license-agreement-cla)
 
-## Security Considerations:
-
-- [ ] My changes do not introduce any new security vulnerabilities
-- [ ] I have considered the security implications of my changes
-
-## Additional Information:
-
-Any additional information, configuration or data that might be necessary to reproduce the issue or use the feature.
+## Screenshots/Videos
+<!-- If applicable, add screenshots or videos to help explain your changes -->
+<!-- For UI changes, before/after screenshots are especially helpful -->

.github/SECURITY.md

@@ -8,11 +8,11 @@
 
 ## Reporting a Vulnerability
 
-We take the security of Sim Studio seriously. If you believe you've found a security vulnerability, please follow these steps:
+We take the security of Sim seriously. If you believe you've found a security vulnerability, please follow these steps:
 
 1. **Do not disclose the vulnerability publicly** or to any third parties.
 
-2. **Email us directly** at security@simstudio.ai with details of the vulnerability.
+2. **Email us directly** at security@sim.ai with details of the vulnerability.
 
 3. **Include the following information** in your report:
 

.github/workflows/build.yml

@@ -85,8 +85,8 @@ jobs:
           push: ${{ github.event_name != 'pull_request' }}
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
-          cache-from: type=gha,scope=build-v2
-          cache-to: type=gha,mode=max,scope=build-v2
+          cache-from: type=gha,scope=build-v3
+          cache-to: type=gha,mode=max,scope=build-v3
           provenance: false
           sbom: false
 

.github/workflows/ci.yml

@@ -31,14 +31,14 @@ jobs:
       - name: Run tests with coverage
         env:
           NODE_OPTIONS: '--no-warnings'
-          NEXT_PUBLIC_APP_URL: 'https://www.simstudio.ai'
+          NEXT_PUBLIC_APP_URL: 'https://www.sim.ai'
           ENCRYPTION_KEY: '7cf672e460e430c1fba707575c2b0e2ad5a99dddf9b7b7e3b5646e630861db1c' # dummy key for CI only
         run: bun run test
 
       - name: Build application
         env:
           NODE_OPTIONS: '--no-warnings'
-          NEXT_PUBLIC_APP_URL: 'https://www.simstudio.ai'
+          NEXT_PUBLIC_APP_URL: 'https://www.sim.ai'
           STRIPE_SECRET_KEY: 'dummy_key_for_ci_only'
           STRIPE_WEBHOOK_SECRET: 'dummy_secret_for_ci_only'
           RESEND_API_KEY: 'dummy_key_for_ci_only'

.github/workflows/docs-embeddings.yml

@@ -0,0 +1,38 @@
+name: Process Docs Embeddings
+
+on:
+  push:
+    branches: [main, staging]
+    paths:
+      - 'apps/docs/**'
+  workflow_dispatch: # Allow manual triggering
+
+jobs:
+  process-docs-embeddings:
+    name: Process Documentation Embeddings
+    runs-on: ubuntu-latest
+    if: github.ref == 'refs/heads/main' || github.ref == 'refs/heads/staging'
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: latest
+
+      - name: Setup Node
+        uses: actions/setup-node@v4
+        with:
+          node-version: latest
+
+      - name: Install dependencies
+        run: bun install
+
+      - name: Process docs embeddings
+        working-directory: ./apps/sim
+        env:
+          DATABASE_URL: ${{ github.ref == 'refs/heads/main' && secrets.DATABASE_URL || secrets.STAGING_DATABASE_URL }}
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+        run: bun run scripts/process-docs-embeddings.ts --clear 

.github/workflows/trigger-deploy.yml

@@ -0,0 +1,44 @@
+name: Trigger.dev Deploy
+
+on:
+  push:
+    branches:
+      - main
+      - staging
+
+jobs:
+  deploy:
+    name: Trigger.dev Deploy
+    runs-on: ubuntu-latest
+    concurrency:
+      group: trigger-deploy-${{ github.ref }}
+      cancel-in-progress: false
+    env:
+      TRIGGER_ACCESS_TOKEN: ${{ secrets.TRIGGER_ACCESS_TOKEN }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 'lts/*'
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: latest
+
+      - name: Install dependencies
+        run: bun install
+
+      - name: Deploy to Staging
+        if: github.ref == 'refs/heads/staging'
+        working-directory: ./apps/sim
+        run: npx --yes trigger.dev@4.0.1 deploy -e staging
+
+      - name: Deploy to Production
+        if: github.ref == 'refs/heads/main'
+        working-directory: ./apps/sim
+        run: npx --yes trigger.dev@4.0.1 deploy
+

.gitignore

@@ -65,4 +65,7 @@ start-collector.sh
 .turbo
 
 # VSCode
-.vscode
+.vscode
+
+## Helm Chart Tests
+helm/sim/test

NOTICE

@@ -1,4 +1,4 @@
 Sim Studio
 Copyright 2025 Sim Studio
 
-This product includes software developed for the Sim Studio project. 
+This product includes software developed for the Sim project. 

README.md

@@ -1,50 +1,46 @@
 <p align="center">
-  <img src="apps/sim/public/static/sim.png" alt="Sim Studio Logo" width="500"/>
+  <a href="https://sim.ai" target="_blank" rel="noopener noreferrer">
+    <img src="apps/sim/public/logo/reverse/text/large.png" alt="Sim Logo" width="500"/>
+  </a>
+</p>
+
+<p align="center">Build and deploy AI agent workflows in minutes.</p>
+
+<p align="center">
+  <a href="https://sim.ai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/sim.ai-6F3DFA" alt="Sim.ai"></a>
+  <a href="https://discord.gg/Hr4UWYEcTT" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Discord-Join%20Server-5865F2?logo=discord&logoColor=white" alt="Discord"></a>
+  <a href="https://x.com/simdotai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/twitter/follow/simstudioai?style=social" alt="Twitter"></a>
+  <a href="https://docs.sim.ai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Docs-6F3DFA.svg" alt="Documentation"></a>
 </p>
 
 <p align="center">
-  <a href="https://www.apache.org/licenses/LICENSE-2.0"><img src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" alt="License: Apache-2.0"></a>
-  <a href="https://discord.gg/Hr4UWYEcTT"><img src="https://img.shields.io/badge/Discord-Join%20Server-7289DA?logo=discord&logoColor=white" alt="Discord"></a>
-  <a href="https://x.com/simstudioai"><img src="https://img.shields.io/twitter/follow/simstudioai?style=social" alt="Twitter"></a>
-  <a href="https://github.com/simstudioai/sim/pulls"><img src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg" alt="PRs welcome"></a>
-  <a href="https://docs.simstudio.ai"><img src="https://img.shields.io/badge/Docs-visit%20documentation-blue.svg" alt="Documentation"></a>
+  <img src="apps/sim/public/static/demo.gif" alt="Sim Demo" width="800"/>
 </p>
 
-<p align="center">
-  <strong>Sim Studio</strong> is a lightweight, user-friendly platform for building AI agent workflows.
-</p>
+## Quickstart
 
-<p align="center">
-  <img src="apps/sim/public/static/demo.gif" alt="Sim Studio Demo" width="800"/>
-</p>
+### Cloud-hosted: [sim.ai](https://sim.ai)
 
-## Getting Started
+<a href="https://sim.ai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/sim.ai-6F3DFA?logo=data:image/svg%2bxml;base64,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&logoColor=white" alt="Sim.ai"></a>
 
-1. Use our [cloud-hosted version](https://simstudio.ai)
-2. Self-host using one of the methods below
-
-## Self-Hosting Options
-
-### Option 1: NPM Package (Simplest)
-
-The easiest way to run Sim Studio locally is using our [NPM package](https://www.npmjs.com/package/simstudio?activeTab=readme):
+### Self-hosted: NPM Package
 
 ```bash
 npx simstudio
 ```
+→ http://localhost:3000
 
-After running these commands, open [http://localhost:3000/](http://localhost:3000/) in your browser.
+#### Note
+Docker must be installed and running on your machine.
 
 #### Options
 
-- `-p, --port <port>`: Specify the port to run Sim Studio on (default: 3000)
-- `--no-pull`: Skip pulling the latest Docker images
+| Flag | Description |
+|------|-------------|
+| `-p, --port <port>` | Port to run Sim on (default `3000`) |
+| `--no-pull` | Skip pulling latest Docker images |
 
-#### Requirements
-
-- Docker must be installed and running on your machine
-
-### Option 2: Docker Compose
+### Self-hosted: Docker Compose
 
 ```bash
 # Clone the repository
@@ -53,49 +49,43 @@ git clone https://github.com/simstudioai/sim.git
 # Navigate to the project directory
 cd sim
 
-# Start Sim Studio
+# Start Sim
 docker compose -f docker-compose.prod.yml up -d
 ```
 
 Access the application at [http://localhost:3000/](http://localhost:3000/)
 
-#### Using Local Models
+#### Using Local Models with Ollama
 
-To use local models with Sim Studio:
-
-1. Pull models using our helper script:
+Run Sim with local AI models using [Ollama](https://ollama.ai) - no external APIs required:
 
 ```bash
-./apps/sim/scripts/ollama_docker.sh pull <model_name>
+# Start with GPU support (automatically downloads gemma3:4b model)
+docker compose -f docker-compose.ollama.yml --profile setup up -d
+
+# For CPU-only systems:
+docker compose -f docker-compose.ollama.yml --profile cpu --profile setup up -d
 ```
 
-2. Start Sim Studio with local model support:
-
+Wait for the model to download, then visit [http://localhost:3000](http://localhost:3000). Add more models with:
 ```bash
-# With NVIDIA GPU support
-docker compose --profile local-gpu -f docker-compose.ollama.yml up -d
-
-# Without GPU (CPU only)
-docker compose --profile local-cpu -f docker-compose.ollama.yml up -d
-
-# If hosting on a server, update the environment variables in the docker-compose.prod.yml file to include the server's public IP then start again (OLLAMA_URL to i.e. http://1.1.1.1:11434)
-docker compose -f docker-compose.prod.yml up -d
+docker compose -f docker-compose.ollama.yml exec ollama ollama pull llama3.1:8b
 ```
 
-### Option 3: Dev Containers
+### Self-hosted: Dev Containers
 
 1. Open VS Code with the [Remote - Containers extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers)
 2. Open the project and click "Reopen in Container" when prompted
 3. Run `bun run dev:full` in the terminal or use the `sim-start` alias
    - This starts both the main application and the realtime socket server
 
-### Option 4: Manual Setup
+### Self-hosted: Manual Setup
 
 **Requirements:**
 - [Bun](https://bun.sh/) runtime
 - PostgreSQL 12+ with [pgvector extension](https://github.com/pgvector/pgvector) (required for AI embeddings)
 
-**Note:** Sim Studio uses vector embeddings for AI features like knowledge bases and semantic search, which requires the `pgvector` PostgreSQL extension.
+**Note:** Sim uses vector embeddings for AI features like knowledge bases and semantic search, which requires the `pgvector` PostgreSQL extension.
 
 1. Clone and install dependencies:
 
@@ -164,6 +154,13 @@ cd apps/sim
 bun run dev:sockets
 ```
 
+## Copilot API Keys
+
+Copilot is a Sim-managed service. To use Copilot on a self-hosted instance:
+
+- Go to https://sim.ai → Settings → Copilot and generate a Copilot API key
+- Set `COPILOT_API_KEY` in your self-hosted environment to that value
+
 ## Tech Stack
 
 - **Framework**: [Next.js](https://nextjs.org/) (App Router)
@@ -186,4 +183,4 @@ We welcome contributions! Please see our [Contributing Guide](.github/CONTRIBUTI
 
 This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details.
 
-<p align="center">Made with ❤️ by the Sim Studio Team</p>
+<p align="center">Made with ❤️ by the Sim Team</p>

apps/docs/app/(docs)/layout.tsx

@@ -23,12 +23,12 @@ export default function Layout({ children }: { children: ReactNode }) {
       <DocsLayout
         tree={source.pageTree}
         nav={{
-          title: <div className='flex items-center font-medium'>Sim Studio</div>,
+          title: <div className='flex items-center font-medium'>Sim</div>,
         }}
         links={[
           {
-            text: 'Visit Sim Studio',
-            url: 'https://simstudio.ai',
+            text: 'Visit Sim',
+            url: 'https://sim.ai',
             icon: <ExternalLink className='h-4 w-4' />,
           },
         ]}

apps/docs/app/layout.tsx

@@ -22,7 +22,7 @@ export default function Layout({ children }: { children: ReactNode }) {
 }
 
 export const metadata = {
-  title: 'Sim Studio',
+  title: 'Sim',
   description:
     'Build agents in seconds with a drag and drop workflow builder. Access comprehensive documentation to help you create efficient workflows and maximize your automation capabilities.',
   manifest: '/favicon/site.webmanifest',
@@ -37,6 +37,6 @@ export const metadata = {
   appleWebApp: {
     capable: true,
     statusBarStyle: 'default',
-    title: 'Sim Studio Docs',
+    title: 'Sim Docs',
   },
 }

apps/docs/content/docs/blocks/agent.mdx

@@ -61,7 +61,7 @@ The user prompt represents the primary input data for inference processing. This
 
 The Agent block supports multiple LLM providers through a unified inference interface. Available models include:
 
-**OpenAI Models**: GPT-4o, o1, o3, o4-mini, gpt-4.1 (API-based inference)
+**OpenAI Models**: GPT-5, GPT-4o, o1, o3, o4-mini, gpt-4.1 (API-based inference)
 **Anthropic Models**: Claude 3.7 Sonnet (API-based inference)
 **Google Models**: Gemini 2.5 Pro, Gemini 2.0 Flash (API-based inference)
 **Alternative Providers**: Groq, Cerebras, xAI, DeepSeek (API-based inference)

apps/docs/content/docs/blocks/index.mdx

@@ -17,7 +17,7 @@ Blocks are the building components you connect together to create AI workflows.
 
 ## Core Block Types
 
-Sim Studio provides seven core block types that handle the essential functions of AI workflows:
+Sim provides seven core block types that handle the essential functions of AI workflows:
 
 ### Processing Blocks
 - **[Agent](/blocks/agent)** - Chat with AI models (OpenAI, Anthropic, Google, local models)

apps/docs/content/docs/blocks/loop.mdx

@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
 
-The Loop block is a container block in Sim Studio that allows you to execute a group of blocks repeatedly. Loops enable iterative processing in your workflows.
+The Loop block is a container block in Sim that allows you to execute a group of blocks repeatedly. Loops enable iterative processing in your workflows.
 
 <ThemeImage
   lightSrc="/static/light/loop-light.png"

apps/docs/content/docs/blocks/parallel.mdx

@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
 
-The Parallel block is a container block in Sim Studio that allows you to execute multiple instances of blocks concurrently.
+The Parallel block is a container block in Sim that allows you to execute multiple instances of blocks concurrently.
 
 <ThemeImage
   lightSrc="/static/light/parallel-light.png"

apps/docs/content/docs/connections/basics.mdx

@@ -1,6 +1,6 @@
 ---
 title: Connection Basics
-description: Learn how connections work in Sim Studio
+description: Learn how connections work in Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 
 ## How Connections Work
 
-Connections are the pathways that allow data to flow between blocks in your workflow. When you connect two blocks in Sim Studio, you're establishing a data flow relationship that defines how information passes from one block to another.
+Connections are the pathways that allow data to flow between blocks in your workflow. When you connect two blocks in Sim, you're establishing a data flow relationship that defines how information passes from one block to another.
 
 <Callout type="info">
   Each connection represents a directed relationship where data flows from a source block's output

apps/docs/content/docs/connections/data-structure.mdx

@@ -84,7 +84,7 @@ Different block types produce different output structures. Here's what you can e
     ```json
     {
       "content": "Evaluation summary",
-      "model": "gpt-4o",
+      "model": "gpt-5",
       "tokens": {
         "prompt": 120,
         "completion": 85,

apps/docs/content/docs/connections/index.mdx

@@ -21,7 +21,7 @@ Connections are the pathways that allow data to flow between blocks in your work
 
 ## Connection Types
 
-Sim Studio supports different types of connections that enable various workflow patterns:
+Sim supports different types of connections that enable various workflow patterns:
 
 <Cards>
   <Card title="Connection Basics" href="/connections/basics">

apps/docs/content/docs/copilot/index.mdx

@@ -0,0 +1,94 @@
+---
+title: Copilot
+description: Build and edit workflows with Sim Copilot
+---
+
+import { Callout } from 'fumadocs-ui/components/callout'
+import { Card, Cards } from 'fumadocs-ui/components/card'
+import { MessageCircle, Package, Zap, Infinity as InfinityIcon, Brain, BrainCircuit } from 'lucide-react'
+
+Copilot is your in-editor assistant that helps you build, understand, and improve workflows. It can:
+
+- **Explain**: Answer questions about Sim and your current workflow
+- **Guide**: Suggest edits and best practices
+- **Edit**: Make changes to blocks, connections, and settings when you approve
+
+<Callout type="info">
+  Copilot is a Sim-managed service. For self-hosted deployments, generate a Copilot API key in the hosted app (sim.ai → Settings → Copilot)
+  1. Go to [sim.ai](https://sim.ai) → Settings → Copilot and generate a Copilot API key
+  2. Set `COPILOT_API_KEY` in your self-hosted environment to that value
+</Callout>
+
+## Modes
+
+<Cards>
+  <Card
+    title={
+      <span className="inline-flex items-center gap-2">
+        <MessageCircle className="h-4 w-4 text-muted-foreground" />
+        Ask
+      </span>
+    }
+  >
+    <div className="m-0 text-sm">
+      Q&A mode for explanations, guidance, and suggestions without making changes to your workflow.
+    </div>
+  </Card>
+  <Card
+    title={
+      <span className="inline-flex items-center gap-2">
+        <Package className="h-4 w-4 text-muted-foreground" />
+        Agent
+      </span>
+    }
+  >
+    <div className="m-0 text-sm">
+      Build-and-edit mode. Copilot proposes specific edits (add blocks, wire variables, tweak settings) and applies them when you approve.
+    </div>
+  </Card>
+</Cards>
+
+## Depth Levels
+
+<Cards>
+  <Card
+    title={
+      <span className="inline-flex items-center gap-2">
+        <Zap className="h-4 w-4 text-muted-foreground" />
+        Fast
+      </span>
+    }
+  >
+    <div className="m-0 text-sm">Quickest and cheapest. Best for small edits, simple workflows, and minor tweaks.</div>
+  </Card>
+  <Card
+    title={
+      <span className="inline-flex items-center gap-2">
+        <InfinityIcon className="h-4 w-4 text-muted-foreground" />
+        Auto
+      </span>
+    }
+  >
+    <div className="m-0 text-sm">Balanced speed and reasoning. Recommended default for most tasks.</div>
+  </Card>
+  <Card
+    title={
+      <span className="inline-flex items-center gap-2">
+        <Brain className="h-4 w-4 text-muted-foreground" />
+        Advanced
+      </span>
+    }
+  >
+    <div className="m-0 text-sm">More reasoning for larger workflows and complex edits while staying performant.</div>
+  </Card>
+  <Card
+    title={
+      <span className="inline-flex items-center gap-2">
+        <BrainCircuit className="h-4 w-4 text-muted-foreground" />
+        Behemoth
+      </span>
+    }
+  >
+    <div className="m-0 text-sm">Maximum reasoning for deep planning, debugging, and complex architectural changes.</div>
+  </Card>
+</Cards> 

apps/docs/content/docs/copilot/meta.json

@@ -0,0 +1,4 @@
+{
+  "title": "Copilot",
+  "pages": ["index"]
+}

apps/docs/content/docs/execution/advanced.mdx

@@ -1,6 +1,6 @@
 ---
 title: Logging and Cost Calculation
-description: Understanding workflow logs and how execution costs are calculated in Sim Studio
+description: Understanding workflow logs and how execution costs are calculated in Sim
 ---
 
 import { Accordion, Accordions } from 'fumadocs-ui/components/accordion'
@@ -8,11 +8,11 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
 
-Sim Studio provides comprehensive logging for workflow executions and automatic cost calculation for AI model usage.
+Sim provides comprehensive logging for workflow executions and automatic cost calculation for AI model usage.
 
 ## Logging System
 
-Sim Studio offers two complementary logging interfaces:
+Sim offers two complementary logging interfaces:
 
 ### Real-Time Console (Manual Executions)
 
@@ -132,23 +132,29 @@ The snapshot provides:
 
 ## Cost Calculation
 
-Sim Studio automatically calculates costs for all AI model usage:
+Sim automatically calculates costs for all AI model usage:
 
 ### How Costs Are Calculated
 
+Every workflow execution includes two cost components:
+
+**Base Execution Charge**: $0.001 per execution
+
+**AI Model Usage**: Variable cost based on token consumption
 ```javascript
-cost = (inputTokens × inputPrice + outputTokens × outputPrice) / 1,000,000
+modelCost = (inputTokens × inputPrice + outputTokens × outputPrice) / 1,000,000
+totalCost = baseExecutionCharge + modelCost
 ```
 
 <Callout type="info">
-  Prices are per million tokens. The calculation divides by 1,000,000 to get the actual cost.
+  AI model prices are per million tokens. The calculation divides by 1,000,000 to get the actual cost. Workflows without AI blocks only incur the base execution charge.
 </Callout>
 
 ### Pricing Options
 
 <Tabs items={['Hosted Models', 'Bring Your Own API Key']}>
   <Tab>
-    **Hosted Models** - Sim Studio provides API keys with a 2.5x pricing multiplier:
+    **Hosted Models** - Sim provides API keys with a 2.5x pricing multiplier:
     
     | Model | Base Price (Input/Output) | Hosted Price (Input/Output) |
     |-------|---------------------------|----------------------------|

apps/docs/content/docs/execution/basics.mdx

@@ -1,6 +1,6 @@
 ---
 title: Execution Basics
-description: Understanding the fundamental execution flow in Sim Studio
+description: Understanding the fundamental execution flow in Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -22,7 +22,7 @@ import {
 } from '@/components/icons'
 import { Video } from '@/components/ui/video'
 
-When you run a workflow in Sim Studio, the execution engine follows a systematic process to ensure blocks are executed in the correct order with proper data flow.
+When you run a workflow in Sim, the execution engine follows a systematic process to ensure blocks are executed in the correct order with proper data flow.
 
 ## Execution Flow
 
@@ -152,11 +152,11 @@ Different block types have different execution behaviors:
 
 ## Execution Methods
 
-Sim Studio offers multiple ways to trigger workflow execution:
+Sim offers multiple ways to trigger workflow execution:
 
 ### Manual Execution
 
-Run workflows on-demand through the Sim Studio interface by clicking the "Run" button. This is perfect for:
+Run workflows on-demand through the Sim interface by clicking the "Run" button. This is perfect for:
 
 - Testing during development
 - One-off tasks

apps/docs/content/docs/execution/index.mdx

@@ -1,12 +1,12 @@
 ---
 title: Execution
-description: Understand how workflows are executed in Sim Studio
+description: Understand how workflows are executed in Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Card, Cards } from 'fumadocs-ui/components/card'
 
-Sim Studio's execution engine brings your workflows to life by processing blocks in the correct order, managing data flow, and handling errors gracefully.
+Sim's execution engine brings your workflows to life by processing blocks in the correct order, managing data flow, and handling errors gracefully.
 
 <Callout type="info">
   Every workflow execution follows a deterministic path based on your block connections and logic, ensuring predictable and reliable results.
@@ -21,7 +21,7 @@ Sim Studio's execution engine brings your workflows to life by processing blocks
   </Card>
 
   <Card title="Logging and Cost Calculation" href="/execution/advanced">
-    Understand workflow logs and how execution costs are calculated in Sim Studio
+    Understand workflow logs and how execution costs are calculated in Sim
   </Card>
 </Cards>
 
@@ -56,15 +56,15 @@ Workflows can be executed through multiple channels:
 
 ### Deploy as API
 
-When you deploy a workflow as an API, Sim Studio:
-- Creates a unique HTTP endpoint: `https://simstudio.ai/api/workflows/{workflowId}/execute`
+When you deploy a workflow as an API, Sim:
+- Creates a unique HTTP endpoint: `https://sim.ai/api/workflows/{workflowId}/execute`
 - Generates an API key for authentication
 - Accepts POST requests with JSON payloads
 - Returns workflow execution results as JSON
 
 Example API call:
 ```bash
-curl -X POST https://simstudio.ai/api/workflows/your-workflow-id/execute \
+curl -X POST https://sim.ai/api/workflows/your-workflow-id/execute \
   -H "X-API-Key: your-api-key" \
   -H "Content-Type: application/json" \
   -d '{"input": "your data here"}'
@@ -73,7 +73,7 @@ curl -X POST https://simstudio.ai/api/workflows/your-workflow-id/execute \
 ### Deploy as Chat
 
 Chat deployment creates a conversational interface for your workflow:
-- Hosted on a custom subdomain: `https://your-name.simstudio.ai`
+- Hosted on a custom subdomain: `https://your-name.sim.ai`
 - Optional authentication (public, password, or email-based)
 - Customizable UI with your branding
 - Streaming responses for real-time interaction

apps/docs/content/docs/getting-started/index.mdx

@@ -25,10 +25,10 @@ import {
 } from '@/components/icons'
 import { Video } from '@/components/ui/video'
 
-This tutorial will guide you through building your first AI workflow in Sim Studio. We'll create a people research agent that can find information about individuals using state-of-the-art LLM-Search tools.
+This tutorial will guide you through building your first AI workflow in Sim. We'll create a people research agent that can find information about individuals using state-of-the-art LLM-Search tools.
 
 <Callout type="info">
-  This tutorial takes about 10 minutes and covers the essential concepts of building workflows in Sim Studio.
+  This tutorial takes about 10 minutes and covers the essential concepts of building workflows in Sim.
 </Callout>
 
 ## What We're Building
@@ -52,7 +52,7 @@ A people research agent that:
 
 <Steps>
   <Step title="Create workflow and add AI agent">
-    Open Sim Studio and click "New Workflow" in the dashboard. Name it "Getting Started".
+    Open Sim and click "New Workflow" in the dashboard. Name it "Getting Started".
     
     When you create a new workflow, it automatically includes a **Start block** - this is the entry point that receives input from users. For this example, we'll be triggering the workflow via chat, so we don't need to configure anything on the Start block.
     

apps/docs/content/docs/introduction/index.mdx

@@ -7,9 +7,9 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { File, Files, Folder } from 'fumadocs-ui/components/files'
 import { Features } from '@/components/ui/features'
 
-Sim Studio is a visual workflow editor that enables you to build AI-powered applications by connecting blocks on a canvas. Drag and drop components to create chatbots, automation workflows, and data processing pipelines without writing code.
+Sim is a visual workflow editor that enables you to build AI-powered applications by connecting blocks on a canvas. Drag and drop components to create chatbots, automation workflows, and data processing pipelines without writing code.
 
-## What Makes Sim Studio Powerful
+## What Makes Sim Powerful
 
 **Multi-Model AI Support** - Connect to OpenAI, Anthropic, Google, Groq, Cerebras, and local models through Ollama. Switch providers without rebuilding workflows.
 

apps/docs/content/docs/meta.json

@@ -1,5 +1,5 @@
 {
-  "title": "Sim Studio Documentation",
+  "title": "Sim Documentation",
   "pages": [
     "---Introduction---",
     "./introduction/index",
@@ -12,6 +12,8 @@
     "connections",
     "---Execution---",
     "execution",
+    "---Copilot---",
+    "copilot",
     "---Advanced---",
     "./variables/index",
     "yaml",

apps/docs/content/docs/sdks/python.mdx

@@ -1,6 +1,6 @@
 ---
 title: Python SDK
-description: The official Python SDK for Sim Studio
+description: The official Python SDK for Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -8,7 +8,7 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-The official Python SDK for Sim Studio allows you to execute workflows programmatically from your Python applications.
+The official Python SDK for Sim allows you to execute workflows programmatically from your Python applications.
 
 <Callout type="info">
   The Python SDK supports Python 3.8+ and provides synchronous workflow execution. All workflow executions are currently synchronous.
@@ -32,7 +32,7 @@ from simstudio import SimStudioClient
 # Initialize the client
 client = SimStudioClient(
     api_key="your-api-key-here",
-    base_url="https://simstudio.ai"  # optional, defaults to https://simstudio.ai
+    base_url="https://sim.ai"  # optional, defaults to https://sim.ai
 )
 
 # Execute a workflow
@@ -50,12 +50,12 @@ except Exception as error:
 #### Constructor
 
 ```python
-SimStudioClient(api_key: str, base_url: str = "https://simstudio.ai")
+SimStudioClient(api_key: str, base_url: str = "https://sim.ai")
 ```
 
 **Parameters:**
-- `api_key` (str): Your Sim Studio API key
-- `base_url` (str, optional): Base URL for the Sim Studio API
+- `api_key` (str): Your Sim API key
+- `base_url` (str, optional): Base URL for the Sim API
 
 #### Methods
 
@@ -353,7 +353,7 @@ Configure the client using environment variables:
     # Development configuration
     client = SimStudioClient(
         api_key=os.getenv("SIMSTUDIO_API_KEY"),
-        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://simstudio.ai")
+        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://sim.ai")
     )
     ```
   </Tab>
@@ -369,7 +369,7 @@ Configure the client using environment variables:
 
     client = SimStudioClient(
         api_key=api_key,
-        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://simstudio.ai")
+        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://sim.ai")
     )
     ```
   </Tab>
@@ -378,8 +378,8 @@ Configure the client using environment variables:
 ## Getting Your API Key
 
 <Steps>
-  <Step title="Log in to Sim Studio">
-    Navigate to [Sim Studio](https://simstudio.ai) and log in to your account.
+  <Step title="Log in to Sim">
+    Navigate to [Sim](https://sim.ai) and log in to your account.
   </Step>
   <Step title="Open your workflow">
     Navigate to the workflow you want to execute programmatically.

apps/docs/content/docs/sdks/typescript.mdx

@@ -1,6 +1,6 @@
 ---
 title: TypeScript/JavaScript SDK
-description: The official TypeScript/JavaScript SDK for Sim Studio
+description: The official TypeScript/JavaScript SDK for Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -8,7 +8,7 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-The official TypeScript/JavaScript SDK for Sim Studio allows you to execute workflows programmatically from your Node.js applications, web applications, and other JavaScript environments.
+The official TypeScript/JavaScript SDK for Sim allows you to execute workflows programmatically from your Node.js applications, web applications, and other JavaScript environments.
 
 <Callout type="info">
   The TypeScript SDK provides full type safety and supports both Node.js and browser environments. All workflow executions are currently synchronous.
@@ -46,7 +46,7 @@ import { SimStudioClient } from 'simstudio-ts-sdk';
 // Initialize the client
 const client = new SimStudioClient({
   apiKey: 'your-api-key-here',
-  baseUrl: 'https://simstudio.ai' // optional, defaults to https://simstudio.ai
+  baseUrl: 'https://sim.ai' // optional, defaults to https://sim.ai
 });
 
 // Execute a workflow
@@ -69,8 +69,8 @@ new SimStudioClient(config: SimStudioConfig)
 ```
 
 **Configuration:**
-- `config.apiKey` (string): Your Sim Studio API key
-- `config.baseUrl` (string, optional): Base URL for the Sim Studio API (defaults to `https://simstudio.ai`)
+- `config.apiKey` (string): Your Sim API key
+- `config.baseUrl` (string, optional): Base URL for the Sim API (defaults to `https://sim.ai`)
 
 #### Methods
 
@@ -332,7 +332,7 @@ Configure the client using environment variables:
 
     const client = new SimStudioClient({
       apiKey,
-      baseUrl: process.env.SIMSTUDIO_BASE_URL || 'https://simstudio.ai'
+      baseUrl: process.env.SIMSTUDIO_BASE_URL || 'https://sim.ai'
     });
     ```
   </Tab>
@@ -429,7 +429,7 @@ import { SimStudioClient } from 'simstudio-ts-sdk';
 // Note: In production, use a proxy server to avoid exposing API keys
 const client = new SimStudioClient({
   apiKey: 'your-public-api-key', // Use with caution in browser
-  baseUrl: 'https://simstudio.ai'
+  baseUrl: 'https://sim.ai'
 });
 
 async function executeClientSideWorkflow() {
@@ -539,8 +539,8 @@ function WorkflowComponent() {
 ## Getting Your API Key
 
 <Steps>
-  <Step title="Log in to Sim Studio">
-    Navigate to [Sim Studio](https://simstudio.ai) and log in to your account.
+  <Step title="Log in to Sim">
+    Navigate to [Sim](https://sim.ai) and log in to your account.
   </Step>
   <Step title="Open your workflow">
     Navigate to the workflow you want to execute programmatically.

apps/docs/content/docs/tools/airtable.mdx

@@ -51,7 +51,7 @@ With Airtable, you can:
 - **Automate workflows**: Set up triggers and actions to automate repetitive tasks
 - **Integrate with other tools**: Connect with hundreds of other applications through native integrations and APIs
 
-In Sim Studio, the Airtable integration enables your agents to interact with your Airtable bases programmatically. This allows for seamless data operations like retrieving information, creating new records, and updating existing data - all within your agent workflows. Use Airtable as a dynamic data source or destination for your agents, enabling them to access and manipulate structured information as part of their decision-making and task execution processes.
+In Sim, the Airtable integration enables your agents to interact with your Airtable bases programmatically. This allows for seamless data operations like retrieving information, creating new records, and updating existing data - all within your agent workflows. Use Airtable as a dynamic data source or destination for your agents, enabling them to access and manipulate structured information as part of their decision-making and task execution processes.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -71,19 +71,16 @@ Read records from an Airtable table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token |
 | `baseId` | string | Yes | ID of the Airtable base |
 | `tableId` | string | Yes | ID of the table |
 | `maxRecords` | number | No | Maximum number of records to return |
-| `filterFormula` | string | No | Formula to filter records \(e.g.,  |
+| `filterFormula` | string | No | Formula to filter records \(e.g., "\(\{Field Name\} = \'Value\'\)"\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `records` | string |
-| `metadata` | string |
-| `totalRecords` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `records` | json | Array of retrieved Airtable records |
 
 ### `airtable_get_record`
 
@@ -93,17 +90,16 @@ Retrieve a single record from an Airtable table by its ID
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token |
 | `baseId` | string | Yes | ID of the Airtable base |
 | `tableId` | string | Yes | ID or name of the table |
 | `recordId` | string | Yes | ID of the record to retrieve |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `record` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `record` | json | Retrieved Airtable record with id, createdTime, and fields |
+| `metadata` | json | Operation metadata including record count |
 
 ### `airtable_create_records`
 
@@ -113,16 +109,16 @@ Write new records to an Airtable table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token |
 | `baseId` | string | Yes | ID of the Airtable base |
 | `tableId` | string | Yes | ID or name of the table |
+| `records` | json | Yes | Array of records to create, each with a `fields` object |
+| `fields` | string | No | No description |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `records` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `records` | json | Array of created Airtable records |
 
 ### `airtable_update_record`
 
@@ -132,7 +128,6 @@ Update an existing record in an Airtable table by ID
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token |
 | `baseId` | string | Yes | ID of the Airtable base |
 | `tableId` | string | Yes | ID or name of the table |
 | `recordId` | string | Yes | ID of the record to update |
@@ -140,11 +135,10 @@ Update an existing record in an Airtable table by ID
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `record` | string |
-| `metadata` | string |
-| `updatedFields` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `record` | json | Updated Airtable record with id, createdTime, and fields |
+| `metadata` | json | Operation metadata including record count and updated field names |
 
 ### `airtable_update_multiple_records`
 
@@ -154,39 +148,18 @@ Update multiple existing records in an Airtable table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token |
 | `baseId` | string | Yes | ID of the Airtable base |
 | `tableId` | string | Yes | ID or name of the table |
+| `records` | json | Yes | Array of records to update, each with an `id` and a `fields` object |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `records` | string |
-| `metadata` | string |
-| `updatedRecordIds` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `records` | json | Array of updated Airtable records |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `records` | json | records output from the block |
-| `record` | json | record output from the block |
-| `metadata` | json | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/arxiv.mdx

@@ -0,0 +1,114 @@
+---
+title: ArXiv
+description: Search and retrieve academic papers from ArXiv
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="arxiv"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"  id='logomark' xmlns='http://www.w3.org/2000/svg' viewBox='0 0 17.732 24.269'>
+      <g id='tiny'>
+        <path
+          d='M573.549,280.916l2.266,2.738,6.674-7.84c.353-.47.52-.717.353-1.117a1.218,1.218,0,0,0-1.061-.748h0a.953.953,0,0,0-.712.262Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#bdb9b4'
+        />
+        <path
+          d='M579.525,282.225l-10.606-10.174a1.413,1.413,0,0,0-.834-.5,1.09,1.09,0,0,0-1.027.66c-.167.4-.047.681.319,1.206l8.44,10.242h0l-6.282,7.716a1.336,1.336,0,0,0-.323,1.3,1.114,1.114,0,0,0,1.04.69A.992.992,0,0,0,571,293l8.519-7.92A1.924,1.924,0,0,0,579.525,282.225Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#b31b1b'
+        />
+        <path
+          d='M584.32,293.912l-8.525-10.275,0,0L573.53,280.9l-1.389,1.254a2.063,2.063,0,0,0,0,2.965l10.812,10.419a.925.925,0,0,0,.742.282,1.039,1.039,0,0,0,.953-.667A1.261,1.261,0,0,0,584.32,293.912Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#bdb9b4'
+        />
+      </g>
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[ArXiv](https://arxiv.org/) is a free, open-access repository of scientific research papers in fields such as physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering, systems science, and economics. ArXiv provides a vast collection of preprints and published articles, making it a primary resource for researchers and practitioners worldwide.
+
+With ArXiv, you can:
+
+- **Search for academic papers**: Find research by keywords, author names, titles, categories, and more
+- **Retrieve paper metadata**: Access abstracts, author lists, publication dates, and other bibliographic information
+- **Download full-text PDFs**: Obtain the complete text of most papers for in-depth study
+- **Explore author contributions**: View all papers by a specific author
+- **Stay up-to-date**: Discover the latest submissions and trending topics in your field
+
+In Sim, the ArXiv integration enables your agents to programmatically search, retrieve, and analyze scientific papers from ArXiv. This allows you to automate literature reviews, build research assistants, or incorporate up-to-date scientific knowledge into your agentic workflows. Use ArXiv as a dynamic data source for research, discovery, and knowledge extraction within your Sim projects.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Search for academic papers, retrieve metadata, download papers, and access the vast collection of scientific research on ArXiv.
+
+
+
+## Tools
+
+### `arxiv_search`
+
+Search for academic papers on ArXiv by keywords, authors, titles, or other fields.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `searchQuery` | string | Yes | The search query to execute |
+| `searchField` | string | No | Field to search in: all, ti \(title\), au \(author\), abs \(abstract\), co \(comment\), jr \(journal\), cat \(category\), rn \(report number\) |
+| `maxResults` | number | No | Maximum number of results to return \(default: 10, max: 2000\) |
+| `sortBy` | string | No | Sort by: relevance, lastUpdatedDate, submittedDate \(default: relevance\) |
+| `sortOrder` | string | No | Sort order: ascending, descending \(default: descending\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `papers` | json | Array of papers matching the search query |
+
+### `arxiv_get_paper`
+
+Get detailed information about a specific ArXiv paper by its ID.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `paperId` | string | Yes | ArXiv paper ID \(e.g., "1706.03762"\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `paper` | json | Detailed information about the requested ArXiv paper |
+
+### `arxiv_get_author_papers`
+
+Search for papers by a specific author on ArXiv.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `authorName` | string | Yes | Author name to search for |
+| `maxResults` | number | No | Maximum number of results to return \(default: 10, max: 2000\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `authorPapers` | json | Array of papers authored by the specified author |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `arxiv`

apps/docs/content/docs/tools/browser_use.mdx

@@ -51,7 +51,7 @@ With BrowserUse, you can:
 - **Monitor task execution**: Watch browser tasks run in real-time with visual feedback
 - **Process results programmatically**: Receive structured output from web automation tasks
 
-In Sim Studio, the BrowserUse integration allows your agents to interact with the web as if they were human users. This enables scenarios like research, data collection, form submission, and web testing - all through simple natural language instructions. Your agents can gather information from websites, interact with web applications, and perform actions that would typically require manual browsing, expanding their capabilities to include the entire web as a resource.
+In Sim, the BrowserUse integration allows your agents to interact with the web as if they were human users. This enables scenarios like research, data collection, form submission, and web testing - all through simple natural language instructions. Your agents can gather information from websites, interact with web applications, and perform actions that would typically require manual browsing, expanding their capabilities to include the entire web as a resource.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -73,41 +73,22 @@ Runs a browser automation task using BrowserUse
 | --------- | ---- | -------- | ----------- |
 | `task` | string | Yes | What should the browser agent do |
 | `variables` | json | No | Optional variables to use as secrets \(format: \{key: value\}\) |
+| `format` | string | No | No description |
 | `save_browser_data` | boolean | No | Whether to save browser data |
 | `model` | string | No | LLM model to use \(default: gpt-4o\) |
 | `apiKey` | string | Yes | API key for BrowserUse API |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `id` | string |
-| `success` | string |
-| `output` | string |
-| `steps` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `id` | string | Task execution identifier |
+| `success` | boolean | Task completion status |
+| `output` | json | Task output data |
+| `steps` | json | Execution steps taken |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `task` | string | Yes | Task - Describe what the browser agent should do... |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `id` | string | id output from the block |
-| `success` | boolean | success output from the block |
-| `output` | any | output output from the block |
-| `steps` | json | steps output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/clay.mdx

@@ -174,13 +174,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Clay](https://www.clay.com/) is a data enrichment and workflow automation platform that helps teams streamline lead generation, research, and data operations through powerful integrations and flexible inputs.
 
-Learn how to use the Clay Tool in Sim Studio to seamlessly insert data into a Clay workbook through webhook triggers. This tutorial walks you through setting up a webhook, configuring data mapping, and automating real-time updates to your Clay workbooks. Perfect for streamlining lead generation and data enrichment directly from your workflow!
+Learn how to use the Clay Tool in Sim to seamlessly insert data into a Clay workbook through webhook triggers. This tutorial walks you through setting up a webhook, configuring data mapping, and automating real-time updates to your Clay workbooks. Perfect for streamlining lead generation and data enrichment directly from your workflow!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/cx_75X5sI_s"
-  title="Clay Integration with Sim Studio"
+  title="Clay Integration with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -188,11 +188,11 @@ Learn how to use the Clay Tool in Sim Studio to seamlessly insert data into a Cl
 
 With Clay, you can:
 
-- **Enrich agent outputs**: Automatically feed your Sim Studio agent data into Clay tables for structured tracking and analysis
-- **Trigger workflows via webhooks**: Use Clay’s webhook support to initiate Sim Studio agent tasks from within Clay
+- **Enrich agent outputs**: Automatically feed your Sim agent data into Clay tables for structured tracking and analysis
+- **Trigger workflows via webhooks**: Use Clay’s webhook support to initiate Sim agent tasks from within Clay
 - **Leverage data loops**: Seamlessly iterate over enriched data rows with agents that operate across dynamic datasets
 
-In Sim Studio, the Clay integration allows your agents to push structured data into Clay tables via webhooks. This makes it easy to collect, enrich, and manage dynamic outputs such as leads, research summaries, or action items—all in a collaborative, spreadsheet-like interface. Your agents can populate rows in real time, enabling asynchronous workflows where AI-generated insights are captured, reviewed, and used by your team. Whether you're automating research, enriching CRM data, or tracking operational outcomes, Clay becomes a living data layer that interacts intelligently with your agents. By connecting Sim Studio with Clay, you gain a powerful way to operationalize agent results, loop over datasets with precision, and maintain a clean, auditable record of AI-driven work.
+In Sim, the Clay integration allows your agents to push structured data into Clay tables via webhooks. This makes it easy to collect, enrich, and manage dynamic outputs such as leads, research summaries, or action items—all in a collaborative, spreadsheet-like interface. Your agents can populate rows in real time, enabling asynchronous workflows where AI-generated insights are captured, reviewed, and used by your team. Whether you're automating research, enriching CRM data, or tracking operational outcomes, Clay becomes a living data layer that interacts intelligently with your agents. By connecting Sim with Clay, you gain a powerful way to operationalize agent results, loop over datasets with precision, and maintain a clean, auditable record of AI-driven work.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -218,29 +218,13 @@ Populate Clay with data from a JSON file. Enables direct communication and notif
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | json | Clay populate operation results including response data from Clay webhook |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `authToken` | string | Yes | Auth Token - Enter your Clay Auth token |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `data` | any | data output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/confluence.mdx

@@ -37,7 +37,7 @@ With Confluence, you can:
 - **Integrate with other tools**: Connect with Jira, Trello, and other Atlassian products for seamless workflow integration
 - **Control access permissions**: Manage who can view, edit, or comment on specific content
 
-In Sim Studio, the Confluence integration enables your agents to access and leverage your organization's knowledge base. Agents can retrieve information from Confluence pages, search for specific content, and even update documentation when needed. This allows your workflows to incorporate the collective knowledge stored in your Confluence instance, making it possible to build agents that can reference internal documentation, follow established procedures, and maintain up-to-date information resources as part of their operations.
+In Sim, the Confluence integration enables your agents to access and leverage your organization's knowledge base. Agents can retrieve information from Confluence pages, search for specific content, and even update documentation when needed. This allows your workflows to incorporate the collective knowledge stored in your Confluence instance, making it possible to build agents that can reference internal documentation, follow established procedures, and maintain up-to-date information resources as part of their operations.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -57,19 +57,18 @@ Retrieve content from Confluence pages using the Confluence API.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token for Confluence |
 | `domain` | string | Yes | Your Confluence domain \(e.g., yourcompany.atlassian.net\) |
 | `pageId` | string | Yes | Confluence page ID to retrieve |
 | `cloudId` | string | No | Confluence Cloud ID for the instance. If not provided, it will be fetched using the domain. |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `ts` | string |
-| `pageId` | string |
-| `content` | string |
-| `title` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `ts` | string | Timestamp of retrieval |
+| `pageId` | string | Confluence page ID |
+| `content` | string | Page content with HTML tags stripped |
+| `title` | string | Page title |
 
 ### `confluence_update`
 
@@ -79,7 +78,6 @@ Update a Confluence page using the Confluence API.
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token for Confluence |
 | `domain` | string | Yes | Your Confluence domain \(e.g., yourcompany.atlassian.net\) |
 | `pageId` | string | Yes | Confluence page ID to update |
 | `title` | string | No | New title for the page |
@@ -89,37 +87,15 @@ Update a Confluence page using the Confluence API.
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `ts` | string |
-| `pageId` | string |
-| `title` | string |
-| `body` | string |
-| `success` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `ts` | string | Timestamp of update |
+| `pageId` | string | Confluence page ID |
+| `title` | string | Updated page title |
+| `success` | boolean | Update operation success status |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `ts` | string | ts output from the block |
-| `pageId` | string | pageId output from the block |
-| `content` | string | content output from the block |
-| `title` | string | title output from the block |
-| `success` | boolean | success output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/discord.mdx

@@ -39,11 +39,11 @@ With a Discord account or bot, you can:
 - **Get server**: Get information about a specific server
 - **Get user**: Get information about a specific user
 
-In Sim Studio, the Discord integration enables your agents to access and leverage your organization's Discord servers. Agents can retrieve information from Discord channels, search for specific users, get server information, and send messages. This allows your workflows to integrate with your Discord communities, automate notifications, and create interactive experiences.
+In Sim, the Discord integration enables your agents to access and leverage your organization's Discord servers. Agents can retrieve information from Discord channels, search for specific users, get server information, and send messages. This allows your workflows to integrate with your Discord communities, automate notifications, and create interactive experiences.
 
 > **Important:** To read message content, your Discord bot needs the "Message Content Intent" enabled in the Discord Developer Portal. Without this permission, you'll still receive message metadata but the content field will appear empty.
 
-Discord components in Sim Studio use efficient lazy loading, only fetching data when needed to minimize API calls and prevent rate limiting. Token refreshing happens automatically in the background to maintain your connection.
+Discord components in Sim use efficient lazy loading, only fetching data when needed to minimize API calls and prevent rate limiting. Token refreshing happens automatically in the background to maintain your connection.
 
 ### Setting Up Your Discord Bot
 
@@ -78,9 +78,10 @@ Send a message to a Discord channel
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Success or error message |
+| `data` | object | Discord message data |
 
 ### `discord_get_messages`
 
@@ -96,9 +97,10 @@ Retrieve messages from a Discord channel
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Success or error message |
+| `messages` | array | Array of Discord messages with full metadata |
 
 ### `discord_get_server`
 
@@ -113,9 +115,10 @@ Retrieve information about a Discord server (guild)
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Success or error message |
+| `data` | object | Discord server \(guild\) information |
 
 ### `discord_get_user`
 
@@ -130,30 +133,13 @@ Retrieve information about a Discord user
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Success or error message |
+| `data` | object | Discord user information |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `message` | string | message output from the block |
-| `data` | any | data output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/elevenlabs.mdx

@@ -33,7 +33,7 @@ With ElevenLabs, you can:
 - **Control speech parameters**: Adjust stability, clarity, and emotional tone to fine-tune output
 - **Add realistic emotions**: Incorporate natural-sounding emotions like happiness, sadness, or excitement
 
-In Sim Studio, the ElevenLabs integration enables your agents to convert text to lifelike speech, enhancing the interactivity and engagement of your applications. This is particularly valuable for creating voice assistants, generating audio content, developing accessible applications, or building conversational interfaces that feel more human. The integration allows you to seamlessly incorporate ElevenLabs' advanced speech synthesis capabilities into your agent workflows, bridging the gap between text-based AI and natural human communication.
+In Sim, the ElevenLabs integration enables your agents to convert text to lifelike speech, enhancing the interactivity and engagement of your applications. This is particularly valuable for creating voice assistants, generating audio content, developing accessible applications, or building conversational interfaces that feel more human. The integration allows you to seamlessly incorporate ElevenLabs' advanced speech synthesis capabilities into your agent workflows, bridging the gap between text-based AI and natural human communication.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -60,29 +60,12 @@ Convert TTS using ElevenLabs voices
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `audioUrl` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `audioUrl` | string | The URL of the generated audio |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `text` | string | Yes | Text - Enter the text to convert to speech |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `audioUrl` | string | audioUrl output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/exa.mdx

@@ -26,7 +26,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Exa](https://exa.ai/) is an AI-powered search engine designed specifically for developers and researchers that provides highly relevant and up-to-date information from across the web. It combines advanced semantic search capabilities with AI understanding to deliver more accurate and contextually relevant results than traditional search engines.
+[Exa](https://exa.ai/) is an AI-powered search engine designed specifically for developers and researchers, providing highly relevant and up-to-date information from across the web. It combines advanced semantic search capabilities with AI understanding to deliver more accurate and contextually relevant results than traditional search engines.
 
 With Exa, you can:
 
@@ -35,14 +35,16 @@ With Exa, you can:
 - **Access up-to-date information**: Retrieve current information from across the web
 - **Find similar content**: Discover related resources based on content similarity
 - **Extract webpage contents**: Retrieve and process the full text of web pages
+- **Answer questions with citations**: Ask questions and receive direct answers with supporting sources
+- **Perform research tasks**: Automate multi-step research workflows to gather, synthesize, and summarize information
 
-In Sim Studio, the Exa integration allows your agents to search the web for information, retrieve content from specific URLs, and find similar resources - all programmatically through API calls. This enables your agents to access real-time information from the internet, enhancing their ability to provide accurate, current, and relevant responses. The integration is particularly valuable for research tasks, information gathering, content discovery, and answering questions that require up-to-date information from across the web.
+In Sim, the Exa integration allows your agents to search the web for information, retrieve content from specific URLs, find similar resources, answer questions with citations, and conduct research tasks—all programmatically through API calls. This enables your agents to access real-time information from the internet, enhancing their ability to provide accurate, current, and relevant responses. The integration is particularly valuable for research tasks, information gathering, content discovery, and answering questions that require up-to-date information from across the web.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Search the web, retrieve content, find similar links, and answer questions using Exa
+Search the web, retrieve content, find similar links, and answer questions using Exa's powerful AI search capabilities.
 
 
 
@@ -59,22 +61,14 @@ Search the web using Exa AI. Returns relevant search results with titles, URLs,
 | `query` | string | Yes | The search query to execute |
 | `numResults` | number | No | Number of results to return \(default: 10, max: 25\) |
 | `useAutoprompt` | boolean | No | Whether to use autoprompt to improve the query \(default: false\) |
-| `type` | string | No | Search type: neural, keyword, auto or magic \(default: auto\) |
+| `type` | string | No | Search type: neural, keyword, auto or fast \(default: auto\) |
 | `apiKey` | string | Yes | Exa AI API Key |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `results` | string |
-| `url` | string |
-| `publishedDate` | string |
-| `author` | string |
-| `summary` | string |
-| `favicon` | string |
-| `image` | string |
-| `text` | string |
-| `score` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `results` | array | Search results with titles, URLs, and text snippets |
 
 ### `exa_get_contents`
 
@@ -91,12 +85,9 @@ Retrieve the contents of webpages using Exa AI. Returns the title, text content,
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `results` | string |
-| `title` | string |
-| `text` | string |
-| `summary` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `results` | array | Retrieved content from URLs with title, text, and summaries |
 
 ### `exa_find_similar_links`
 
@@ -113,12 +104,9 @@ Find webpages similar to a given URL using Exa AI. Returns a list of similar lin
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `similarLinks` | string |
-| `url` | string |
-| `text` | string |
-| `score` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `similarLinks` | array | Similar links found with titles, URLs, and text snippets |
 
 ### `exa_answer`
 
@@ -134,13 +122,10 @@ Get an AI-generated answer to a question with citations from the web using Exa A
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `query` | string |
-| `answer` | string |
-| `citations` | string |
-| `url` | string |
-| `text` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `answer` | string | AI-generated answer to the question |
+| `citations` | array | Sources and citations for the answer |
 
 ### `exa_research`
 
@@ -156,34 +141,12 @@ Perform comprehensive research using AI to generate detailed reports with citati
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `taskId` | string |
-| `research` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `research` | array | Comprehensive research findings with citations and summaries |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `results` | json | results output from the block |
-| `similarLinks` | json | similarLinks output from the block |
-| `answer` | string | answer output from the block |
-| `citations` | json | citations output from the block |
-| `research` | json | research output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/file.mdx

@@ -50,7 +50,7 @@ The File Parser tool is particularly useful for scenarios where your agents need
 
 ## Usage Instructions
 
-Upload and extract contents from structured file formats including PDFs, CSV spreadsheets, and Word documents (DOCX). Upload files directly. Specialized parsers extract text and metadata from each format. You can upload multiple files at once and access them individually or as a combined document.
+Upload and extract contents from structured file formats including PDFs, CSV spreadsheets, and Word documents (DOCX). You can either provide a URL to a file or upload files directly. Specialized parsers extract text and metadata from each format. You can upload multiple files at once and access them individually or as a combined document.
 
 
 
@@ -69,28 +69,13 @@ Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc
 
 #### Output
 
-This tool does not produce any outputs.
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `files` | array | Array of parsed files |
+| `combinedContent` | string | Combined content of all parsed files |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `inputMethod` | string | No |  |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `files` | json | files output from the block |
-| `combinedContent` | string | combinedContent output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/firecrawl.mdx

@@ -34,9 +34,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Firecrawl](https://firecrawl.dev/) is a powerful web scraping and content extraction API that integrates seamlessly into Sim Studio, enabling developers to extract clean, structured content from any website. This integration provides a simple way to transform web pages into usable data formats like Markdown and HTML while preserving the essential content.
+[Firecrawl](https://firecrawl.dev/) is a powerful web scraping and content extraction API that integrates seamlessly into Sim, enabling developers to extract clean, structured content from any website. This integration provides a simple way to transform web pages into usable data formats like Markdown and HTML while preserving the essential content.
 
-With Firecrawl in Sim Studio, you can:
+With Firecrawl in Sim, you can:
 
 - **Extract clean content**: Remove ads, navigation elements, and other distractions to get just the main content
 - **Convert to structured formats**: Transform web pages into Markdown, HTML, or JSON
@@ -44,8 +44,16 @@ With Firecrawl in Sim Studio, you can:
 - **Handle JavaScript-heavy sites**: Process content from modern web applications that rely on JavaScript
 - **Filter content**: Focus on specific parts of a page using CSS selectors
 - **Process at scale**: Handle high-volume scraping needs with a reliable API
+- **Search the web**: Perform intelligent web searches and retrieve structured results
+- **Crawl entire sites**: Crawl multiple pages from a website and aggregate their content
 
-The Firecrawl integration allows your agents to access and process web content programmatically without leaving the Sim Studio environment. This enables scenarios like research, content aggregation, data extraction, and information analysis from across the web. Your agents can gather information from websites, extract structured data, and use that information to make decisions or generate insights - all without having to navigate the complexities of raw HTML parsing or browser automation. Simply configure the Firecrawl block with your API key, provide the target URL, and your agents can immediately begin working with web content in a clean, structured format.
+In Sim, the Firecrawl integration enables your agents to access and process web content programmatically as part of their workflows. Supported operations include:
+
+- **Scrape**: Extract structured content (Markdown, HTML, metadata) from a single web page.
+- **Search**: Search the web for information using Firecrawl's intelligent search capabilities.
+- **Crawl**: Crawl multiple pages from a website, returning structured content and metadata for each page.
+
+This allows your agents to gather information from websites, extract structured data, and use that information to make decisions or generate insights—all without having to navigate the complexities of raw HTML parsing or browser automation. Simply configure the Firecrawl block with your API key, select the operation (Scrape, Search, or Crawl), and provide the relevant parameters. Your agents can immediately begin working with web content in a clean, structured format.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -71,11 +79,11 @@ Extract structured content from web pages with comprehensive metadata support. C
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `markdown` | string |
-| `html` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `markdown` | string | Page content in markdown format |
+| `html` | string | Raw HTML content of the page |
+| `metadata` | object | Page metadata including SEO and Open Graph information |
 
 ### `firecrawl_search`
 
@@ -90,10 +98,9 @@ Search for information on the web using Firecrawl
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | string |
-| `warning` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | array | Search results data |
 
 ### `firecrawl_crawl`
 
@@ -110,39 +117,12 @@ Crawl entire websites and extract structured content from all accessible pages
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `jobId` | string |
-| `pages` | string |
-| `total` | string |
-| `creditsUsed` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `pages` | array | Array of crawled pages with their content and metadata |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `apiKey` | string | Yes |  |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `markdown` | string | markdown output from the block |
-| `html` | any | html output from the block |
-| `metadata` | json | metadata output from the block |
-| `data` | json | data output from the block |
-| `warning` | any | warning output from the block |
-| `pages` | json | pages output from the block |
-| `total` | number | total output from the block |
-| `creditsUsed` | number | creditsUsed output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/generic_webhook.mdx

@@ -0,0 +1,32 @@
+---
+title: Webhook
+description: Receive webhooks from any service
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="generic_webhook"
+  color="#10B981"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      fill='currentColor'
+      
+      
+      viewBox='0 0 24 24'
+      xmlns='http://www.w3.org/2000/svg'
+    >
+      <path d='M17.974 7A4.967 4.967 0 0 0 18 6.5a5.5 5.5 0 1 0-8.672 4.491L7.18 15.114A2.428 2.428 0 0 0 6.496 15 2.5 2.5 0 1 0 9 17.496a2.36 2.36 0 0 0-.93-1.925l2.576-4.943-.41-.241A4.5 4.5 0 1 1 17 6.5a4.8 4.8 0 0 1-.022.452zM6.503 18.999a1.5 1.5 0 1 1 1.496-1.503A1.518 1.518 0 0 1 6.503 19zM18.5 12a5.735 5.735 0 0 0-1.453.157l-2.744-3.941A2.414 2.414 0 0 0 15 6.5a2.544 2.544 0 1 0-1.518 2.284l3.17 4.557.36-.13A4.267 4.267 0 0 1 18.5 13a4.5 4.5 0 1 1-.008 9h-.006a4.684 4.684 0 0 1-3.12-1.355l-.703.71A5.653 5.653 0 0 0 18.49 23h.011a5.5 5.5 0 0 0 0-11zM11 6.5A1.5 1.5 0 1 1 12.5 8 1.509 1.509 0 0 1 11 6.5zM18.5 20a2.5 2.5 0 1 0-2.447-3h-5.05l-.003.497A4.546 4.546 0 0 1 6.5 22 4.526 4.526 0 0 1 2 17.5a4.596 4.596 0 0 1 3.148-4.37l-.296-.954A5.606 5.606 0 0 0 1 17.5 5.532 5.532 0 0 0 6.5 23a5.573 5.573 0 0 0 5.478-5h4.08a2.487 2.487 0 0 0 2.442 2zm0-4a1.5 1.5 0 1 1-1.5 1.5 1.509 1.509 0 0 1 1.5-1.5z' />
+      <path fill='none' d='M0 0h24v24H0z' />
+    </svg>`}
+/>
+
+
+
+
+
+## Notes
+
+- Category: `triggers`
+- Type: `generic_webhook`

apps/docs/content/docs/tools/github.mdx

@@ -1,6 +1,6 @@
 ---
 title: GitHub
-description: Interact with GitHub
+description: Interact with GitHub or trigger workflows from GitHub events
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -29,13 +29,13 @@ With GitHub, you can:
 - **Manage projects**: Organize work with project boards, milestones, and task tracking
 - **Document code**: Create and maintain documentation with GitHub Pages and wikis
 
-In Sim Studio, the GitHub integration enables your agents to interact directly with GitHub repositories and workflows. This allows for powerful automation scenarios such as code review assistance, pull request management, issue tracking, and repository exploration. Your agents can fetch repository data, analyze code changes, post comments on pull requests, and perform other GitHub operations programmatically. This integration bridges the gap between your AI workflows and your development processes, enabling seamless collaboration between your agents and your development team.
+In Sim, the GitHub integration enables your agents to interact directly with GitHub repositories and workflows. This allows for powerful automation scenarios such as code review assistance, pull request management, issue tracking, and repository exploration. Your agents can fetch repository data, analyze code changes, post comments on pull requests, and perform other GitHub operations programmatically. This integration bridges the gap between your AI workflows and your development processes, enabling seamless collaboration between your agents and your development team.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Access GitHub repositories, pull requests, and comments through the GitHub API. Automate code reviews, PR management, and repository interactions within your workflow.
+Access GitHub repositories, pull requests, and comments through the GitHub API. Automate code reviews, PR management, and repository interactions within your workflow. Trigger workflows from GitHub events like push, pull requests, and issues.
 
 
 
@@ -56,24 +56,10 @@ Fetch PR details including diff and files changed
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `title` | string |
-| `state` | string |
-| `html_url` | string |
-| `diff_url` | string |
-| `created_at` | string |
-| `updated_at` | string |
-| `files` | string |
-| `additions` | string |
-| `deletions` | string |
-| `changes` | string |
-| `patch` | string |
-| `blob_url` | string |
-| `raw_url` | string |
-| `status` | string |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Human-readable PR summary |
+| `metadata` | object | Detailed PR metadata including file changes |
 
 ### `github_comment`
 
@@ -97,17 +83,10 @@ Create comments on GitHub PRs
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `html_url` | string |
-| `created_at` | string |
-| `updated_at` | string |
-| `path` | string |
-| `line` | string |
-| `side` | string |
-| `commit_id` | string |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Human-readable comment confirmation |
+| `metadata` | object | Comment metadata |
 
 ### `github_repo_info`
 
@@ -123,15 +102,10 @@ Retrieve comprehensive GitHub repository metadata including stars, forks, issues
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `description` | string |
-| `stars` | string |
-| `forks` | string |
-| `openIssues` | string |
-| `language` | string |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Human-readable repository summary |
+| `metadata` | object | Repository metadata |
 
 ### `github_latest_commit`
 
@@ -143,41 +117,18 @@ Retrieve the latest commit from a GitHub repository
 | --------- | ---- | -------- | ----------- |
 | `owner` | string | Yes | Repository owner \(user or organization\) |
 | `repo` | string | Yes | Repository name |
-| `branch` | string | No | Branch name \(defaults to the repository |
+| `branch` | string | No | Branch name \(defaults to the repository's default branch\) |
 | `apiKey` | string | Yes | GitHub API token |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `html_url` | string |
-| `commit_message` | string |
-| `author` | string |
-| `login` | string |
-| `avatar_url` | string |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Human-readable commit summary |
+| `metadata` | object | Commit metadata |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `metadata` | json | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/gmail.mdx

@@ -1,6 +1,6 @@
 ---
 title: Gmail
-description: Send Gmail
+description: Send Gmail or trigger workflows from Gmail events
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -45,13 +45,13 @@ With Gmail, you can:
 - **Access from anywhere**: Use Gmail across devices with synchronized content and settings
 - **Integrate with other services**: Connect with Google Calendar, Drive, and other productivity tools
 
-In Sim Studio, the Gmail integration enables your agents to send, read, and search emails programmatically. This allows for powerful automation scenarios such as sending notifications, processing incoming messages, extracting information from emails, and managing communication workflows. Your agents can compose and send personalized emails, search for specific messages using Gmail's query syntax, and extract content from emails to use in other parts of your workflow. Coming soon, agents will also be able to listen for new emails in real-time, enabling responsive workflows that can trigger actions based on incoming messages. This integration bridges the gap between your AI workflows and email communications, enabling seamless interaction with one of the world's most widely used communication platforms.
+In Sim, the Gmail integration enables your agents to send, read, and search emails programmatically. This allows for powerful automation scenarios such as sending notifications, processing incoming messages, extracting information from emails, and managing communication workflows. Your agents can compose and send personalized emails, search for specific messages using Gmail's query syntax, and extract content from emails to use in other parts of your workflow. Coming soon, agents will also be able to listen for new emails in real-time, enabling responsive workflows that can trigger actions based on incoming messages. This integration bridges the gap between your AI workflows and email communications, enabling seamless interaction with one of the world's most widely used communication platforms.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Integrate Gmail functionality to send email messages within your workflow. Automate email communications and process email content using OAuth authentication.
+Comprehensive Gmail integration with OAuth authentication. Send email messages, read email content, and trigger workflows from Gmail events like new emails and label changes.
 
 
 
@@ -65,19 +65,18 @@ Send emails using Gmail
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Gmail API |
 | `to` | string | Yes | Recipient email address |
 | `subject` | string | Yes | Email subject |
 | `body` | string | Yes | Email body content |
+| `cc` | string | No | CC recipients \(comma-separated\) |
+| `bcc` | string | No | BCC recipients \(comma-separated\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
-| `threadId` | string |
-| `labelIds` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Success message |
+| `metadata` | object | Email metadata |
 
 ### `gmail_draft`
 
@@ -87,20 +86,18 @@ Draft emails using Gmail
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Gmail API |
 | `to` | string | Yes | Recipient email address |
 | `subject` | string | Yes | Email subject |
 | `body` | string | Yes | Email body content |
+| `cc` | string | No | CC recipients \(comma-separated\) |
+| `bcc` | string | No | BCC recipients \(comma-separated\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
-| `message` | string |
-| `threadId` | string |
-| `labelIds` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Success message |
+| `metadata` | object | Draft metadata |
 
 ### `gmail_read`
 
@@ -110,18 +107,19 @@ Read emails from Gmail
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Gmail API |
 | `messageId` | string | No | ID of the message to read |
 | `folder` | string | No | Folder/label to read emails from |
 | `unreadOnly` | boolean | No | Only retrieve unread messages |
 | `maxResults` | number | No | Maximum number of messages to retrieve \(default: 1, max: 10\) |
+| `includeAttachments` | boolean | No | Download and include email attachments |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Text content of the email |
+| `metadata` | json | Metadata of the email |
+| `attachments` | file[] | Attachments of the email |
 
 ### `gmail_search`
 
@@ -131,37 +129,18 @@ Search emails in Gmail
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Gmail API |
 | `query` | string | Yes | Search query for emails |
 | `maxResults` | number | No | Maximum number of results to return |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Search results summary |
+| `metadata` | object | Search metadata |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `metadata` | json | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/google_calendar.mdx

@@ -84,13 +84,13 @@ With Google Calendar, you can:
 - **View and search events**: Easily find and access your scheduled events across multiple calendars
 - **Manage multiple calendars**: Organize different types of events across various calendars
 
-In Sim Studio, the Google Calendar integration enables your agents to programmatically create, read, and manage calendar events. This allows for powerful automation scenarios such as scheduling meetings, sending calendar invites, checking availability, and managing event details. Your agents can create events with natural language input, send automated calendar invitations to attendees, retrieve event information, and list upcoming events. This integration bridges the gap between your AI workflows and calendar management, enabling seamless scheduling automation and coordination with one of the world's most widely used calendar platforms.
+In Sim, the Google Calendar integration enables your agents to programmatically create, read, and manage calendar events. This allows for powerful automation scenarios such as scheduling meetings, sending calendar invites, checking availability, and managing event details. Your agents can create events with natural language input, send automated calendar invitations to attendees, retrieve event information, and list upcoming events. This integration bridges the gap between your AI workflows and calendar management, enabling seamless scheduling automation and coordination with one of the world's most widely used calendar platforms.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Integrate Google Calendar functionality to create, read, update, and list calendar events within your workflow. Automate scheduling, check availability, and manage events using OAuth authentication. Email invitations are sent asynchronously and delivery depends on recipients
+Integrate Google Calendar functionality to create, read, update, and list calendar events within your workflow. Automate scheduling, check availability, and manage events using OAuth authentication. Email invitations are sent asynchronously and delivery depends on recipients' Google Calendar settings.
 
 
 
@@ -104,7 +104,6 @@ Create a new event in Google Calendar
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Google Calendar API |
 | `calendarId` | string | No | Calendar ID \(defaults to primary\) |
 | `summary` | string | Yes | Event title/summary |
 | `description` | string | No | Event description |
@@ -117,9 +116,10 @@ Create a new event in Google Calendar
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Event creation confirmation message |
+| `metadata` | json | Created event metadata including ID, status, and details |
 
 ### `google_calendar_list`
 
@@ -129,7 +129,6 @@ List events from Google Calendar
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Google Calendar API |
 | `calendarId` | string | No | Calendar ID \(defaults to primary\) |
 | `timeMin` | string | No | Lower bound for events \(RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z\) |
 | `timeMax` | string | No | Upper bound for events \(RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z\) |
@@ -138,9 +137,10 @@ List events from Google Calendar
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Summary of found events count |
+| `metadata` | json | List of events with pagination tokens and event details |
 
 ### `google_calendar_get`
 
@@ -150,15 +150,15 @@ Get a specific event from Google Calendar
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Google Calendar API |
 | `calendarId` | string | No | Calendar ID \(defaults to primary\) |
 | `eventId` | string | Yes | Event ID to retrieve |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Event retrieval confirmation message |
+| `metadata` | json | Event details including ID, status, times, and attendees |
 
 ### `google_calendar_quick_add`
 
@@ -168,17 +168,17 @@ Create events from natural language text
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Google Calendar API |
 | `calendarId` | string | No | Calendar ID \(defaults to primary\) |
-| `text` | string | Yes | Natural language text describing the event \(e.g.,  |
+| `text` | string | Yes | Natural language text describing the event \(e.g., "Meeting with John tomorrow at 3pm"\) |
 | `attendees` | array | No | Array of attendee email addresses \(comma-separated string also accepted\) |
 | `sendUpdates` | string | No | How to send updates to attendees: all, externalOnly, or none |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Event creation confirmation message from natural language |
+| `metadata` | json | Created event metadata including parsed details |
 
 ### `google_calendar_invite`
 
@@ -188,7 +188,6 @@ Invite attendees to an existing Google Calendar event
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Google Calendar API |
 | `calendarId` | string | No | Calendar ID \(defaults to primary\) |
 | `eventId` | string | Yes | Event ID to invite attendees to |
 | `attendees` | array | Yes | Array of attendee email addresses to invite |
@@ -197,41 +196,13 @@ Invite attendees to an existing Google Calendar event
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `htmlLink` | string |
-| `status` | string |
-| `summary` | string |
-| `description` | string |
-| `location` | string |
-| `start` | string |
-| `end` | string |
-| `attendees` | string |
-| `creator` | string |
-| `organizer` | string |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Attendee invitation confirmation message with email delivery status |
+| `metadata` | json | Updated event metadata including attendee list and details |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `metadata` | json | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/google_docs.mdx

@@ -29,37 +29,37 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Docs](https://docs.google.com) is a powerful cloud-based document creation and editing service that allows users to create, edit, and collaborate on documents in real-time. As part of Google's productivity suite, Google Docs offers a versatile platform for text documents with robust formatting, commenting, and sharing capabilities.
 
-Learn how to integrate the Google Docs "Read" tool in Sim Studio to effortlessly fetch data from your docs and to integrate into your workflows. This tutorial walks you through connecting Google Docs, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
+Learn how to integrate the Google Docs "Read" tool in Sim to effortlessly fetch data from your docs and to integrate into your workflows. This tutorial walks you through connecting Google Docs, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/f41gy9rBHhE"
-  title="Use the Google Docs Read tool in Sim Studio"
+  title="Use the Google Docs Read tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to integrate the Google Docs "Update" tool in Sim Studio to effortlessly add content in your docs through your workflows. This tutorial walks you through connecting Google Docs, configuring data writes, and using that information to automate document updates seamlessly. Perfect for maintaining dynamic, real-time documentation with minimal effort.
+Learn how to integrate the Google Docs "Update" tool in Sim to effortlessly add content in your docs through your workflows. This tutorial walks you through connecting Google Docs, configuring data writes, and using that information to automate document updates seamlessly. Perfect for maintaining dynamic, real-time documentation with minimal effort.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/L64ROHS2ivA"
-  title="Use the Google Docs Update tool in Sim Studio"
+  title="Use the Google Docs Update tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to integrate the Google Docs "Create" tool in Sim Studio to effortlessly generate new documents through your workflows. This tutorial walks you through connecting Google Docs, setting up document creation, and using workflow data to populate content automatically. Perfect for streamlining document generation and enhancing productivity.
+Learn how to integrate the Google Docs "Create" tool in Sim to effortlessly generate new documents through your workflows. This tutorial walks you through connecting Google Docs, setting up document creation, and using workflow data to populate content automatically. Perfect for streamlining document generation and enhancing productivity.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/lWpHH4qddWk"
-  title="Use the Google Docs Create tool in Sim Studio"
+  title="Use the Google Docs Create tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -75,7 +75,7 @@ With Google Docs, you can:
 - **Work offline**: Continue working without internet connection with changes syncing when back online
 - **Integrate with other services**: Connect with Google Drive, Sheets, Slides, and third-party applications
 
-In Sim Studio, the Google Docs integration enables your agents to interact directly with document content programmatically. This allows for powerful automation scenarios such as document creation, content extraction, collaborative editing, and document management. Your agents can read existing documents to extract information, write to documents to update content, and create new documents from scratch. This integration bridges the gap between your AI workflows and document management, enabling seamless interaction with one of the world's most widely used document platforms. By connecting Sim Studio with Google Docs, you can automate document workflows, generate reports, extract insights from documents, and maintain documentation - all through your intelligent agents.
+In Sim, the Google Docs integration enables your agents to interact directly with document content programmatically. This allows for powerful automation scenarios such as document creation, content extraction, collaborative editing, and document management. Your agents can read existing documents to extract information, write to documents to update content, and create new documents from scratch. This integration bridges the gap between your AI workflows and document management, enabling seamless interaction with one of the world's most widely used document platforms. By connecting Sim with Google Docs, you can automate document workflows, generate reports, extract insights from documents, and maintain documentation - all through your intelligent agents.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -95,15 +95,14 @@ Read content from a Google Docs document
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Docs API |
 | `documentId` | string | Yes | The ID of the document to read |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Extracted document text content |
+| `metadata` | json | Document metadata including ID, title, and URL |
 
 ### `google_docs_write`
 
@@ -113,16 +112,15 @@ Write or update content in a Google Docs document
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Docs API |
 | `documentId` | string | Yes | The ID of the document to write to |
 | `content` | string | Yes | The content to write to the document |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `updatedContent` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `updatedContent` | boolean | Indicates if document content was updated successfully |
+| `metadata` | json | Updated document metadata including ID, title, and URL |
 
 ### `google_docs_create`
 
@@ -132,7 +130,6 @@ Create a new Google Docs document
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Docs API |
 | `title` | string | Yes | The title of the document to create |
 | `content` | string | No | The content of the document to create |
 | `folderSelector` | string | No | Select the folder to create the document in |
@@ -140,31 +137,12 @@ Create a new Google Docs document
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `metadata` | json | Created document metadata including ID, title, and URL |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `metadata` | json | metadata output from the block |
-| `updatedContent` | boolean | updatedContent output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/google_drive.mdx

@@ -46,13 +46,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Drive](https://drive.google.com) is Google's cloud storage and file synchronization service that allows users to store files, synchronize files across devices, and share files with others. As a core component of Google's productivity ecosystem, Google Drive offers robust storage, organization, and collaboration capabilities.
 
-Learn how to integrate the Google Drive tool in Sim Studio to effortlessly pull information from your Drive through your workflows. This tutorial walks you through connecting Google Drive, setting up data retrieval, and using stored documents and files to enhance automation. Perfect for syncing important data with your agents in real-time.
+Learn how to integrate the Google Drive tool in Sim to effortlessly pull information from your Drive through your workflows. This tutorial walks you through connecting Google Drive, setting up data retrieval, and using stored documents and files to enhance automation. Perfect for syncing important data with your agents in real-time.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/cRoRr4b-EAs"
-  title="Use the Google Drive tool in Sim Studio"
+  title="Use the Google Drive tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -67,7 +67,7 @@ With Google Drive, you can:
 - **Access across devices**: Use Google Drive on desktop, mobile, and web platforms
 - **Integrate with other services**: Connect with Google Docs, Sheets, Slides, and third-party applications
 
-In Sim Studio, the Google Drive integration enables your agents to interact directly with your cloud storage programmatically. This allows for powerful automation scenarios such as file management, content organization, and document workflows. Your agents can upload new files to specific folders, download existing files to process their contents, and list folder contents to navigate your storage structure. This integration bridges the gap between your AI workflows and your document management system, enabling seamless file operations without manual intervention. By connecting Sim Studio with Google Drive, you can automate file-based workflows, manage documents intelligently, and incorporate cloud storage operations into your agent's capabilities.
+In Sim, the Google Drive integration enables your agents to interact directly with your cloud storage programmatically. This allows for powerful automation scenarios such as file management, content organization, and document workflows. Your agents can upload new files to specific folders, download existing files to process their contents, and list folder contents to navigate your storage structure. This integration bridges the gap between your AI workflows and your document management system, enabling seamless file operations without manual intervention. By connecting Sim with Google Drive, you can automate file-based workflows, manage documents intelligently, and incorporate cloud storage operations into your agent's capabilities.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -87,7 +87,6 @@ Upload a file to Google Drive
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Drive API |
 | `fileName` | string | Yes | The name of the file to upload |
 | `content` | string | Yes | The content of the file to upload |
 | `mimeType` | string | No | The MIME type of the file to upload |
@@ -96,17 +95,9 @@ Upload a file to Google Drive
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `file` | string |
-| `name` | string |
-| `mimeType` | string |
-| `webViewLink` | string |
-| `webContentLink` | string |
-| `size` | string |
-| `createdTime` | string |
-| `modifiedTime` | string |
-| `parents` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `file` | json | Uploaded file metadata including ID, name, and links |
 
 ### `google_drive_create_folder`
 
@@ -116,24 +107,15 @@ Create a new folder in Google Drive
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Drive API |
 | `fileName` | string | Yes | Name of the folder to create |
 | `folderSelector` | string | No | Select the parent folder to create the folder in |
 | `folderId` | string | No | ID of the parent folder \(internal use\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `file` | string |
-| `name` | string |
-| `mimeType` | string |
-| `webViewLink` | string |
-| `webContentLink` | string |
-| `size` | string |
-| `createdTime` | string |
-| `modifiedTime` | string |
-| `parents` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `file` | json | Created folder metadata including ID, name, and parent information |
 
 ### `google_drive_list`
 
@@ -143,7 +125,6 @@ List files and folders in Google Drive
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Drive API |
 | `folderSelector` | string | No | Select the folder to list files from |
 | `folderId` | string | No | The ID of the folder to list files from \(internal use\) |
 | `query` | string | No | A query to filter the files |
@@ -152,38 +133,12 @@ List files and folders in Google Drive
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `files` | string |
-| `name` | string |
-| `mimeType` | string |
-| `webViewLink` | string |
-| `webContentLink` | string |
-| `size` | string |
-| `createdTime` | string |
-| `modifiedTime` | string |
-| `parents` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `files` | json | Array of file metadata objects from the specified folder |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `file` | json | file output from the block |
-| `files` | json | files output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/google_search.mdx

@@ -32,13 +32,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Search](https://www.google.com) is the world's most widely used search engine, providing access to billions of web pages and information sources. Google Search uses sophisticated algorithms to deliver relevant search results based on user queries, making it an essential tool for finding information on the internet.
 
-Learn how to integrate the Google Search tool in Sim Studio to effortlessly fetch real-time search results through your workflows. This tutorial walks you through connecting Google Search, configuring search queries, and using live data to enhance automation. Perfect for powering your agents with up-to-date information and smarter decision-making.
+Learn how to integrate the Google Search tool in Sim to effortlessly fetch real-time search results through your workflows. This tutorial walks you through connecting Google Search, configuring search queries, and using live data to enhance automation. Perfect for powering your agents with up-to-date information and smarter decision-making.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/1B7hV9b5UMQ"
-  title="Use the Google Search tool in Sim Studio"
+  title="Use the Google Search tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -52,7 +52,7 @@ With Google Search, you can:
 - **Access knowledge graphs**: Get structured information about people, places, and things
 - **Utilize search features**: Take advantage of specialized search tools like calculators, unit converters, and more
 
-In Sim Studio, the Google Search integration enables your agents to search the web programmatically and incorporate search results into their workflows. This allows for powerful automation scenarios such as research, fact-checking, data gathering, and information synthesis. Your agents can formulate search queries, retrieve relevant results, and extract information from those results to make decisions or generate insights. This integration bridges the gap between your AI workflows and the vast information available on the web, enabling your agents to access up-to-date information from across the internet. By connecting Sim Studio with Google Search, you can create agents that stay informed with the latest information, verify facts, conduct research, and provide users with relevant web content - all without leaving your workflow.
+In Sim, the Google Search integration enables your agents to search the web programmatically and incorporate search results into their workflows. This allows for powerful automation scenarios such as research, fact-checking, data gathering, and information synthesis. Your agents can formulate search queries, retrieve relevant results, and extract information from those results to make decisions or generate insights. This integration bridges the gap between your AI workflows and the vast information available on the web, enabling your agents to access up-to-date information from across the internet. By connecting Sim with Google Search, you can create agents that stay informed with the latest information, verify facts, conduct research, and provide users with relevant web content - all without leaving your workflow.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -79,34 +79,12 @@ Search the web with the Custom Search API
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `items` | string |
-| `searchInformation` | string |
-| `searchTime` | string |
-| `formattedSearchTime` | string |
-| `formattedTotalResults` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `items` | array | Array of search results from Google |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `query` | string | Yes | Search Query - Enter your search query |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `items` | json | items output from the block |
-| `searchInformation` | json | searchInformation output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/google_sheets.mdx

@@ -32,49 +32,49 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Sheets](https://sheets.google.com) is a powerful cloud-based spreadsheet application that allows users to create, edit, and collaborate on spreadsheets in real-time. As part of Google's productivity suite, Google Sheets offers a versatile platform for data organization, analysis, and visualization with robust formatting, formula, and sharing capabilities.
 
-Learn how to integrate the Google Sheets "Read" tool in Sim Studio to effortlessly fetch data from your spreadsheets to integrate into your workflows. This tutorial walks you through connecting Google Sheets, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
+Learn how to integrate the Google Sheets "Read" tool in Sim to effortlessly fetch data from your spreadsheets to integrate into your workflows. This tutorial walks you through connecting Google Sheets, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/xxP7MZRuq_0"
-  title="Use the Google Sheets Read tool in Sim Studio"
+  title="Use the Google Sheets Read tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Discover how to use the Google Sheets "Write" tool in Sim Studio to automatically send data from your workflows to your Google Sheets. This tutorial covers setting up the integration, configuring write operations, and updating your sheets seamlessly as workflows execute. Perfect for maintaining real-time records without manual input.
+Discover how to use the Google Sheets "Write" tool in Sim to automatically send data from your workflows to your Google Sheets. This tutorial covers setting up the integration, configuring write operations, and updating your sheets seamlessly as workflows execute. Perfect for maintaining real-time records without manual input.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/cO86qTj7qeY"
-  title="Use the Google Sheets Write tool in Sim Studio"
+  title="Use the Google Sheets Write tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Explore how to leverage the Google Sheets "Update" tool in Sim Studio to modify existing entries in your spreadsheets based on workflow execution. This tutorial demonstrates setting up the update logic, mapping data fields, and synchronizing changes instantly. Perfect for keeping your data current and consistent.
+Explore how to leverage the Google Sheets "Update" tool in Sim to modify existing entries in your spreadsheets based on workflow execution. This tutorial demonstrates setting up the update logic, mapping data fields, and synchronizing changes instantly. Perfect for keeping your data current and consistent.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/95by2fL9yn4"
-  title="Use the Google Sheets Update tool in Sim Studio"
+  title="Use the Google Sheets Update tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to use the Google Sheets "Append" tool in Sim Studio to effortlessly add new rows of data to your spreadsheets during workflow execution. This tutorial walks you through setting up the integration, configuring append actions, and ensuring smooth data growth. Perfect for expanding records without manual effort!
+Learn how to use the Google Sheets "Append" tool in Sim to effortlessly add new rows of data to your spreadsheets during workflow execution. This tutorial walks you through setting up the integration, configuring append actions, and ensuring smooth data growth. Perfect for expanding records without manual effort!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/8DgNvLBCsAo"
-  title="Use the Google Sheets Append tool in Sim Studio"
+  title="Use the Google Sheets Append tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -90,7 +90,7 @@ With Google Sheets, you can:
 - **Work offline**: Continue working without internet connection with changes syncing when back online
 - **Integrate with other services**: Connect with Google Drive, Forms, and third-party applications
 
-In Sim Studio, the Google Sheets integration enables your agents to interact directly with spreadsheet data programmatically. This allows for powerful automation scenarios such as data extraction, analysis, reporting, and management. Your agents can read existing spreadsheets to extract information, write to spreadsheets to update data, and create new spreadsheets from scratch. This integration bridges the gap between your AI workflows and data management, enabling seamless interaction with structured data. By connecting Sim Studio with Google Sheets, you can automate data workflows, generate reports, extract insights from data, and maintain up-to-date information - all through your intelligent agents. The integration supports various data formats and range specifications, making it flexible enough to handle diverse data management needs while maintaining the collaborative and accessible nature of Google Sheets.
+In Sim, the Google Sheets integration enables your agents to interact directly with spreadsheet data programmatically. This allows for powerful automation scenarios such as data extraction, analysis, reporting, and management. Your agents can read existing spreadsheets to extract information, write to spreadsheets to update data, and create new spreadsheets from scratch. This integration bridges the gap between your AI workflows and data management, enabling seamless interaction with structured data. By connecting Sim with Google Sheets, you can automate data workflows, generate reports, extract insights from data, and maintain up-to-date information - all through your intelligent agents. The integration supports various data formats and range specifications, making it flexible enough to handle diverse data management needs while maintaining the collaborative and accessible nature of Google Sheets.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -110,15 +110,15 @@ Read data from a Google Sheets spreadsheet
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Sheets API |
 | `spreadsheetId` | string | Yes | The ID of the spreadsheet to read from |
 | `range` | string | No | The range of cells to read from |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | json |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | json | Sheet data including range and cell values |
+| `metadata` | json | Spreadsheet metadata including ID and URL |
 
 ### `google_sheets_write`
 
@@ -128,7 +128,6 @@ Write data to a Google Sheets spreadsheet
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Sheets API |
 | `spreadsheetId` | string | Yes | The ID of the spreadsheet to write to |
 | `range` | string | No | The range of cells to write to |
 | `values` | array | Yes | The data to write to the spreadsheet |
@@ -137,15 +136,13 @@ Write data to a Google Sheets spreadsheet
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `updatedRange` | string |
-| `updatedRows` | string |
-| `updatedColumns` | string |
-| `updatedCells` | string |
-| `metadata` | string |
-| `spreadsheetId` | string |
-| `spreadsheetUrl` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `updatedRange` | string | Range of cells that were updated |
+| `updatedRows` | number | Number of rows updated |
+| `updatedColumns` | number | Number of columns updated |
+| `updatedCells` | number | Number of cells updated |
+| `metadata` | json | Spreadsheet metadata including ID and URL |
 
 ### `google_sheets_update`
 
@@ -155,7 +152,6 @@ Update data in a Google Sheets spreadsheet
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Sheets API |
 | `spreadsheetId` | string | Yes | The ID of the spreadsheet to update |
 | `range` | string | No | The range of cells to update |
 | `values` | array | Yes | The data to update in the spreadsheet |
@@ -164,15 +160,13 @@ Update data in a Google Sheets spreadsheet
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `updatedRange` | string |
-| `updatedRows` | string |
-| `updatedColumns` | string |
-| `updatedCells` | string |
-| `metadata` | string |
-| `spreadsheetId` | string |
-| `spreadsheetUrl` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `updatedRange` | string | Range of cells that were updated |
+| `updatedRows` | number | Number of rows updated |
+| `updatedColumns` | number | Number of columns updated |
+| `updatedCells` | number | Number of cells updated |
+| `metadata` | json | Spreadsheet metadata including ID and URL |
 
 ### `google_sheets_append`
 
@@ -182,7 +176,6 @@ Append data to the end of a Google Sheets spreadsheet
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Google Sheets API |
 | `spreadsheetId` | string | Yes | The ID of the spreadsheet to append to |
 | `range` | string | No | The range of cells to append after |
 | `values` | array | Yes | The data to append to the spreadsheet |
@@ -192,35 +185,17 @@ Append data to the end of a Google Sheets spreadsheet
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | json |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `tableRange` | string | Range of the table where data was appended |
+| `updatedRange` | string | Range of cells that were updated |
+| `updatedRows` | number | Number of rows updated |
+| `updatedColumns` | number | Number of columns updated |
+| `updatedCells` | number | Number of cells updated |
+| `metadata` | json | Spreadsheet metadata including ID and URL |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `data` | json | data output from the block |
-| `metadata` | json | metadata output from the block |
-| `updatedRange` | string | updatedRange output from the block |
-| `updatedRows` | number | updatedRows output from the block |
-| `updatedColumns` | number | updatedColumns output from the block |
-| `updatedCells` | number | updatedCells output from the block |
-| `tableRange` | string | tableRange output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/huggingface.mdx

@@ -60,7 +60,7 @@ Natural language processing: Process and analyze text with specialized NLP model
 Deploy at scale: Host and serve models for production applications
 Customize models: Fine-tune existing models for specific use cases
 
-In Sim Studio, the HuggingFace integration enables your agents to programmatically generate completions using the HuggingFace Inference API. This allows for powerful automation scenarios such as content generation, text analysis, code completion, and creative writing. Your agents can generate completions with natural language prompts, access specialized models for different tasks, and integrate AI-generated content into workflows. This integration bridges the gap between your AI workflows and machine learning capabilities, enabling seamless AI-powered automation with one of the world's most comprehensive ML platforms.
+In Sim, the HuggingFace integration enables your agents to programmatically generate completions using the HuggingFace Inference API. This allows for powerful automation scenarios such as content generation, text analysis, code completion, and creative writing. Your agents can generate completions with natural language prompts, access specialized models for different tasks, and integrate AI-generated content into workflows. This integration bridges the gap between your AI workflows and machine learning capabilities, enabling seamless AI-powered automation with one of the world's most comprehensive ML platforms.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -90,35 +90,13 @@ Generate completions using Hugging Face Inference API
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `model` | string |
-| `usage` | string |
-| `completion_tokens` | string |
-| `total_tokens` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Chat completion results |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `systemPrompt` | string | No | System Prompt - Enter system prompt to guide the model behavior... |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `model` | string | model output from the block |
-| `usage` | json | usage output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/hunter.mdx

@@ -0,0 +1,211 @@
+---
+title: Hunter io
+description: Find and verify professional email addresses
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="hunter"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      
+      
+      viewBox='0 0 20 19'
+      fill='none'
+      xmlns='http://www.w3.org/2000/svg'
+    >
+      <path
+        d='M12.0671 8.43455C11.6625 8.55094 11.2164 8.55288 10.7992 8.53525C10.3141 8.51472 9.80024 8.45339 9.35223 8.25426C8.98359 8.09047 8.68787 7.79493 8.84262 7.36805C8.95175 7.06699 9.19361 6.79803 9.47319 6.64644C9.78751 6.4759 10.1329 6.50361 10.4474 6.65774C10.8005 6.83082 11.0942 7.11235 11.3604 7.3964C11.5 7.54536 11.6332 7.70002 11.7646 7.85617C11.8252 7.92801 12.2364 8.33865 12.0671 8.43455ZM18.7923 8.58131C18.17 8.43655 17.4348 8.4884 16.811 8.38867C15.8284 8.23146 14.3648 7.08576 13.5714 5.92122C13.0201 5.11202 12.757 4.28785 12.3356 3.28356C12.0415 2.58257 11.4001 0.365389 10.5032 1.40318C10.1339 1.83057 9.7204 3.23752 9.41837 3.2177C9.19467 3.26971 9.15818 2.83371 9.08739 2.64738C8.95886 2.30903 8.89071 1.9176 8.7185 1.59854C8.58086 1.34353 8.40014 1.03806 8.12337 0.91412C7.63027 0.660572 7.03575 1.42476 6.74072 2.33095C6.61457 2.81687 5.76653 3.75879 5.39721 3.9866C3.71684 5.02352 0.344233 6.11595 0.000262184 9.75358C-0.00114142 9.76867 0.000262182 9.81455 0.0573714 9.77323C0.459591 9.48197 5.02183 6.19605 2.09392 12.5476C0.300195 16.439 8.96062 18.917 9.40582 18.9271C9.46582 18.9284 9.46144 18.9011 9.46347 18.8832C10.1546 12.6724 16.9819 13.3262 18.5718 11.8387C20.1474 10.3649 20.1796 8.93816 18.7923 8.58131Z'
+        fill='#FA5320'
+      />
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[Hunter.io](https://hunter.io/) is a leading platform for finding and verifying professional email addresses, discovering companies, and enriching contact data. Hunter.io provides robust APIs for domain search, email finding, verification, and company discovery, making it an essential tool for sales, recruiting, and business development.
+
+With Hunter.io, you can:
+
+- **Find email addresses by domain:** Search for all publicly available email addresses associated with a specific company domain.
+- **Discover companies:** Use advanced filters and AI-powered search to find companies matching your criteria.
+- **Find a specific email address:** Locate the most likely email address for a person at a company using their name and domain.
+- **Verify email addresses:** Check the deliverability and validity of any email address.
+- **Enrich company data:** Retrieve detailed information about companies, including size, technologies used, and more.
+
+In Sim, the Hunter.io integration enables your agents to programmatically search for and verify email addresses, discover companies, and enrich contact data using Hunter.io’s API. This allows you to automate lead generation, contact enrichment, and email verification directly within your workflows. Your agents can leverage Hunter.io’s tools to streamline outreach, keep your CRM up-to-date, and power intelligent automation scenarios for sales, recruiting, and more.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Search for email addresses, verify their deliverability, discover companies, and enrich contact data using Hunter.io's powerful email finding capabilities.
+
+
+
+## Tools
+
+### `hunter_discover`
+
+Returns companies matching a set of criteria using Hunter.io AI-powered search.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `query` | string | No | Natural language search query for companies |
+| `domain` | string | No | Company domain names to filter by |
+| `headcount` | string | No | Company size filter \(e.g., "1-10", "11-50"\) |
+| `company_type` | string | No | Type of organization |
+| `technology` | string | No | Technology used by companies |
+| `apiKey` | string | Yes | Hunter.io API Key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `results` | array | Array of companies matching the search criteria, each containing domain, name, headcount, technologies, and email_count |
+
+### `hunter_domain_search`
+
+Returns all the email addresses found using one given domain name, with sources.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `domain` | string | Yes | Domain name to search for email addresses |
+| `limit` | number | No | Maximum email addresses to return \(default: 10\) |
+| `offset` | number | No | Number of email addresses to skip |
+| `type` | string | No | Filter for personal or generic emails |
+| `seniority` | string | No | Filter by seniority level: junior, senior, or executive |
+| `department` | string | No | Filter by specific departments \(e.g., sales, marketing\) |
+| `apiKey` | string | Yes | Hunter.io API Key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `domain` | string | The searched domain name |
+| `disposable` | boolean | Whether the domain accepts disposable email addresses |
+| `webmail` | boolean | Whether the domain is a webmail provider |
+| `accept_all` | boolean | Whether the domain accepts all email addresses |
+| `pattern` | string | The email pattern used by the organization |
+| `organization` | string | The organization name |
+| `description` | string | Description of the organization |
+| `industry` | string | Industry of the organization |
+| `twitter` | string | Twitter profile of the organization |
+| `facebook` | string | Facebook profile of the organization |
+| `linkedin` | string | LinkedIn profile of the organization |
+| `instagram` | string | Instagram profile of the organization |
+| `youtube` | string | YouTube channel of the organization |
+| `technologies` | array | Array of technologies used by the organization |
+| `country` | string | Country where the organization is located |
+| `state` | string | State where the organization is located |
+| `city` | string | City where the organization is located |
+| `postal_code` | string | Postal code of the organization |
+| `street` | string | Street address of the organization |
+| `emails` | array | Array of email addresses found for the domain, each containing value, type, confidence, sources, and person details |
+
+### `hunter_email_finder`
+
+Finds the most likely email address for a person given their name and company domain.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `domain` | string | Yes | Company domain name |
+| `first_name` | string | Yes | Person's first name |
+| `last_name` | string | Yes | Person's last name |
+| `company` | string | No | Company name |
+| `apiKey` | string | Yes | Hunter.io API Key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `email` | string | The found email address |
+| `score` | number | Confidence score for the found email address |
+| `sources` | array | Array of sources where the email was found, each containing domain, uri, extracted_on, last_seen_on, and still_on_page |
+| `verification` | object | Verification information containing date and status |
+
+### `hunter_email_verifier`
+
+Verifies the deliverability of an email address and provides detailed verification status.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `email` | string | Yes | The email address to verify |
+| `apiKey` | string | Yes | Hunter.io API Key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `result` | string | Deliverability result: deliverable, undeliverable, or risky |
+| `score` | number | Confidence score for the verification result |
+| `email` | string | The verified email address |
+| `regexp` | boolean | Whether the email follows a valid regex pattern |
+| `gibberish` | boolean | Whether the email appears to be gibberish |
+| `disposable` | boolean | Whether the email is from a disposable email provider |
+| `webmail` | boolean | Whether the email is from a webmail provider |
+| `mx_records` | boolean | Whether MX records exist for the domain |
+| `smtp_server` | boolean | Whether the SMTP server is reachable |
+| `smtp_check` | boolean | Whether the SMTP check was successful |
+| `accept_all` | boolean | Whether the domain accepts all email addresses |
+| `block` | boolean | Whether the email is blocked |
+| `status` | string | Verification status: valid, invalid, accept_all, webmail, disposable, or unknown |
+| `sources` | array | Array of sources where the email was found |
+
+### `hunter_companies_find`
+
+Enriches company data using domain name.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `domain` | string | Yes | Domain to find company data for |
+| `apiKey` | string | Yes | Hunter.io API Key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `person` | object | Person information \(undefined for companies_find tool\) |
+| `company` | object | Company information including name, domain, industry, size, country, linkedin, and twitter |
+
+### `hunter_email_count`
+
+Returns the total number of email addresses found for a domain or company.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `domain` | string | No | Domain to count emails for \(required if company not provided\) |
+| `company` | string | No | Company name to count emails for \(required if domain not provided\) |
+| `type` | string | No | Filter for personal or generic emails only |
+| `apiKey` | string | Yes | Hunter.io API Key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `total` | number | Total number of email addresses found |
+| `personal_emails` | number | Number of personal email addresses found |
+| `generic_emails` | number | Number of generic email addresses found |
+| `department` | object | Breakdown of email addresses by department \(executive, it, finance, management, sales, legal, support, hr, marketing, communication\) |
+| `seniority` | object | Breakdown of email addresses by seniority level \(junior, senior, executive\) |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `hunter`

apps/docs/content/docs/tools/image_generator.mdx

@@ -40,13 +40,13 @@ With DALL-E, you can:
 - **Visualize products**: Generate product mockups and design concepts
 - **Illustrate ideas**: Turn written concepts into visual illustrations
 
-In Sim Studio, the DALL-E integration enables your agents to generate images programmatically as part of their workflows. This allows for powerful automation scenarios such as content creation, visual design, and creative ideation. Your agents can formulate detailed prompts, generate corresponding images, and incorporate these visuals into their outputs or downstream processes. This integration bridges the gap between natural language processing and visual content creation, enabling your agents to communicate not just through text but also through compelling imagery. By connecting Sim Studio with DALL-E, you can create agents that produce visual content on demand, illustrate concepts, generate design assets, and enhance user experiences with rich visual elements - all without requiring human intervention in the creative process.
+In Sim, the DALL-E integration enables your agents to generate images programmatically as part of their workflows. This allows for powerful automation scenarios such as content creation, visual design, and creative ideation. Your agents can formulate detailed prompts, generate corresponding images, and incorporate these visuals into their outputs or downstream processes. This integration bridges the gap between natural language processing and visual content creation, enabling your agents to communicate not just through text but also through compelling imagery. By connecting Sim with DALL-E, you can create agents that produce visual content on demand, illustrate concepts, generate design assets, and enhance user experiences with rich visual elements - all without requiring human intervention in the creative process.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Create high-quality images using OpenAI
+Create high-quality images using OpenAI's image generation models. Configure resolution, quality, style, and other parameters to get exactly the image you need.
 
 
 
@@ -71,33 +71,13 @@ Generate images using OpenAI
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `image` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Generated image data |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `prompt` | string | Yes |  |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `image` | string | image output from the block |
-| `metadata` | json | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/index.mdx

@@ -7,7 +7,7 @@ import { Card, Cards } from "fumadocs-ui/components/card";
 import { Step, Steps } from "fumadocs-ui/components/steps";
 import { Tab, Tabs } from "fumadocs-ui/components/tabs";
 
-Tools are powerful components in Sim Studio that allow your workflows to interact with external services, process data, and perform specialized tasks. They extend the capabilities of your agents and workflows by providing access to various APIs and services.
+Tools are powerful components in Sim that allow your workflows to interact with external services, process data, and perform specialized tasks. They extend the capabilities of your agents and workflows by providing access to various APIs and services.
 
 ## What is a Tool?
 
@@ -15,7 +15,7 @@ A tool is a specialized component that provides a specific functionality or inte
 
 ## Using Tools in Workflows
 
-There are two primary ways to use tools in your Sim Studio workflows:
+There are two primary ways to use tools in your Sim workflows:
 
 <Steps>
   <Step>
@@ -43,7 +43,7 @@ Each tool requires specific configuration to function properly. Common configura
 
 ## Available Tools
 
-Sim Studio provides a diverse collection of tools for various purposes, including:
+Sim provides a diverse collection of tools for various purposes, including:
 
 - **AI and Language Processing**: OpenAI, ElevenLabs, Translation services
 - **Search and Research**: Google Search, Tavily, Exa, Perplexity

apps/docs/content/docs/tools/jina.mdx

@@ -45,11 +45,11 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Jina AI](https://jina.ai/) is a powerful content extraction tool that seamlessly integrates with Sim Studio to transform web content into clean, readable text. This integration allows developers to easily incorporate web content processing capabilities into their agentic workflows.
+[Jina AI](https://jina.ai/) is a powerful content extraction tool that seamlessly integrates with Sim to transform web content into clean, readable text. This integration allows developers to easily incorporate web content processing capabilities into their agentic workflows.
 
 Jina AI Reader specializes in extracting the most relevant content from web pages, removing clutter, advertisements, and formatting issues to produce clean, structured text that's optimized for language models and other text processing tasks.
 
-With the Jina AI integration in Sim Studio, you can:
+With the Jina AI integration in Sim, you can:
 
 - **Extract clean content** from any web page by simply providing a URL
 - **Process complex web layouts** into structured, readable text
@@ -63,7 +63,7 @@ This integration is particularly valuable for building agents that need to gathe
 
 ## Usage Instructions
 
-Transform web content into clean, readable text using Jina AI
+Transform web content into clean, readable text using Jina AI's advanced extraction capabilities. Extract meaningful content from websites while preserving important information and optionally gathering links.
 
 
 
@@ -85,29 +85,12 @@ Extract and process web content into clean, LLM-friendly text using Jina AI Read
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | The extracted content from the URL, processed into clean, LLM-friendly text |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `url` | string | Yes | URL - Enter URL to extract content from |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/jira.mdx

@@ -37,7 +37,7 @@ Key features of Jira include:
 - Workflow Automation: Powerful automation rules to streamline repetitive tasks and processes
 - Advanced Search: JQL (Jira Query Language) for complex issue filtering and reporting
 
-In Sim Studio, the Jira integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to create, retrieve, and update Jira issues programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim Studio with Jira, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
+In Sim, the Jira integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to create, retrieve, and update Jira issues programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim with Jira, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -57,7 +57,6 @@ Retrieve detailed information about a specific Jira issue
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token for Jira |
 | `domain` | string | Yes | Your Jira domain \(e.g., yourcompany.atlassian.net\) |
 | `projectId` | string | No | Jira project ID to retrieve issues from. If not provided, all issues will be retrieved. |
 | `issueKey` | string | Yes | Jira issue key to retrieve \(e.g., PROJ-123\) |
@@ -65,14 +64,10 @@ Retrieve detailed information about a specific Jira issue
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `ts` | string |
-| `issueKey` | string |
-| `summary` | string |
-| `description` | string |
-| `created` | string |
-| `updated` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Jira issue details with issue key, summary, description, created and updated timestamps |
 
 ### `jira_update`
 
@@ -82,7 +77,6 @@ Update a Jira issue
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token for Jira |
 | `domain` | string | Yes | Your Jira domain \(e.g., yourcompany.atlassian.net\) |
 | `projectId` | string | No | Jira project ID to update issues in. If not provided, all issues will be retrieved. |
 | `issueKey` | string | Yes | Jira issue key to update |
@@ -95,12 +89,10 @@ Update a Jira issue
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `ts` | string |
-| `issueKey` | string |
-| `summary` | string |
-| `success` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Updated Jira issue details with timestamp, issue key, summary, and success status |
 
 ### `jira_write`
 
@@ -110,7 +102,6 @@ Write a Jira issue
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token for Jira |
 | `domain` | string | Yes | Your Jira domain \(e.g., yourcompany.atlassian.net\) |
 | `projectId` | string | Yes | Project ID for the issue |
 | `summary` | string | Yes | Summary for the issue |
@@ -118,17 +109,14 @@ Write a Jira issue
 | `priority` | string | No | Priority for the issue |
 | `assignee` | string | No | Assignee for the issue |
 | `cloudId` | string | No | Jira Cloud ID for the instance. If not provided, it will be fetched using the domain. |
-| `issueType` | string | Yes | Type of issue to create \(e.g., Task, Story, Bug, Sub-task\) |
+| `issueType` | string | Yes | Type of issue to create \(e.g., Task, Story\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `ts` | string |
-| `issueKey` | string |
-| `summary` | string |
-| `success` | string |
-| `url` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Created Jira issue details with timestamp, issue key, summary, success status, and URL |
 
 ### `jira_bulk_read`
 
@@ -138,43 +126,19 @@ Retrieve multiple Jira issues in bulk
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token for Jira |
 | `domain` | string | Yes | Your Jira domain \(e.g., yourcompany.atlassian.net\) |
 | `projectId` | string | Yes | Jira project ID |
 | `cloudId` | string | No | Jira cloud ID |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `issues` | array |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | array | Array of Jira issues with summary, description, created and updated timestamps |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `ts` | string | ts output from the block |
-| `issueKey` | string | issueKey output from the block |
-| `summary` | string | summary output from the block |
-| `description` | string | description output from the block |
-| `created` | string | created output from the block |
-| `updated` | string | updated output from the block |
-| `success` | boolean | success output from the block |
-| `url` | string | url output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/knowledge.mdx

@@ -31,7 +31,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Sim Studio's Knowledge Base is a powerful native feature that enables you to create, manage, and query custom knowledge bases directly within the platform. Using advanced AI embeddings and vector search technology, the Knowledge Base block allows you to build intelligent search capabilities into your workflows, making it easy to find and utilize relevant information across your organization.
+Sim's Knowledge Base is a powerful native feature that enables you to create, manage, and query custom knowledge bases directly within the platform. Using advanced AI embeddings and vector search technology, the Knowledge Base block allows you to build intelligent search capabilities into your workflows, making it easy to find and utilize relevant information across your organization.
 
 The Knowledge Base system provides a comprehensive solution for managing organizational knowledge through its flexible and scalable architecture. With its built-in vector search capabilities, teams can perform semantic searches that understand meaning and context, going beyond traditional keyword matching.
 
@@ -43,7 +43,7 @@ Key features of the Knowledge Base include:
 - Flexible Content Types: Support for various document formats and content types
 - Real-time Updates: Immediate indexing of new content for instant searchability
 
-In Sim Studio, the Knowledge Base block enables your agents to perform intelligent semantic searches across your custom knowledge bases. This creates opportunities for automated information retrieval, content recommendations, and knowledge discovery as part of your AI workflows. The integration allows agents to search and retrieve relevant information programmatically, facilitating automated knowledge management tasks and ensuring that important information is easily accessible. By leveraging the Knowledge Base block, you can build intelligent agents that enhance information discovery while automating routine knowledge management tasks, improving team efficiency and ensuring consistent access to organizational knowledge.
+In Sim, the Knowledge Base block enables your agents to perform intelligent semantic searches across your custom knowledge bases. This creates opportunities for automated information retrieval, content recommendations, and knowledge discovery as part of your AI workflows. The integration allows agents to search and retrieve relevant information programmatically, facilitating automated knowledge management tasks and ensuring that important information is easily accessible. By leveraging the Knowledge Base block, you can build intelligent agents that enhance information discovery while automating routine knowledge management tasks, improving team efficiency and ensuring consistent access to organizational knowledge.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -57,31 +57,22 @@ Perform semantic vector search across knowledge bases, upload individual chunks
 
 ### `knowledge_search`
 
-Search for similar content in one or more knowledge bases using vector similarity
+Search for similar content in a knowledge base using vector similarity
 
 #### Input
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `knowledgeBaseIds` | string | Yes | ID of the knowledge base to search in, or comma-separated IDs for multiple knowledge bases |
-| `query` | string | Yes | Search query text |
+| `knowledgeBaseId` | string | Yes | ID of the knowledge base to search in |
+| `query` | string | No | Search query text \(optional when using tag filters\) |
 | `topK` | number | No | Number of most similar results to return \(1-100\) |
-| `tag1` | string | No | Filter by tag 1 value |
-| `tag2` | string | No | Filter by tag 2 value |
-| `tag3` | string | No | Filter by tag 3 value |
-| `tag4` | string | No | Filter by tag 4 value |
-| `tag5` | string | No | Filter by tag 5 value |
-| `tag6` | string | No | Filter by tag 6 value |
-| `tag7` | string | No | Filter by tag 7 value |
+| `tagFilters` | any | No | Array of tag filters with tagName and tagValue properties |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `results` | string |
-| `query` | string |
-| `totalResults` | string |
-| `cost` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `results` | array | Array of search results from the knowledge base |
 
 ### `knowledge_upload_chunk`
 
@@ -97,16 +88,9 @@ Upload a new chunk to a document in a knowledge base
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | string |
-| `chunkIndex` | string |
-| `content` | string |
-| `contentLength` | string |
-| `tokenCount` | string |
-| `enabled` | string |
-| `createdAt` | string |
-| `updatedAt` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | object | Information about the uploaded chunk |
 
 ### `knowledge_create_document`
 
@@ -126,35 +110,16 @@ Create a new document in a knowledge base
 | `tag5` | string | No | Tag 5 value for the document |
 | `tag6` | string | No | Tag 6 value for the document |
 | `tag7` | string | No | Tag 7 value for the document |
+| `documentTagsData` | array | No | Structured tag data with names, types, and values |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | string |
-| `name` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | object | Information about the created document |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `results` | json | results output from the block |
-| `query` | string | query output from the block |
-| `totalResults` | number | totalResults output from the block |
-
-
 ## Notes
 
 - Category: `blocks`

apps/docs/content/docs/tools/linear.mdx

@@ -36,7 +36,7 @@ Key features of Linear include:
 - Workflow Automation: Powerful automation rules to streamline repetitive tasks and processes
 - Advanced Search: Complex filtering and reporting capabilities for efficient issue management
 
-In Sim Studio, the Linear integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to read existing issues and create new ones programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim Studio with Linear, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
+In Sim, the Linear integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to read existing issues and create new ones programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim with Linear, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -61,9 +61,9 @@ Fetch and filter issues from Linear
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `issues` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `issues` | array | Array of issues from the specified Linear team and project, each containing id, title, description, state, teamId, and projectId |
 
 ### `linear_create_issue`
 
@@ -80,35 +80,12 @@ Create a new issue in Linear
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `issue` | string |
-| `title` | string |
-| `description` | string |
-| `state` | string |
-| `teamId` | string |
-| `projectId` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `issue` | object | The created issue containing id, title, description, state, teamId, and projectId |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `issues` | json | issues output from the block |
-| `issue` | json | issue output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/linkup.mdx

@@ -28,7 +28,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Linkup](https://linkup.so) is a powerful web search tool that integrates seamlessly with Sim Studio, allowing your AI agents to access up-to-date information from the web with proper source attribution.
+[Linkup](https://linkup.so) is a powerful web search tool that integrates seamlessly with Sim, allowing your AI agents to access up-to-date information from the web with proper source attribution.
 
 Linkup enhances your AI agents by providing them with the ability to search the web for current information. When integrated into your agent's toolkit:
 
@@ -58,37 +58,19 @@ Search the web for information using Linkup
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `q` | string | Yes | The search query |
-| `depth` | string | Yes | Search depth \(has to either be  |
-| `outputType` | string | Yes | Type of output to return \(has to either be  |
+| `depth` | string | Yes | Search depth \(has to either be "standard" or "deep"\) |
+| `outputType` | string | Yes | Type of output to return \(has to either be "sourcedAnswer" or "searchResults"\) |
 | `apiKey` | string | Yes | Enter your Linkup API key |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `answer` | string |
-| `sources` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `answer` | string | The sourced answer to the search query |
+| `sources` | array | Array of sources used to compile the answer, each containing name, url, and snippet |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `q` | string | Yes | Search Query - Enter your search query |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `answer` | string | answer output from the block |
-| `sources` | json | sources output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/mem0.mdx

@@ -38,7 +38,7 @@ With Mem0, you can:
 - **Implement long-term memory**: Create agents that learn and adapt over time
 - **Scale memory management**: Handle memory needs for multiple users and complex workflows
 
-In Sim Studio, the Mem0 integration enables your agents to maintain persistent memory across workflow executions. This allows for more natural, context-aware interactions where agents can recall past conversations, remember user preferences, and build upon previous interactions. By connecting Sim Studio with Mem0, you can create agents that feel more human-like in their ability to remember and learn from past experiences. The integration supports adding new memories, searching existing memories semantically, and retrieving specific memory records. This memory management capability is essential for building sophisticated agents that can maintain context over time, personalize interactions based on user history, and continuously improve their performance through accumulated knowledge.
+In Sim, the Mem0 integration enables your agents to maintain persistent memory across workflow executions. This allows for more natural, context-aware interactions where agents can recall past conversations, remember user preferences, and build upon previous interactions. By connecting Sim with Mem0, you can create agents that feel more human-like in their ability to remember and learn from past experiences. The integration supports adding new memories, searching existing memories semantically, and retrieving specific memory records. This memory management capability is essential for building sophisticated agents that can maintain context over time, personalize interactions based on user history, and continuously improve their performance through accumulated knowledge.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -64,9 +64,10 @@ Add memories to Mem0 for persistent storage and retrieval
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `memories` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `ids` | array | Array of memory IDs that were created |
+| `memories` | array | Array of memory objects that were created |
 
 ### `mem0_search_memories`
 
@@ -83,10 +84,10 @@ Search for memories in Mem0 using semantic search
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `searchResults` | string |
-| `ids` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `searchResults` | array | Array of search results with memory data, each containing id, data, and score |
+| `ids` | array | Array of memory IDs found in the search results |
 
 ### `mem0_get_memories`
 
@@ -105,32 +106,13 @@ Retrieve memories from Mem0 by ID or filter criteria
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `memories` | string |
-| `ids` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `memories` | array | Array of retrieved memory objects |
+| `ids` | array | Array of memory IDs that were retrieved |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `ids` | any | ids output from the block |
-| `memories` | any | memories output from the block |
-| `searchResults` | any | searchResults output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/memory.mdx

@@ -55,9 +55,11 @@ Add a new memory to the database or append to existing memory with the same ID.
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `memories` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether the memory was added successfully |
+| `memories` | array | Array of memory objects including the new or updated memory |
+| `error` | string | Error message if operation failed |
 
 ### `memory_get`
 
@@ -71,10 +73,12 @@ Retrieve a specific memory by its ID
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `memories` | string |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether the memory was retrieved successfully |
+| `memories` | array | Array of memory data for the requested ID |
+| `message` | string | Success or error message |
+| `error` | string | Error message if operation failed |
 
 ### `memory_get_all`
 
@@ -87,10 +91,12 @@ Retrieve all memories from the database
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
-| `memories` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether all memories were retrieved successfully |
+| `memories` | array | Array of all memory objects with keys, types, and data |
+| `message` | string | Success or error message |
+| `error` | string | Error message if operation failed |
 
 ### `memory_delete`
 
@@ -104,30 +110,14 @@ Delete a specific memory by its ID
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether the memory was deleted successfully |
+| `message` | string | Success or error message |
+| `error` | string | Error message if operation failed |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `memories` | any | memories output from the block |
-| `id` | string | id output from the block |
-
-
 ## Notes
 
 - Category: `blocks`

apps/docs/content/docs/tools/meta.json

@@ -2,6 +2,7 @@
   "items": [
     "index",
     "airtable",
+    "arxiv",
     "browser_use",
     "clay",
     "confluence",
@@ -10,6 +11,7 @@
     "exa",
     "file",
     "firecrawl",
+    "generic_webhook",
     "github",
     "gmail",
     "google_calendar",
@@ -18,6 +20,7 @@
     "google_search",
     "google_sheets",
     "huggingface",
+    "hunter",
     "image_generator",
     "jina",
     "jira",
@@ -27,18 +30,24 @@
     "mem0",
     "memory",
     "microsoft_excel",
+    "microsoft_planner",
     "microsoft_teams",
     "mistral_parse",
+    "mysql",
     "notion",
+    "onedrive",
     "openai",
     "outlook",
+    "parallel_ai",
     "perplexity",
     "pinecone",
+    "postgresql",
     "qdrant",
     "reddit",
     "s3",
     "schedule",
     "serper",
+    "sharepoint",
     "slack",
     "stagehand",
     "stagehand_agent",
@@ -53,6 +62,7 @@
     "wealthbox",
     "webhook",
     "whatsapp",
+    "wikipedia",
     "x",
     "youtube"
   ]

apps/docs/content/docs/tools/microsoft_excel.mdx

@@ -78,7 +78,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft Teams](https://www.microsoft.com/en-us/microsoft-365/excel) is a powerful spreadsheet application that enables data management, analysis, and visualization. Through the Microsoft Excel integration in Sim Studio, you can programmatically read, write, and manipulate spreadsheet data to support your workflow automation needs.
+[Microsoft Teams](https://www.microsoft.com/en-us/microsoft-365/excel) is a powerful spreadsheet application that enables data management, analysis, and visualization. Through the Microsoft Excel integration in Sim, you can programmatically read, write, and manipulate spreadsheet data to support your workflow automation needs.
 
 With Microsoft Excel integration, you can:
 
@@ -88,7 +88,7 @@ With Microsoft Excel integration, you can:
 - **Handle Multiple Sheets**: Work with multiple worksheets in a workbook
 - **Process Data**: Import, export, and transform spreadsheet data
 
-In Sim Studio, the Microsoft Excel integration provides seamless access to spreadsheet functionality through OAuth authentication. You can read data from specific ranges, write new information, update existing cells, and handle various data formats. The integration supports both reading and writing operations with flexible input and output options. This enables you to build workflows that can effectively manage spreadsheet data, whether you're extracting information for analysis, updating records automatically, or maintaining data consistency across your applications.
+In Sim, the Microsoft Excel integration provides seamless access to spreadsheet functionality through OAuth authentication. You can read data from specific ranges, write new information, update existing cells, and handle various data formats. The integration supports both reading and writing operations with flexible input and output options. This enables you to build workflows that can effectively manage spreadsheet data, whether you're extracting information for analysis, updating records automatically, or maintaining data consistency across your applications.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -108,15 +108,14 @@ Read data from a Microsoft Excel spreadsheet
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Microsoft Excel API |
 | `spreadsheetId` | string | Yes | The ID of the spreadsheet to read from |
-| `range` | string | No | The range of cells to read from |
+| `range` | string | No | The range of cells to read from. Accepts "SheetName!A1:B2" for explicit ranges or just "SheetName" to read the used range of that sheet. If omitted, reads the used range of the first sheet. |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | json |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | object | Range data from the spreadsheet |
 
 ### `microsoft_excel_write`
 
@@ -126,7 +125,6 @@ Write data to a Microsoft Excel spreadsheet
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Microsoft Excel API |
 | `spreadsheetId` | string | Yes | The ID of the spreadsheet to write to |
 | `range` | string | No | The range of cells to write to |
 | `values` | array | Yes | The data to write to the spreadsheet |
@@ -135,15 +133,13 @@ Write data to a Microsoft Excel spreadsheet
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `updatedRange` | string |
-| `updatedRows` | string |
-| `updatedColumns` | string |
-| `updatedCells` | string |
-| `metadata` | string |
-| `spreadsheetId` | string |
-| `spreadsheetUrl` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `updatedRange` | string | The range that was updated |
+| `updatedRows` | number | Number of rows that were updated |
+| `updatedColumns` | number | Number of columns that were updated |
+| `updatedCells` | number | Number of cells that were updated |
+| `metadata` | object | Spreadsheet metadata |
 
 ### `microsoft_excel_table_add`
 
@@ -153,43 +149,20 @@ Add new rows to a Microsoft Excel table
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Microsoft Excel API |
 | `spreadsheetId` | string | Yes | The ID of the spreadsheet containing the table |
 | `tableName` | string | Yes | The name of the table to add rows to |
 | `values` | array | Yes | The data to add to the table \(array of arrays or array of objects\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | json |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `index` | number | Index of the first row that was added |
+| `values` | array | Array of rows that were added to the table |
+| `metadata` | object | Spreadsheet metadata |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `data` | json | data output from the block |
-| `metadata` | json | metadata output from the block |
-| `updatedRange` | string | updatedRange output from the block |
-| `updatedRows` | number | updatedRows output from the block |
-| `updatedColumns` | number | updatedColumns output from the block |
-| `updatedCells` | number | updatedCells output from the block |
-| `index` | number | index output from the block |
-| `values` | json | values output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/microsoft_planner.mdx

@@ -0,0 +1,178 @@
+---
+title: Microsoft Planner
+description: Read and create tasks in Microsoft Planner
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="microsoft_planner"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"  fill='currentColor' viewBox='-1 -1 27 27' xmlns='http://www.w3.org/2000/svg'>
+      <defs>
+        <linearGradient
+          id='paint0_linear_3984_11038'
+          x1='6.38724'
+          y1='3.74167'
+          x2='2.15779'
+          y2='12.777'
+          gradientUnits='userSpaceOnUse'
+        >
+          <stop stopColor='#8752E0' />
+          <stop offset='1' stopColor='#541278' />
+        </linearGradient>
+        <linearGradient
+          id='paint1_linear_3984_11038'
+          x1='8.38032'
+          y1='11.0696'
+          x2='4.94062'
+          y2='7.69244'
+          gradientUnits='userSpaceOnUse'
+        >
+          <stop offset='0.12172' stopColor='#3D0D59' />
+          <stop offset='1' stopColor='#7034B0' stopOpacity='0' />
+        </linearGradient>
+        <linearGradient
+          id='paint2_linear_3984_11038'
+          x1='18.3701'
+          y1='-3.33385e-05'
+          x2='9.85717'
+          y2='20.4192'
+          gradientUnits='userSpaceOnUse'
+        >
+          <stop stopColor='#DB45E0' />
+          <stop offset='1' stopColor='#6C0F71' />
+        </linearGradient>
+        <linearGradient
+          id='paint3_linear_3984_11038'
+          x1='18.3701'
+          y1='-3.33385e-05'
+          x2='9.85717'
+          y2='20.4192'
+          gradientUnits='userSpaceOnUse'
+        >
+          <stop stopColor='#DB45E0' />
+          <stop offset='0.677403' stopColor='#A829AE' />
+          <stop offset='1' stopColor='#8F28B3' />
+        </linearGradient>
+        <linearGradient
+          id='paint4_linear_3984_11038'
+          x1='18.0002'
+          y1='7.49958'
+          x2='14.0004'
+          y2='23.9988'
+          gradientUnits='userSpaceOnUse'
+        >
+          <stop stopColor='#3DCBFF' />
+          <stop offset='1' stopColor='#00479E' />
+        </linearGradient>
+        <linearGradient
+          id='paint5_linear_3984_11038'
+          x1='18.2164'
+          y1='7.92626'
+          x2='10.5237'
+          y2='22.9363'
+          gradientUnits='userSpaceOnUse'
+        >
+          <stop stopColor='#3DCBFF' />
+          <stop offset='1' stopColor='#4A40D4' />
+        </linearGradient>
+      </defs>
+      <path
+        d='M8.25809 15.7412C7.22488 16.7744 5.54971 16.7744 4.5165 15.7412L0.774909 11.9996C-0.258303 10.9664 -0.258303 9.29129 0.774908 8.25809L4.5165 4.51655C5.54971 3.48335 7.22488 3.48335 8.25809 4.51655L11.9997 8.2581C13.0329 9.29129 13.0329 10.9664 11.9997 11.9996L8.25809 15.7412Z'
+        fill='url(#paint0_linear_3984_11038)'
+      />
+      <path
+        d='M8.25809 15.7412C7.22488 16.7744 5.54971 16.7744 4.5165 15.7412L0.774909 11.9996C-0.258303 10.9664 -0.258303 9.29129 0.774908 8.25809L4.5165 4.51655C5.54971 3.48335 7.22488 3.48335 8.25809 4.51655L11.9997 8.2581C13.0329 9.29129 13.0329 10.9664 11.9997 11.9996L8.25809 15.7412Z'
+        fill='url(#paint1_linear_3984_11038)'
+      />
+      <path
+        d='M0.774857 11.9999C1.80809 13.0331 3.48331 13.0331 4.51655 11.9999L15.7417 0.774926C16.7749 -0.258304 18.4501 -0.258309 19.4834 0.774914L23.225 4.51655C24.2583 5.54977 24.2583 7.22496 23.225 8.25819L11.9999 19.4832C10.9667 20.5164 9.29146 20.5164 8.25822 19.4832L0.774857 11.9999Z'
+        fill='url(#paint2_linear_3984_11038)'
+      />
+      <path
+        d='M0.774857 11.9999C1.80809 13.0331 3.48331 13.0331 4.51655 11.9999L15.7417 0.774926C16.7749 -0.258304 18.4501 -0.258309 19.4834 0.774914L23.225 4.51655C24.2583 5.54977 24.2583 7.22496 23.225 8.25819L11.9999 19.4832C10.9667 20.5164 9.29146 20.5164 8.25822 19.4832L0.774857 11.9999Z'
+        fill='url(#paint3_linear_3984_11038)'
+      />
+      <path
+        d='M4.51642 15.7413C5.54966 16.7746 7.22487 16.7746 8.25812 15.7413L15.7415 8.25803C16.7748 7.2248 18.45 7.2248 19.4832 8.25803L23.2249 11.9997C24.2582 13.0329 24.2582 14.7081 23.2249 15.7413L15.7415 23.2246C14.7083 24.2579 13.033 24.2579 11.9998 23.2246L4.51642 15.7413Z'
+        fill='url(#paint4_linear_3984_11038)'
+      />
+      <path
+        d='M4.51642 15.7413C5.54966 16.7746 7.22487 16.7746 8.25812 15.7413L15.7415 8.25803C16.7748 7.2248 18.45 7.2248 19.4832 8.25803L23.2249 11.9997C24.2582 13.0329 24.2582 14.7081 23.2249 15.7413L15.7415 23.2246C14.7083 24.2579 13.033 24.2579 11.9998 23.2246L4.51642 15.7413Z'
+        fill='url(#paint5_linear_3984_11038)'
+      />
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[Microsoft Planner](https://www.microsoft.com/en-us/microsoft-365/planner) is a task management tool that helps teams organize work visually using boards, tasks, and buckets. Integrated with Microsoft 365, it offers a simple, intuitive way to manage team projects, assign responsibilities, and track progress.
+
+With Microsoft Planner, you can:
+
+- **Create and manage tasks**: Add new tasks with due dates, priorities, and assigned users
+- **Organize with buckets**: Group tasks by phase, status, or category to reflect your team’s workflow
+- **Visualize project status**: Use boards, charts, and filters to monitor workload and track progress
+- **Stay integrated with Microsoft 365**: Seamlessly connect tasks with Teams, Outlook, and other Microsoft tools
+
+In Sim, the Microsoft Planner integration allows your agents to programmatically create, read, and manage tasks as part of their workflows. Agents can generate new tasks based on incoming requests, retrieve task details to drive decisions, and track status across projects — all without human intervention. Whether you're building workflows for client onboarding, internal project tracking, or follow-up task generation, integrating Microsoft Planner with Sim gives your agents a structured way to coordinate work, automate task creation, and keep teams aligned.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Integrate Microsoft Planner functionality to manage tasks. Read all user tasks, tasks from specific plans, individual tasks, or create new tasks with various properties like title, description, due date, and assignees using OAuth authentication.
+
+
+
+## Tools
+
+### `microsoft_planner_read_task`
+
+Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `planId` | string | No | The ID of the plan to get tasks from \(if not provided, gets all user tasks\) |
+| `taskId` | string | No | The ID of the task to get |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether tasks were retrieved successfully |
+| `tasks` | array | Array of task objects with filtered properties |
+| `metadata` | object | Metadata including planId, userId, and planUrl |
+
+### `microsoft_planner_create_task`
+
+Create a new task in Microsoft Planner
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `planId` | string | Yes | The ID of the plan where the task will be created |
+| `title` | string | Yes | The title of the task |
+| `description` | string | No | The description of the task |
+| `dueDateTime` | string | No | The due date and time for the task \(ISO 8601 format\) |
+| `assigneeUserId` | string | No | The user ID to assign the task to |
+| `bucketId` | string | No | The bucket ID to place the task in |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether the task was created successfully |
+| `task` | object | The created task object with all properties |
+| `metadata` | object | Metadata including planId, taskId, and taskUrl |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `microsoft_planner`

apps/docs/content/docs/tools/microsoft_teams.mdx

@@ -92,7 +92,7 @@ With Microsoft Teams, you can:
 - **Access across devices**: Use Teams on desktop, web, and mobile with cloud-synced conversations  
 - **Secure communication**: Leverage enterprise-grade security and compliance features
 
-In Sim Studio, the Microsoft Teams integration enables your agents to interact directly with chat messages programmatically. This allows for powerful automation scenarios such as sending updates, posting alerts, coordinating tasks, and responding to conversations in real time. Your agents can write new messages to chats or channels, update content based on workflow data, and engage with users where collaboration happens. By integrating Sim Studio with Microsoft Teams, you bridge the gap between intelligent workflows and team communication — empowering your agents to streamline collaboration, automate communication tasks, and keep your teams aligned.
+In Sim, the Microsoft Teams integration enables your agents to interact directly with chat messages programmatically. This allows for powerful automation scenarios such as sending updates, posting alerts, coordinating tasks, and responding to conversations in real time. Your agents can write new messages to chats or channels, update content based on workflow data, and engage with users where collaboration happens. By integrating Sim with Microsoft Teams, you bridge the gap between intelligent workflows and team communication — empowering your agents to streamline collaboration, automate communication tasks, and keep your teams aligned.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -112,19 +112,19 @@ Read content from a Microsoft Teams chat
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Microsoft Teams API |
 | `chatId` | string | Yes | The ID of the chat to read from |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
-| `messageCount` | string |
-| `messages` | string |
-| `totalAttachments` | string |
-| `attachmentTypes` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Teams chat read operation success status |
+| `messageCount` | number | Number of messages retrieved from chat |
+| `chatId` | string | ID of the chat that was read from |
+| `messages` | array | Array of chat message objects |
+| `attachmentCount` | number | Total number of attachments found |
+| `attachmentTypes` | array | Types of attachments found |
+| `content` | string | Formatted content of chat messages |
 
 ### `microsoft_teams_write_chat`
 
@@ -134,16 +134,19 @@ Write or update content in a Microsoft Teams chat
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Microsoft Teams API |
 | `chatId` | string | Yes | The ID of the chat to write to |
 | `content` | string | Yes | The content to write to the message |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `updatedContent` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Teams chat message send success status |
+| `messageId` | string | Unique identifier for the sent message |
+| `chatId` | string | ID of the chat where message was sent |
+| `createdTime` | string | Timestamp when message was created |
+| `url` | string | Web URL to the message |
+| `updatedContent` | boolean | Whether content was successfully updated |
 
 ### `microsoft_teams_read_channel`
 
@@ -153,21 +156,21 @@ Read content from a Microsoft Teams channel
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Microsoft Teams API |
 | `teamId` | string | Yes | The ID of the team to read from |
 | `channelId` | string | Yes | The ID of the channel to read from |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
-| `channelId` | string |
-| `messageCount` | string |
-| `messages` | string |
-| `totalAttachments` | string |
-| `attachmentTypes` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Teams channel read operation success status |
+| `messageCount` | number | Number of messages retrieved from channel |
+| `teamId` | string | ID of the team that was read from |
+| `channelId` | string | ID of the channel that was read from |
+| `messages` | array | Array of channel message objects |
+| `attachmentCount` | number | Total number of attachments found |
+| `attachmentTypes` | array | Types of attachments found |
+| `content` | string | Formatted content of channel messages |
 
 ### `microsoft_teams_write_channel`
 
@@ -177,39 +180,24 @@ Write or send a message to a Microsoft Teams channel
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Microsoft Teams API |
 | `teamId` | string | Yes | The ID of the team to write to |
 | `channelId` | string | Yes | The ID of the channel to write to |
 | `content` | string | Yes | The content to write to the channel |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `updatedContent` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Teams channel message send success status |
+| `messageId` | string | Unique identifier for the sent message |
+| `teamId` | string | ID of the team where message was sent |
+| `channelId` | string | ID of the channel where message was sent |
+| `createdTime` | string | Timestamp when message was created |
+| `url` | string | Web URL to the message |
+| `updatedContent` | boolean | Whether content was successfully updated |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `metadata` | json | metadata output from the block |
-| `updatedContent` | boolean | updatedContent output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/mistral_parse.mdx

@@ -79,7 +79,7 @@ The Mistral Parse tool is particularly useful for scenarios where your agents ne
 
 ## Usage Instructions
 
-Extract text and structure from PDF documents using Mistral's OCR API. Configure processing options and get the content in your preferred format. For URLs, they must be publicly accessible and point to a valid PDF file. Note: Google Drive, Dropbox, and other cloud storage links are not supported; use a direct download URL from a web server instead.
+Extract text and structure from PDF documents using Mistral's OCR API. Either enter a URL to a PDF document or upload a PDF file directly. Configure processing options and get the content in your preferred format. For URLs, they must be publicly accessible and point to a valid PDF file. Note: Google Drive, Dropbox, and other cloud storage links are not supported; use a direct download URL from a web server instead.
 
 
 
@@ -104,28 +104,14 @@ Parse PDF documents using Mistral OCR API
 
 #### Output
 
-This tool does not produce any outputs.
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether the PDF was parsed successfully |
+| `content` | string | Extracted content in the requested format \(markdown, text, or JSON\) |
+| `metadata` | object | Processing metadata including jobId, fileType, pageCount, and usage info |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `inputMethod` | string | No |  |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `metadata` | json | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/mysql.mdx

@@ -0,0 +1,180 @@
+---
+title: MySQL
+description: Connect to MySQL database
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="mysql"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      xmlns='http://www.w3.org/2000/svg'
+      
+      
+      viewBox='0 0 25.6 25.6'
+    >
+      <path
+        d='M179.076 94.886c-3.568-.1-6.336.268-8.656 1.25-.668.27-1.74.27-1.828 1.116.357.355.4.936.713 1.428.535.893 1.473 2.096 2.32 2.72l2.855 2.053c1.74 1.07 3.703 1.695 5.398 2.766.982.625 1.963 1.428 2.945 2.098.5.357.803.938 1.428 1.16v-.135c-.312-.4-.402-.98-.713-1.428l-1.34-1.293c-1.293-1.74-2.9-3.258-4.64-4.506-1.428-.982-4.55-2.32-5.13-3.97l-.088-.1c.98-.1 2.14-.447 3.078-.715 1.518-.4 2.9-.312 4.46-.713l2.143-.625v-.4c-.803-.803-1.383-1.874-2.23-2.632-2.275-1.963-4.775-3.882-7.363-5.488-1.383-.892-3.168-1.473-4.64-2.23-.537-.268-1.428-.402-1.74-.848-.805-.98-1.25-2.275-1.83-3.436l-3.658-7.763c-.803-1.74-1.295-3.48-2.275-5.086-4.596-7.585-9.594-12.18-17.268-16.687-1.65-.937-3.613-1.34-5.7-1.83l-3.346-.18c-.715-.312-1.428-1.16-2.053-1.562-2.543-1.606-9.102-5.086-10.977-.5-1.205 2.9 1.785 5.755 2.8 7.228.76 1.026 1.74 2.186 2.277 3.346.3.758.4 1.562.713 2.365.713 1.963 1.383 4.15 2.32 5.98.5.937 1.025 1.92 1.65 2.767.357.5.982.714 1.115 1.517-.625.893-.668 2.23-1.025 3.347-1.607 5.042-.982 11.288 1.293 15 .715 1.115 2.4 3.57 4.686 2.632 2.008-.803 1.56-3.346 2.14-5.577.135-.535.045-.892.312-1.25v.1l1.83 3.703c1.383 2.186 3.793 4.462 5.8 5.98 1.07.803 1.918 2.187 3.256 2.677v-.135h-.088c-.268-.4-.67-.58-1.027-.892-.803-.803-1.695-1.785-2.32-2.677-1.873-2.498-3.523-5.265-4.996-8.12-.715-1.383-1.34-2.9-1.918-4.283-.27-.536-.27-1.34-.715-1.606-.67.98-1.65 1.83-2.143 3.034-.848 1.918-.936 4.283-1.248 6.737-.18.045-.1 0-.18.1-1.426-.356-1.918-1.83-2.453-3.078-1.338-3.168-1.562-8.254-.402-11.913.312-.937 1.652-3.882 1.117-4.774-.27-.848-1.16-1.338-1.652-2.008-.58-.848-1.203-1.918-1.605-2.855-1.07-2.5-1.605-5.265-2.766-7.764-.537-1.16-1.473-2.365-2.232-3.435-.848-1.205-1.783-2.053-2.453-3.48-.223-.5-.535-1.294-.178-1.83.088-.357.268-.5.623-.58.58-.5 2.232.134 2.812.4 1.65.67 3.033 1.294 4.416 2.23.625.446 1.295 1.294 2.098 1.518h.938c1.428.312 3.033.1 4.37.5 2.365.76 4.506 1.874 6.426 3.08 5.844 3.703 10.664 8.968 13.92 15.26.535 1.026.758 1.963 1.25 3.034.938 2.187 2.098 4.417 3.033 6.56.938 2.097 1.83 4.24 3.168 5.98.67.937 3.346 1.427 4.55 1.918.893.4 2.275.76 3.08 1.25 1.516.937 3.033 2.008 4.46 3.034.713.534 2.945 1.65 3.078 2.54zm-45.5-38.772a7.09 7.09 0 0 0-1.828.223v.1h.088c.357.714.982 1.205 1.428 1.83l1.027 2.142.088-.1c.625-.446.938-1.16.938-2.23-.268-.312-.312-.625-.535-.937-.268-.446-.848-.67-1.206-1.026z'
+        transform='matrix(.390229 0 0 .38781 -46.300037 -16.856717)'
+        fillRule='evenodd'
+        fill='#00678c'
+      />
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+The [MySQL](https://www.mysql.com/) tool enables you to connect to any MySQL database and perform a wide range of database operations directly within your agentic workflows. With secure connection handling and flexible configuration, you can easily manage and interact with your data.
+
+With the MySQL tool, you can:
+
+- **Query data**: Execute SELECT queries to retrieve data from your MySQL tables using the `mysql_query` operation.
+- **Insert records**: Add new rows to your tables with the `mysql_insert` operation by specifying the table and data to insert.
+- **Update records**: Modify existing data in your tables using the `mysql_update` operation, providing the table, new data, and WHERE conditions.
+- **Delete records**: Remove rows from your tables with the `mysql_delete` operation, specifying the table and WHERE conditions.
+- **Execute raw SQL**: Run any custom SQL command using the `mysql_execute` operation for advanced use cases.
+
+The MySQL tool is ideal for scenarios where your agents need to interact with structured data—such as automating reporting, syncing data between systems, or powering data-driven workflows. It streamlines database access, making it easy to read, write, and manage your MySQL data programmatically.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Connect to any MySQL database to execute queries, manage data, and perform database operations. Supports SELECT, INSERT, UPDATE, DELETE operations with secure connection handling.
+
+
+
+## Tools
+
+### `mysql_query`
+
+Execute SELECT query on MySQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | MySQL server hostname or IP address |
+| `port` | number | Yes | MySQL server port \(default: 3306\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `query` | string | Yes | SQL SELECT query to execute |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Array of rows returned from the query |
+| `rowCount` | number | Number of rows returned |
+
+### `mysql_insert`
+
+Insert new record into MySQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | MySQL server hostname or IP address |
+| `port` | number | Yes | MySQL server port \(default: 3306\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `table` | string | Yes | Table name to insert into |
+| `data` | object | Yes | Data to insert as key-value pairs |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Array of inserted rows |
+| `rowCount` | number | Number of rows inserted |
+
+### `mysql_update`
+
+Update existing records in MySQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | MySQL server hostname or IP address |
+| `port` | number | Yes | MySQL server port \(default: 3306\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `table` | string | Yes | Table name to update |
+| `data` | object | Yes | Data to update as key-value pairs |
+| `where` | string | Yes | WHERE clause condition \(without WHERE keyword\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Array of updated rows |
+| `rowCount` | number | Number of rows updated |
+
+### `mysql_delete`
+
+Delete records from MySQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | MySQL server hostname or IP address |
+| `port` | number | Yes | MySQL server port \(default: 3306\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `table` | string | Yes | Table name to delete from |
+| `where` | string | Yes | WHERE clause condition \(without WHERE keyword\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Array of deleted rows |
+| `rowCount` | number | Number of rows deleted |
+
+### `mysql_execute`
+
+Execute raw SQL query on MySQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | MySQL server hostname or IP address |
+| `port` | number | Yes | MySQL server port \(default: 3306\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `query` | string | Yes | Raw SQL query to execute |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Array of rows returned from the query |
+| `rowCount` | number | Number of rows affected |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `mysql`

apps/docs/content/docs/tools/notion.mdx

@@ -29,7 +29,17 @@ With Notion, you can:
 - **Connect information**: Link between pages and databases to create a knowledge network
 - **Access anywhere**: Use Notion across web, desktop, and mobile platforms with automatic syncing
 
-In Sim Studio, the Notion integration enables your agents to interact directly with your Notion workspace programmatically. This allows for powerful automation scenarios such as knowledge management, content creation, and information retrieval. Your agents can read existing Notion pages to extract information, write to pages to update content, and create new pages from scratch. This integration bridges the gap between your AI workflows and your knowledge base, enabling seamless documentation and information management. By connecting Sim Studio with Notion, you can automate documentation processes, maintain up-to-date information repositories, generate reports, and organize information intelligently - all through your intelligent agents.
+In Sim, the Notion integration enables your agents to interact directly with your Notion workspace programmatically. This allows for powerful automation scenarios such as knowledge management, content creation, and information retrieval. Your agents can:
+
+- **Read Notion pages**: Extract content and metadata from any Notion page.
+- **Read Notion databases**: Retrieve database structure and information.
+- **Write to pages**: Append new content to existing Notion pages.
+- **Create new pages**: Generate new Notion pages under a parent page, with custom titles and content.
+- **Query databases**: Search and filter database entries using advanced filter and sort criteria.
+- **Search workspace**: Search across your entire Notion workspace for pages or databases matching specific queries.
+- **Create new databases**: Programmatically create new databases with custom properties and structure.
+
+This integration bridges the gap between your AI workflows and your knowledge base, enabling seamless documentation and information management. By connecting Sim with Notion, you can automate documentation processes, maintain up-to-date information repositories, generate reports, and organize information intelligently—all through your intelligent agents.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -49,18 +59,14 @@ Read content from a Notion page
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Notion OAuth access token |
 | `pageId` | string | Yes | The ID of the Notion page to read |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
-| `lastEditedTime` | string |
-| `createdTime` | string |
-| `url` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Page content in markdown format with headers, paragraphs, lists, and todos |
+| `metadata` | object | Page metadata including title, URL, and timestamps |
 
 ### `notion_read_database`
 
@@ -70,21 +76,14 @@ Read database information and structure from Notion
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Notion OAuth access token |
 | `databaseId` | string | Yes | The ID of the Notion database to read |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `url` | string |
-| `id` | string |
-| `createdTime` | string |
-| `lastEditedTime` | string |
-| `properties` | string |
-| `content` | string |
-| `title` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Database information including title, properties schema, and metadata |
+| `metadata` | object | Database metadata including title, ID, URL, timestamps, and properties schema |
 
 ### `notion_write`
 
@@ -94,15 +93,14 @@ Append content to a Notion page
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Notion OAuth access token |
 | `pageId` | string | Yes | The ID of the Notion page to append content to |
 | `content` | string | Yes | The content to append to the page |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Success message confirming content was appended to page |
 
 ### `notion_create_page`
 
@@ -112,16 +110,16 @@ Create a new page in Notion
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Notion OAuth access token |
 | `parentId` | string | Yes | ID of the parent page |
 | `title` | string | No | Title of the new page |
 | `content` | string | No | Optional content to add to the page upon creation |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Success message confirming page creation |
+| `metadata` | object | Page metadata including title, page ID, URL, and timestamps |
 
 ### `notion_query_database`
 
@@ -131,7 +129,6 @@ Query and filter Notion database entries with advanced filtering
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Notion OAuth access token |
 | `databaseId` | string | Yes | The ID of the database to query |
 | `filter` | string | No | Filter conditions as JSON \(optional\) |
 | `sorts` | string | No | Sort criteria as JSON array \(optional\) |
@@ -139,13 +136,10 @@ Query and filter Notion database entries with advanced filtering
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
-| `hasMore` | string |
-| `nextCursor` | string |
-| `results` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Formatted list of database entries with their properties |
+| `metadata` | object | Query metadata including total results count, pagination info, and raw results array |
 
 ### `notion_search`
 
@@ -155,20 +149,16 @@ Search across all pages and databases in Notion workspace
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Notion OAuth access token |
 | `query` | string | No | Search terms \(leave empty to get all pages\) |
 | `filterType` | string | No | Filter by object type: page, database, or leave empty for all |
 | `pageSize` | number | No | Number of results to return \(default: 100, max: 100\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `metadata` | string |
-| `hasMore` | string |
-| `nextCursor` | string |
-| `results` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Formatted list of search results including pages and databases |
+| `metadata` | object | Search metadata including total results count, pagination info, and raw results array |
 
 ### `notion_create_database`
 
@@ -178,42 +168,19 @@ Create a new database in Notion with custom properties
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Notion OAuth access token |
 | `parentId` | string | Yes | ID of the parent page where the database will be created |
 | `title` | string | Yes | Title for the new database |
-| `properties` | string | No | Database properties as JSON object \(optional, will create a default  |
+| `properties` | string | No | Database properties as JSON object \(optional, will create a default "Name" property if empty\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `url` | string |
-| `createdTime` | string |
-| `properties` | string |
-| `content` | string |
-| `title` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Success message with database details and properties list |
+| `metadata` | object | Database metadata including ID, title, URL, creation time, and properties schema |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `metadata` | any | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/onedrive.mdx

@@ -0,0 +1,125 @@
+---
+title: OneDrive
+description: Create, upload, and list files
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="onedrive"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"  fill='currentColor' viewBox='0 0 32 32' xmlns='http://www.w3.org/2000/svg'>
+      <g>
+        <path
+          d='M12.20245,11.19292l.00031-.0011,6.71765,4.02379,4.00293-1.68451.00018.00068A6.4768,6.4768,0,0,1,25.5,13c.14764,0,.29358.0067.43878.01639a10.00075,10.00075,0,0,0-18.041-3.01381C7.932,10.00215,7.9657,10,8,10A7.96073,7.96073,0,0,1,12.20245,11.19292Z'
+          fill='#0364b8'
+        />
+        <path
+          d='M12.20276,11.19182l-.00031.0011A7.96073,7.96073,0,0,0,8,10c-.0343,0-.06805.00215-.10223.00258A7.99676,7.99676,0,0,0,1.43732,22.57277l5.924-2.49292,2.63342-1.10819,5.86353-2.46746,3.06213-1.28859Z'
+          fill='#0078d4'
+        />
+        <path
+          d='M25.93878,13.01639C25.79358,13.0067,25.64764,13,25.5,13a6.4768,6.4768,0,0,0-2.57648.53178l-.00018-.00068-4.00293,1.68451,1.16077.69528L23.88611,18.19l1.66009.99438,5.67633,3.40007a6.5002,6.5002,0,0,0-5.28375-9.56805Z'
+          fill='#1490df'
+        />
+        <path
+          d='M25.5462,19.18437,23.88611,18.19l-3.80493-2.2791-1.16077-.69528L15.85828,16.5042,9.99475,18.97166,7.36133,20.07985l-5.924,2.49292A7.98889,7.98889,0,0,0,8,26H25.5a6.49837,6.49837,0,0,0,5.72253-3.41556Z'
+          fill='#28a8ea'
+        />
+      </g>
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[OneDrive](https://onedrive.live.com) is Microsoft’s cloud storage and file synchronization service that allows users to securely store, access, and share files across devices. Integrated deeply into the Microsoft 365 ecosystem, OneDrive supports seamless collaboration, version control, and real-time access to content across teams and organizations.
+
+Learn how to integrate the OneDrive tool in Sim to automatically pull, manage, and organize your cloud files within your workflows. This tutorial walks you through connecting OneDrive, setting up file access, and using stored content to power automation. Ideal for syncing essential documents and media with your agents in real time.
+
+With OneDrive, you can:
+
+- **Store files securely in the cloud**: Upload and access documents, images, and other files from any device
+- **Organize your content**: Create structured folders and manage file versions with ease
+- **Collaborate in real time**: Share files, edit them simultaneously with others, and track changes
+- **Access across devices**: Use OneDrive from desktop, mobile, and web platforms
+- **Integrate with Microsoft 365**: Work seamlessly with Word, Excel, PowerPoint, and Teams
+- **Control permissions**: Share files and folders with custom access settings and expiration controls
+
+In Sim, the OneDrive integration enables your agents to directly interact with your cloud storage. Agents can upload new files to specific folders, retrieve and read existing files, and list folder contents to dynamically organize and access information. This integration allows your agents to incorporate file operations into intelligent workflows — automating document intake, content analysis, and structured storage management. By connecting Sim with OneDrive, you empower your agents to manage and use cloud documents programmatically, eliminating manual steps and enhancing automation with secure, real-time file access.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Integrate OneDrive functionality to manage files and folders. Upload new files, create new folders, and list contents of folders using OAuth authentication. Supports file operations with custom MIME types and folder organization.
+
+
+
+## Tools
+
+### `onedrive_upload`
+
+Upload a file to OneDrive
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `fileName` | string | Yes | The name of the file to upload |
+| `content` | string | Yes | The content of the file to upload |
+| `folderSelector` | string | No | Select the folder to upload the file to |
+| `manualFolderId` | string | No | Manually entered folder ID \(advanced mode\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether the file was uploaded successfully |
+| `file` | object | The uploaded file object with metadata including id, name, webViewLink, webContentLink, and timestamps |
+
+### `onedrive_create_folder`
+
+Create a new folder in OneDrive
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `folderName` | string | Yes | Name of the folder to create |
+| `folderSelector` | string | No | Select the parent folder to create the folder in |
+| `manualFolderId` | string | No | Manually entered parent folder ID \(advanced mode\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether the folder was created successfully |
+| `file` | object | The created folder object with metadata including id, name, webViewLink, and timestamps |
+
+### `onedrive_list`
+
+List files and folders in OneDrive
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `folderSelector` | string | No | Select the folder to list files from |
+| `manualFolderId` | string | No | The manually entered folder ID \(advanced mode\) |
+| `query` | string | No | A query to filter the files |
+| `pageSize` | number | No | The number of files to return |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Whether files were listed successfully |
+| `files` | array | Array of file and folder objects with metadata |
+| `nextPageToken` | string | Token for retrieving the next page of results \(optional\) |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `onedrive`

apps/docs/content/docs/tools/openai.mdx

@@ -37,13 +37,13 @@ With OpenAI, you can:
 - **Translate languages**: Convert content between different languages with high accuracy
 - **Summarize content**: Condense long-form text while preserving key information
 
-In Sim Studio, the OpenAI integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, content generation, and semantic analysis. Your agents can generate vector embeddings from text, which are numerical representations that capture semantic meaning, enabling advanced search, classification, and recommendation systems. Additionally, through the DALL-E integration, agents can create images from text descriptions, opening up possibilities for visual content generation. This integration bridges the gap between your workflow automation and state-of-the-art AI capabilities, enabling your agents to understand context, generate relevant content, and make intelligent decisions based on semantic understanding. By connecting Sim Studio with OpenAI, you can create agents that process information more intelligently, generate creative content, and deliver more personalized experiences to users.
+In Sim, the OpenAI integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, content generation, and semantic analysis. Your agents can generate vector embeddings from text, which are numerical representations that capture semantic meaning, enabling advanced search, classification, and recommendation systems. Additionally, through the DALL-E integration, agents can create images from text descriptions, opening up possibilities for visual content generation. This integration bridges the gap between your workflow automation and state-of-the-art AI capabilities, enabling your agents to understand context, generate relevant content, and make intelligent decisions based on semantic understanding. By connecting Sim with OpenAI, you can create agents that process information more intelligently, generate creative content, and deliver more personalized experiences to users.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Convert text into numerical vector representations using OpenAI
+Convert text into numerical vector representations using OpenAI's embedding models. Transform text data into embeddings for semantic search, clustering, and other vector-based operations.
 
 
 
@@ -64,34 +64,13 @@ Generate embeddings from text using OpenAI
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `embeddings` | string |
-| `model` | string |
-| `usage` | string |
-| `total_tokens` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Embeddings generation results |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `input` | string | Yes | Input Text - Enter text to generate embeddings for |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `embeddings` | json | embeddings output from the block |
-| `model` | string | model output from the block |
-| `usage` | json | usage output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/outlook.mdx

@@ -134,7 +134,7 @@ With Microsoft Outlook, you can:
 - **Access across devices**: Use Outlook on desktop, web, and mobile with real-time sync  
 - **Maintain privacy and security**: Leverage enterprise-grade encryption and compliance controls
 
-In Sim Studio, the Microsoft Outlook integration enables your agents to interact directly with email and calendar data programmatically. This allows for powerful automation scenarios such as sending custom email updates, parsing incoming messages for workflow triggers, creating calendar events, and managing task reminders. By connecting Sim Studio with Microsoft Outlook, you enable intelligent agents to automate communications, streamline scheduling, and maintain visibility into organizational correspondence — all within your workflow ecosystem.
+In Sim, the Microsoft Outlook integration enables your agents to interact directly with email and calendar data programmatically. This allows for powerful automation scenarios such as sending custom email updates, parsing incoming messages for workflow triggers, creating calendar events, and managing task reminders. By connecting Sim with Microsoft Outlook, you enable intelligent agents to automate communications, streamline scheduling, and maintain visibility into organizational correspondence — all within your workflow ecosystem.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -154,18 +154,22 @@ Send emails using Outlook
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Outlook API |
 | `to` | string | Yes | Recipient email address |
 | `subject` | string | Yes | Email subject |
 | `body` | string | Yes | Email body content |
+| `replyToMessageId` | string | No | Message ID to reply to \(for threading\) |
+| `conversationId` | string | No | Conversation ID for threading |
+| `cc` | string | No | CC recipients \(comma-separated\) |
+| `bcc` | string | No | BCC recipients \(comma-separated\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
-| `results` | string |
-| `timestamp` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Email send success status |
+| `status` | string | Delivery status of the email |
+| `timestamp` | string | Timestamp when email was sent |
+| `message` | string | Success or error message |
 
 ### `outlook_draft`
 
@@ -175,20 +179,22 @@ Draft emails using Outlook
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Outlook API |
 | `to` | string | Yes | Recipient email address |
 | `subject` | string | Yes | Email subject |
 | `body` | string | Yes | Email body content |
+| `cc` | string | No | CC recipients \(comma-separated\) |
+| `bcc` | string | No | BCC recipients \(comma-separated\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
-| `results` | string |
-| `subject` | string |
-| `status` | string |
-| `timestamp` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Email draft creation success status |
+| `messageId` | string | Unique identifier for the drafted email |
+| `status` | string | Draft status of the email |
+| `subject` | string | Subject of the drafted email |
+| `timestamp` | string | Timestamp when draft was created |
+| `message` | string | Success or error message |
 
 ### `outlook_read`
 
@@ -198,36 +204,36 @@ Read emails from Outlook
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | OAuth access token for Outlook |
 | `folder` | string | No | Folder ID to read emails from \(default: Inbox\) |
 | `maxResults` | number | No | Maximum number of emails to retrieve \(default: 1, max: 10\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
-| `results` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Success or status message |
+| `results` | array | Array of email message objects |
 
+### `outlook_forward`
 
+Forward an existing Outlook message to specified recipients
 
-## Block Configuration
+#### Input
 
-### Input
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `messageId` | string | Yes | The ID of the message to forward |
+| `to` | string | Yes | Recipient email address\(es\), comma-separated |
+| `comment` | string | No | Optional comment to include with the forwarded message |
 
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
+#### Output
 
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Success or error message |
+| `results` | object | Delivery result details |
 
 
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `message` | string | message output from the block |
-| `results` | json | results output from the block |
-
 
 ## Notes
 

apps/docs/content/docs/tools/parallel_ai.mdx

@@ -0,0 +1,106 @@
+---
+title: Parallel AI
+description: Search with Parallel AI
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="parallel_ai"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      fill='currentColor'
+      
+      
+      viewBox='0 0 271 270'
+      xmlns='http://www.w3.org/2000/svg'
+    >
+      <path
+        d='M267.804 105.65H193.828C194.026 106.814 194.187 107.996 194.349 109.178H76.6703C76.4546 110.736 76.2388 112.312 76.0591 113.87H1.63342C1.27387 116.198 0.950289 118.543 0.698608 120.925H75.3759C75.2501 122.483 75.1602 124.059 75.0703 125.617H195.949C196.003 126.781 196.057 127.962 196.093 129.144H270.68V125.384C270.195 118.651 269.242 112.061 267.804 105.65Z'
+        fill='#1D1C1A'
+      />
+      <path
+        d='M195.949 144.401H75.0703C75.1422 145.977 75.2501 147.535 75.3759 149.093H0.698608C0.950289 151.457 1.2559 153.802 1.63342 156.148H76.0591C76.2388 157.724 76.4366 159.282 76.6703 160.84H194.349C194.187 162.022 194.008 163.186 193.828 164.367H267.804C269.242 157.957 270.195 151.367 270.68 144.634V140.874H196.093C196.057 142.055 196.003 143.219 195.949 144.401Z'
+        fill='#1D1C1A'
+      />
+      <path
+        d='M190.628 179.642H80.3559C80.7514 181.218 81.1828 182.776 81.6143 184.334H9.30994C10.2448 186.715 11.2515 189.061 12.3121 191.389H83.7536C84.2749 192.965 84.7962 194.523 85.3535 196.08H185.594C185.163 197.262 184.732 198.426 184.282 199.608H254.519C258.6 192.177 261.98 184.316 264.604 176.114H191.455C191.185 177.296 190.898 178.46 190.61 179.642H190.628Z'
+        fill='#1D1C1A'
+      />
+      <path
+        d='M177.666 214.883H93.3352C94.1082 216.458 94.9172 218.034 95.7441 219.574H29.8756C31.8351 221.992 33.8666 224.337 35.9699 226.63H99.6632C100.598 228.205 101.551 229.781 102.522 231.321H168.498C167.761 232.503 167.006 233.685 166.233 234.849H226.762C234.474 227.847 241.36 219.95 247.292 211.355H179.356C178.799 212.537 178.26 213.719 177.684 214.883H177.666Z'
+        fill='#1D1C1A'
+      />
+      <path
+        d='M154.943 250.106H116.058C117.371 251.699 118.701 253.257 120.067 254.797H73.021C91.6094 264.431 112.715 269.946 135.096 270C135.24 270 135.366 270 135.492 270C135.618 270 135.761 270 135.887 270C164.04 269.911 190.178 261.28 211.805 246.56H157.748C156.813 247.742 155.878 248.924 154.925 250.088L154.943 250.106Z'
+        fill='#1D1C1A'
+      />
+      <path
+        d='M116.059 19.9124H154.943C155.896 21.0764 156.831 22.2582 157.766 23.4401H211.823C190.179 8.72065 164.058 0.0895344 135.906 0C135.762 0 135.636 0 135.51 0C135.384 0 135.24 0 135.115 0C112.715 0.0716275 91.6277 5.56904 73.0393 15.2029H120.086C118.719 16.7429 117.389 18.3187 116.077 19.8945L116.059 19.9124Z'
+        fill='#1D1C1A'
+      />
+      <path
+        d='M93.3356 55.1532H177.667C178.242 56.3171 178.799 57.499 179.339 58.6808H247.274C241.342 50.0855 234.457 42.1886 226.744 35.187H166.215C166.988 36.351 167.743 37.5328 168.48 38.7147H102.504C101.533 40.2726 100.58 41.8305 99.6456 43.4063H35.9523C33.831 45.6804 31.7996 48.0262 29.858 50.4616H95.7265C94.8996 52.0195 94.1086 53.5774 93.3176 55.1532H93.3356Z'
+        fill='#1D1C1A'
+      />
+      <path
+        d='M80.3736 90.3758H190.646C190.933 91.5398 191.221 92.7216 191.491 93.9035H264.64C262.015 85.7021 258.636 77.841 254.555 70.4097H184.318C184.767 71.5736 185.199 72.7555 185.63 73.9373H85.3893C84.832 75.4952 84.2927 77.0531 83.7893 78.6289H12.3479C11.2872 80.9389 10.2805 83.2847 9.3457 85.6842H81.65C81.2186 87.2421 80.7871 88.8 80.3916 90.3758H80.3736Z'
+        fill='#1D1C1A'
+      />
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[Parallel AI](https://parallel.ai/) is an advanced web search and content extraction platform designed to deliver comprehensive, high-quality results for any query. By leveraging intelligent processing and large-scale data extraction, Parallel AI enables users and agents to access, analyze, and synthesize information from across the web with speed and accuracy.
+
+With Parallel AI, you can:
+
+- **Search the web intelligently**: Retrieve relevant, up-to-date information from a wide range of sources  
+- **Extract and summarize content**: Get concise, meaningful excerpts from web pages and documents  
+- **Customize search objectives**: Tailor queries to specific needs or questions for targeted results  
+- **Process results at scale**: Handle large volumes of search results with advanced processing options  
+- **Integrate with workflows**: Use Parallel AI within Sim to automate research, content gathering, and knowledge extraction  
+- **Control output granularity**: Specify the number of results and the amount of content per result  
+- **Secure API access**: Protect your searches and data with API key authentication
+
+In Sim, the Parallel AI integration empowers your agents to perform web searches and extract content programmatically. This enables powerful automation scenarios such as real-time research, competitive analysis, content monitoring, and knowledge base creation. By connecting Sim with Parallel AI, you unlock the ability for agents to gather, process, and utilize web data as part of your automated workflows.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Search the web using Parallel AI's advanced search capabilities. Get comprehensive results with intelligent processing and content extraction.
+
+
+
+## Tools
+
+### `parallel_search`
+
+Search the web using Parallel AI. Provides comprehensive search results with intelligent processing and content extraction.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `objective` | string | Yes | The search objective or question to answer |
+| `search_queries` | string | No | Optional comma-separated list of search queries to execute |
+| `processor` | string | No | Processing method: base or pro \(default: base\) |
+| `max_results` | number | No | Maximum number of results to return \(default: 5\) |
+| `max_chars_per_result` | number | No | Maximum characters per result \(default: 1500\) |
+| `apiKey` | string | Yes | Parallel AI API Key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `results` | array | Search results with excerpts from relevant pages |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `parallel_ai`

apps/docs/content/docs/tools/perplexity.mdx

@@ -31,7 +31,7 @@ With Perplexity AI, you can:
 - **Research efficiently**: Streamline research processes with comprehensive answers to complex queries
 - **Interact conversationally**: Engage in natural dialogue to refine questions and explore topics
 
-In Sim Studio, the Perplexity integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, real-time information retrieval, and content generation. Your agents can formulate queries, receive comprehensive answers with citations, and incorporate this information into their decision-making processes or outputs. This integration bridges the gap between your workflow automation and access to current, reliable information, enabling your agents to make more informed decisions and provide more accurate responses. By connecting Sim Studio with Perplexity, you can create agents that stay current with the latest information, provide well-researched answers, and deliver more valuable insights to users - all without requiring manual research or information gathering.
+In Sim, the Perplexity integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, real-time information retrieval, and content generation. Your agents can formulate queries, receive comprehensive answers with citations, and incorporate this information into their decision-making processes or outputs. This integration bridges the gap between your workflow automation and access to current, reliable information, enabling your agents to make more informed decisions and provide more accurate responses. By connecting Sim with Perplexity, you can create agents that stay current with the latest information, provide well-researched answers, and deliver more valuable insights to users - all without requiring manual research or information gathering.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -60,35 +60,13 @@ Generate completions using Perplexity AI chat models
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `model` | string |
-| `usage` | string |
-| `completion_tokens` | string |
-| `total_tokens` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Chat completion results |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `content` | string | Yes | User Prompt - Enter your prompt here... |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `model` | string | model output from the block |
-| `usage` | json | usage output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/pinecone.mdx

@@ -39,13 +39,13 @@ With Pinecone, you can:
 - **Scale seamlessly**: Handle billions of vectors with consistent performance
 - **Maintain real-time indexes**: Update your vector database in real-time as new data arrives
 
-In Sim Studio, the Pinecone integration enables your agents to leverage vector search capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language processing with semantic search and retrieval. Your agents can generate embeddings from text, store these vectors in Pinecone indexes, and perform similarity searches to find the most relevant information. This integration bridges the gap between your AI workflows and vector search infrastructure, enabling more intelligent information retrieval based on semantic meaning rather than exact keyword matching. By connecting Sim Studio with Pinecone, you can create agents that understand context, retrieve relevant information from large datasets, and deliver more accurate and personalized responses to users - all without requiring complex infrastructure management or specialized knowledge of vector databases.
+In Sim, the Pinecone integration enables your agents to leverage vector search capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language processing with semantic search and retrieval. Your agents can generate embeddings from text, store these vectors in Pinecone indexes, and perform similarity searches to find the most relevant information. This integration bridges the gap between your AI workflows and vector search infrastructure, enabling more intelligent information retrieval based on semantic meaning rather than exact keyword matching. By connecting Sim with Pinecone, you can create agents that understand context, retrieve relevant information from large datasets, and deliver more accurate and personalized responses to users - all without requiring complex infrastructure management or specialized knowledge of vector databases.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Store, search, and retrieve vector embeddings using Pinecone
+Store, search, and retrieve vector embeddings using Pinecone's specialized vector database. Generate embeddings from text and perform semantic similarity searches with customizable filtering options.
 
 
 
@@ -65,12 +65,12 @@ Generate embeddings from text using Pinecone
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | string |
-| `model` | string |
-| `vector_type` | string |
-| `usage` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | array | Generated embeddings data with values and vector type |
+| `model` | string | Model used for generating embeddings |
+| `vector_type` | string | Type of vector generated \(dense/sparse\) |
+| `usage` | object | Usage statistics for embeddings generation |
 
 ### `pinecone_upsert_text`
 
@@ -87,9 +87,10 @@ Insert or update text records in a Pinecone index
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `statusText` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `statusText` | string | Status of the upsert operation |
+| `upsertedCount` | number | Number of records successfully upserted |
 
 ### `pinecone_search_text`
 
@@ -110,11 +111,9 @@ Search for similar text in a Pinecone index
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `matches` | string |
-| `score` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `matches` | array | Search results with ID, score, and metadata |
 
 ### `pinecone_search_vector`
 
@@ -135,12 +134,10 @@ Search for similar vectors in a Pinecone index
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `matches` | string |
-| `score` | string |
-| `values` | string |
-| `metadata` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `matches` | array | Vector search results with ID, score, values, and metadata |
+| `namespace` | string | Namespace where the search was performed |
 
 ### `pinecone_fetch`
 
@@ -157,38 +154,12 @@ Fetch vectors by ID from a Pinecone index
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `matches` | string |
-| `values` | string |
-| `metadata` | string |
-| `score` | string |
-| `id` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `matches` | array | Fetched vectors with ID, values, metadata, and score |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `matches` | any | matches output from the block |
-| `upsertedCount` | any | upsertedCount output from the block |
-| `data` | any | data output from the block |
-| `model` | any | model output from the block |
-| `vector_type` | any | vector_type output from the block |
-| `usage` | any | usage output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/postgresql.mdx

@@ -0,0 +1,188 @@
+---
+title: PostgreSQL
+description: Connect to PostgreSQL database
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="postgresql"
+  color="#336791"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      
+      
+      viewBox='-4 0 264 264'
+      xmlns='http://www.w3.org/2000/svg'
+      preserveAspectRatio='xMinYMin meet'
+    >
+      <path d='M255.008 158.086c-1.535-4.649-5.556-7.887-10.756-8.664-2.452-.366-5.26-.21-8.583.475-5.792 1.195-10.089 1.65-13.225 1.738 11.837-19.985 21.462-42.775 27.003-64.228 8.96-34.689 4.172-50.492-1.423-57.64C233.217 10.847 211.614.683 185.552.372c-13.903-.17-26.108 2.575-32.475 4.549-5.928-1.046-12.302-1.63-18.99-1.738-12.537-.2-23.614 2.533-33.079 8.15-5.24-1.772-13.65-4.27-23.362-5.864-22.842-3.75-41.252-.828-54.718 8.685C6.622 25.672-.937 45.684.461 73.634c.444 8.874 5.408 35.874 13.224 61.48 4.492 14.718 9.282 26.94 14.237 36.33 7.027 13.315 14.546 21.156 22.987 23.972 4.731 1.576 13.327 2.68 22.368-4.85 1.146 1.388 2.675 2.767 4.704 4.048 2.577 1.625 5.728 2.953 8.875 3.74 11.341 2.835 21.964 2.126 31.027-1.848.056 1.612.099 3.152.135 4.482.06 2.157.12 4.272.199 6.25.537 13.374 1.447 23.773 4.143 31.049.148.4.347 1.01.557 1.657 1.345 4.118 3.594 11.012 9.316 16.411 5.925 5.593 13.092 7.308 19.656 7.308 3.292 0 6.433-.432 9.188-1.022 9.82-2.105 20.973-5.311 29.041-16.799 7.628-10.86 11.336-27.217 12.007-52.99.087-.729.167-1.425.244-2.088l.16-1.362 1.797.158.463.031c10.002.456 22.232-1.665 29.743-5.154 5.935-2.754 24.954-12.795 20.476-26.351' />
+      <path
+        d='M237.906 160.722c-29.74 6.135-31.785-3.934-31.785-3.934 31.4-46.593 44.527-105.736 33.2-120.211-30.904-39.485-84.399-20.811-85.292-20.327l-.287.052c-5.876-1.22-12.451-1.946-19.842-2.067-13.456-.22-23.664 3.528-31.41 9.402 0 0-95.43-39.314-90.991 49.444.944 18.882 27.064 142.873 58.218 105.422 11.387-13.695 22.39-25.274 22.39-25.274 5.464 3.63 12.006 5.482 18.864 4.817l.533-.452c-.166 1.7-.09 3.363.213 5.332-8.026 8.967-5.667 10.541-21.711 13.844-16.235 3.346-6.698 9.302-.471 10.86 7.549 1.887 25.013 4.561 36.813-11.958l-.47 1.885c3.144 2.519 5.352 16.383 4.982 28.952-.37 12.568-.617 21.197 1.86 27.937 2.479 6.74 4.948 21.905 26.04 17.386 17.623-3.777 26.756-13.564 28.027-29.89.901-11.606 2.942-9.89 3.07-20.267l1.637-4.912c1.887-15.733.3-20.809 11.157-18.448l2.64.232c7.99.363 18.45-1.286 24.589-4.139 13.218-6.134 21.058-16.377 8.024-13.686h.002'
+        fill='#336791'
+      />
+      <path
+        d='M108.076 81.525c-2.68-.373-5.107-.028-6.335.902-.69.523-.904 1.129-.962 1.546-.154 1.105.62 2.327 1.096 2.957 1.346 1.784 3.312 3.01 5.258 3.28.282.04.563.058.842.058 3.245 0 6.196-2.527 6.456-4.392.325-2.336-3.066-3.893-6.355-4.35M196.86 81.599c-.256-1.831-3.514-2.353-6.606-1.923-3.088.43-6.082 1.824-5.832 3.659.2 1.427 2.777 3.863 5.827 3.863.258 0 .518-.017.78-.054 2.036-.282 3.53-1.575 4.24-2.32 1.08-1.136 1.706-2.402 1.591-3.225'
+        fill='#FFF'
+      />
+      <path
+        d='M247.802 160.025c-1.134-3.429-4.784-4.532-10.848-3.28-18.005 3.716-24.453 1.142-26.57-.417 13.995-21.32 25.508-47.092 31.719-71.137 2.942-11.39 4.567-21.968 4.7-30.59.147-9.463-1.465-16.417-4.789-20.665-13.402-17.125-33.072-26.311-56.882-26.563-16.369-.184-30.199 4.005-32.88 5.183-5.646-1.404-11.801-2.266-18.502-2.376-12.288-.199-22.91 2.743-31.704 8.74-3.82-1.422-13.692-4.811-25.765-6.756-20.872-3.36-37.458-.814-49.294 7.571-14.123 10.006-20.643 27.892-19.38 53.16.425 8.501 5.269 34.653 12.913 59.698 10.062 32.964 21 51.625 32.508 55.464 1.347.449 2.9.763 4.613.763 4.198 0 9.345-1.892 14.7-8.33a529.832 529.832 0 0 1 20.261-22.926c4.524 2.428 9.494 3.784 14.577 3.92.01.133.023.266.035.398a117.66 117.66 0 0 0-2.57 3.175c-3.522 4.471-4.255 5.402-15.592 7.736-3.225.666-11.79 2.431-11.916 8.435-.136 6.56 10.125 9.315 11.294 9.607 4.074 1.02 7.999 1.523 11.742 1.523 9.103 0 17.114-2.992 23.516-8.781-.197 23.386.778 46.43 3.586 53.451 2.3 5.748 7.918 19.795 25.664 19.794 2.604 0 5.47-.303 8.623-.979 18.521-3.97 26.564-12.156 29.675-30.203 1.665-9.645 4.522-32.676 5.866-45.03 2.836.885 6.487 1.29 10.434 1.289 8.232 0 17.731-1.749 23.688-4.514 6.692-3.108 18.768-10.734 16.578-17.36zm-44.106-83.48c-.061 3.647-.563 6.958-1.095 10.414-.573 3.717-1.165 7.56-1.314 12.225-.147 4.54.42 9.26.968 13.825 1.108 9.22 2.245 18.712-2.156 28.078a36.508 36.508 0 0 1-1.95-4.009c-.547-1.326-1.735-3.456-3.38-6.404-6.399-11.476-21.384-38.35-13.713-49.316 2.285-3.264 8.084-6.62 22.64-4.813zm-17.644-61.787c21.334.471 38.21 8.452 50.158 23.72 9.164 11.711-.927 64.998-30.14 110.969a171.33 171.33 0 0 0-.886-1.117l-.37-.462c7.549-12.467 6.073-24.802 4.759-35.738-.54-4.488-1.05-8.727-.92-12.709.134-4.22.692-7.84 1.232-11.34.663-4.313 1.338-8.776 1.152-14.037.139-.552.195-1.204.122-1.978-.475-5.045-6.235-20.144-17.975-33.81-6.422-7.475-15.787-15.84-28.574-21.482 5.5-1.14 13.021-2.203 21.442-2.016zM66.674 175.778c-5.9 7.094-9.974 5.734-11.314 5.288-8.73-2.912-18.86-21.364-27.791-50.624-7.728-25.318-12.244-50.777-12.602-57.916-1.128-22.578 4.345-38.313 16.268-46.769 19.404-13.76 51.306-5.524 64.125-1.347-.184.182-.376.352-.558.537-21.036 21.244-20.537 57.54-20.485 59.759-.002.856.07 2.068.168 3.735.362 6.105 1.036 17.467-.764 30.334-1.672 11.957 2.014 23.66 10.111 32.109a36.275 36.275 0 0 0 2.617 2.468c-3.604 3.86-11.437 12.396-19.775 22.426zm22.479-29.993c-6.526-6.81-9.49-16.282-8.133-25.99 1.9-13.592 1.199-25.43.822-31.79-.053-.89-.1-1.67-.127-2.285 3.073-2.725 17.314-10.355 27.47-8.028 4.634 1.061 7.458 4.217 8.632 9.645 6.076 28.103.804 39.816-3.432 49.229-.873 1.939-1.698 3.772-2.402 5.668l-.546 1.466c-1.382 3.706-2.668 7.152-3.465 10.424-6.938-.02-13.687-2.984-18.819-8.34zm1.065 37.9c-2.026-.506-3.848-1.385-4.917-2.114.893-.42 2.482-.992 5.238-1.56 13.337-2.745 15.397-4.683 19.895-10.394 1.031-1.31 2.2-2.794 3.819-4.602l.002-.002c2.411-2.7 3.514-2.242 5.514-1.412 1.621.67 3.2 2.702 3.84 4.938.303 1.056.643 3.06-.47 4.62-9.396 13.156-23.088 12.987-32.921 10.526zm69.799 64.952c-16.316 3.496-22.093-4.829-25.9-14.346-2.457-6.144-3.665-33.85-2.808-64.447.011-.407-.047-.8-.159-1.17a15.444 15.444 0 0 0-.456-2.162c-1.274-4.452-4.379-8.176-8.104-9.72-1.48-.613-4.196-1.738-7.46-.903.696-2.868 1.903-6.107 3.212-9.614l.549-1.475c.618-1.663 1.394-3.386 2.214-5.21 4.433-9.848 10.504-23.337 3.915-53.81-2.468-11.414-10.71-16.988-23.204-15.693-7.49.775-14.343 3.797-17.761 5.53-.735.372-1.407.732-2.035 1.082.954-11.5 4.558-32.992 18.04-46.59 8.489-8.56 19.794-12.788 33.568-12.56 27.14.444 44.544 14.372 54.366 25.979 8.464 10.001 13.047 20.076 14.876 25.51-13.755-1.399-23.11 1.316-27.852 8.096-10.317 14.748 5.644 43.372 13.315 57.129 1.407 2.521 2.621 4.7 3.003 5.626 2.498 6.054 5.732 10.096 8.093 13.046.724.904 1.426 1.781 1.96 2.547-4.166 1.201-11.649 3.976-10.967 17.847-.55 6.96-4.461 39.546-6.448 51.059-2.623 15.21-8.22 20.875-23.957 24.25zm68.104-77.936c-4.26 1.977-11.389 3.46-18.161 3.779-7.48.35-11.288-.838-12.184-1.569-.42-8.644 2.797-9.547 6.202-10.503.535-.15 1.057-.297 1.561-.473.313.255.656.508 1.032.756 6.012 3.968 16.735 4.396 31.874 1.271l.166-.033c-2.042 1.909-5.536 4.471-10.49 6.772z'
+        fill='#FFF'
+      />
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+The [PostgreSQL](https://www.postgresql.org/) tool enables you to connect to any PostgreSQL database and perform a wide range of database operations directly within your agentic workflows. With secure connection handling and flexible configuration, you can easily manage and interact with your data.
+
+With the PostgreSQL tool, you can:
+
+- **Query data**: Execute SELECT queries to retrieve data from your PostgreSQL tables using the `postgresql_query` operation.
+- **Insert records**: Add new rows to your tables with the `postgresql_insert` operation by specifying the table and data to insert.
+- **Update records**: Modify existing data in your tables using the `postgresql_update` operation, providing the table, new data, and WHERE conditions.
+- **Delete records**: Remove rows from your tables with the `postgresql_delete` operation, specifying the table and WHERE conditions.
+- **Execute raw SQL**: Run any custom SQL command using the `postgresql_execute` operation for advanced use cases.
+
+The PostgreSQL tool is ideal for scenarios where your agents need to interact with structured data—such as automating reporting, syncing data between systems, or powering data-driven workflows. It streamlines database access, making it easy to read, write, and manage your PostgreSQL data programmatically.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Connect to any PostgreSQL database to execute queries, manage data, and perform database operations. Supports SELECT, INSERT, UPDATE, DELETE operations with secure connection handling.
+
+
+
+## Tools
+
+### `postgresql_query`
+
+Execute a SELECT query on PostgreSQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | PostgreSQL server hostname or IP address |
+| `port` | number | Yes | PostgreSQL server port \(default: 5432\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `query` | string | Yes | SQL SELECT query to execute |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Array of rows returned from the query |
+| `rowCount` | number | Number of rows returned |
+
+### `postgresql_insert`
+
+Insert data into PostgreSQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | PostgreSQL server hostname or IP address |
+| `port` | number | Yes | PostgreSQL server port \(default: 5432\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `table` | string | Yes | Table name to insert data into |
+| `data` | object | Yes | Data object to insert \(key-value pairs\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Inserted data \(if RETURNING clause used\) |
+| `rowCount` | number | Number of rows inserted |
+
+### `postgresql_update`
+
+Update data in PostgreSQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | PostgreSQL server hostname or IP address |
+| `port` | number | Yes | PostgreSQL server port \(default: 5432\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `table` | string | Yes | Table name to update data in |
+| `data` | object | Yes | Data object with fields to update \(key-value pairs\) |
+| `where` | string | Yes | WHERE clause condition \(without WHERE keyword\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Updated data \(if RETURNING clause used\) |
+| `rowCount` | number | Number of rows updated |
+
+### `postgresql_delete`
+
+Delete data from PostgreSQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | PostgreSQL server hostname or IP address |
+| `port` | number | Yes | PostgreSQL server port \(default: 5432\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `table` | string | Yes | Table name to delete data from |
+| `where` | string | Yes | WHERE clause condition \(without WHERE keyword\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Deleted data \(if RETURNING clause used\) |
+| `rowCount` | number | Number of rows deleted |
+
+### `postgresql_execute`
+
+Execute raw SQL query on PostgreSQL database
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `host` | string | Yes | PostgreSQL server hostname or IP address |
+| `port` | number | Yes | PostgreSQL server port \(default: 5432\) |
+| `database` | string | Yes | Database name to connect to |
+| `username` | string | Yes | Database username |
+| `password` | string | Yes | Database password |
+| `ssl` | string | No | SSL connection mode \(disabled, required, preferred\) |
+| `query` | string | Yes | Raw SQL query to execute |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `rows` | array | Array of rows returned from the query |
+| `rowCount` | number | Number of rows affected |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `postgresql`

apps/docs/content/docs/tools/qdrant.mdx

@@ -80,6 +80,27 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
     </svg>`}
 />
 
+{/* MANUAL-CONTENT-START:intro */}
+[Qdrant](https://qdrant.tech) is an open-source vector database designed for efficient storage, management, and retrieval of high-dimensional vector embeddings. Qdrant enables fast and scalable semantic search, making it ideal for AI applications that require similarity search, recommendation systems, and contextual information retrieval.
+
+With Qdrant, you can:
+
+- **Store vector embeddings**: Efficiently manage and persist high-dimensional vectors at scale
+- **Perform semantic similarity search**: Find the most similar vectors to a query vector in real time
+- **Filter and organize data**: Use advanced filtering to narrow down search results based on metadata or payload
+- **Fetch specific points**: Retrieve vectors and their associated payloads by ID
+- **Scale seamlessly**: Handle large collections and high-throughput workloads
+
+In Sim, the Qdrant integration enables your agents to interact with Qdrant programmatically as part of their workflows. Supported operations include:
+
+- **Upsert**: Insert or update points (vectors and payloads) in a Qdrant collection
+- **Search**: Perform similarity search to find vectors most similar to a given query vector, with optional filtering and result customization
+- **Fetch**: Retrieve specific points from a collection by their IDs, with options to include payloads and vectors
+
+This integration allows your agents to leverage powerful vector search and management capabilities, enabling advanced automation scenarios such as semantic search, recommendation, and contextual retrieval. By connecting Sim with Qdrant, you can build agents that understand context, retrieve relevant information from large datasets, and deliver more intelligent and personalized responses—all without managing complex infrastructure.
+{/* MANUAL-CONTENT-END */}
+
+
 ## Usage Instructions
 
 Store, search, and retrieve vector embeddings using Qdrant. Perform semantic similarity searches and manage your vector collections.
@@ -103,10 +124,10 @@ Insert or update points in a Qdrant collection
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `status` | string |
-| `data` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `status` | string | Status of the upsert operation |
+| `data` | object | Result data from the upsert operation |
 
 ### `qdrant_search_vector`
 
@@ -127,10 +148,10 @@ Search for similar vectors in a Qdrant collection
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | string |
-| `status` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | array | Vector search results with ID, score, payload, and optional vector data |
+| `status` | string | Status of the search operation |
 
 ### `qdrant_fetch_points`
 
@@ -149,33 +170,13 @@ Fetch points by ID from a Qdrant collection
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | string |
-| `status` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | array | Fetched points with ID, payload, and optional vector data |
+| `status` | string | Status of the fetch operation |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `matches` | any | matches output from the block |
-| `upsertedCount` | any | upsertedCount output from the block |
-| `data` | any | data output from the block |
-| `status` | any | status output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/reddit.mdx

@@ -26,19 +26,14 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Reddit](https://www.reddit.com/) is a vast social news aggregation, content rating, and discussion platform where registered users submit content such as text posts, images, and links, which are then voted up or down by other members. Known as "the front page of the internet," Reddit is organized into thousands of communities called subreddits, each focused on a specific topic.
+[Reddit](https://www.reddit.com/) is a social platform where users share and discuss content in topic-based communities called subreddits.
 
-With Reddit, you can:
+In Sim, you can use the Reddit integration to:
 
-- **Access diverse content**: Browse thousands of specialized communities covering virtually every topic
-- **Stay informed**: Get real-time updates on trending news, discussions, and viral content
-- **Engage with communities**: Participate in discussions with like-minded individuals
-- **Discover trending topics**: See what's popular across different interest groups
-- **Gather insights**: Collect opinions, feedback, and perspectives from diverse user groups
-- **Monitor public sentiment**: Track reactions and discussions around specific topics or brands
-- **Research niche topics**: Access specialized knowledge in dedicated communities
+- **Get Posts**: Retrieve posts from any subreddit, with options to sort (Hot, New, Top, Rising) and filter Top posts by time (Day, Week, Month, Year, All Time).
+- **Get Comments**: Fetch comments from a specific post, with options to sort and set the number of comments.
 
-In Sim Studio, the Reddit integration enables your agents to programmatically access and analyze content from Reddit's vast ecosystem. This allows for powerful automation scenarios such as trend monitoring, content aggregation, and sentiment analysis. Your agents can retrieve popular posts from specific subreddits, extract valuable information, and incorporate these insights into their workflows. This integration bridges the gap between social media monitoring and your AI workflows, enabling more informed decision-making based on public discussions and trending topics. By connecting Sim Studio with Reddit, you can create agents that stay on top of relevant conversations, identify emerging trends, gather diverse perspectives, and deliver timely insights - all without requiring manual browsing of countless Reddit threads.
+These operations let your agents access and analyze Reddit content as part of your automated workflows.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -58,18 +53,17 @@ Fetch posts from a subreddit with different sorting options
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Reddit API |
 | `subreddit` | string | Yes | The name of the subreddit to fetch posts from \(without the r/ prefix\) |
-| `sort` | string | No | Sort method for posts:  |
+| `sort` | string | No | Sort method for posts: "hot", "new", "top", or "rising" \(default: "hot"\) |
 | `limit` | number | No | Maximum number of posts to return \(default: 10, max: 100\) |
-| `time` | string | No | Time filter for  |
+| `time` | string | No | Time filter for "top" sorted posts: "day", "week", "month", "year", or "all" \(default: "day"\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `subreddit` | string |
-| `posts` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `subreddit` | string | Name of the subreddit where posts were fetched from |
+| `posts` | array | Array of posts with title, author, URL, score, comments count, and metadata |
 
 ### `reddit_get_comments`
 
@@ -79,46 +73,19 @@ Fetch comments from a specific Reddit post
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | Access token for Reddit API |
 | `postId` | string | Yes | The ID of the Reddit post to fetch comments from |
 | `subreddit` | string | Yes | The subreddit where the post is located \(without the r/ prefix\) |
-| `sort` | string | No | Sort method for comments:  |
+| `sort` | string | No | Sort method for comments: "confidence", "top", "new", "controversial", "old", "random", "qa" \(default: "confidence"\) |
 | `limit` | number | No | Maximum number of comments to return \(default: 50, max: 100\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `post` | string |
-| `title` | string |
-| `author` | string |
-| `selftext` | string |
-| `created_utc` | string |
-| `score` | string |
-| `permalink` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `post` | object | Post information including ID, title, author, content, and metadata |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `subreddit` | string | subreddit output from the block |
-| `posts` | json | posts output from the block |
-| `post` | json | post output from the block |
-| `comments` | json | comments output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/s3.mdx

@@ -56,7 +56,7 @@ With Amazon S3, you can:
 - **Integrate seamlessly**: Connect with other AWS services and third-party applications easily
 - **Optimize costs**: Choose from multiple storage classes to optimize costs based on access patterns
 
-In Sim Studio, the S3 integration enables your agents to retrieve and access files stored in your Amazon S3 buckets using secure presigned URLs. This allows for powerful automation scenarios such as processing documents, analyzing stored data, retrieving configuration files, and accessing media content as part of your workflows. Your agents can securely fetch files from S3 without exposing your AWS credentials, making it easy to incorporate cloud-stored assets into your automation processes. This integration bridges the gap between your cloud storage and AI workflows, enabling seamless access to your stored data while maintaining security best practices through AWS's robust authentication mechanisms.
+In Sim, the S3 integration enables your agents to retrieve and access files stored in your Amazon S3 buckets using secure presigned URLs. This allows for powerful automation scenarios such as processing documents, analyzing stored data, retrieving configuration files, and accessing media content as part of your workflows. Your agents can securely fetch files from S3 without exposing your AWS credentials, making it easy to incorporate cloud-stored assets into your automation processes. This integration bridges the gap between your cloud storage and AI workflows, enabling seamless access to your stored data while maintaining security best practices through AWS's robust authentication mechanisms.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -78,38 +78,17 @@ Retrieve an object from an AWS S3 bucket
 | --------- | ---- | -------- | ----------- |
 | `accessKeyId` | string | Yes | Your AWS Access Key ID |
 | `secretAccessKey` | string | Yes | Your AWS Secret Access Key |
-| `s3Uri` | string | Yes | S3 Object URL \(e.g., https://bucket-name.s3.region.amazonaws.com/path/to/file\) |
+| `s3Uri` | string | Yes | S3 Object URL |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `metadata` | string |
-| `size` | string |
-| `name` | string |
-| `lastModified` | string |
-| `url` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `url` | string | Pre-signed URL for downloading the S3 object |
+| `metadata` | object | File metadata including type, size, name, and last modified date |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `accessKeyId` | string | Yes | Access Key ID - Enter your AWS Access Key ID |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `url` | string | url output from the block |
-| `metadata` | json | metadata output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/schedule.mdx

@@ -36,21 +36,6 @@ Configure automated workflow execution with flexible timing options. Set up recu
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `scheduleConfig` | schedule-config | Yes | Schedule Status |
-| `scheduleType` | dropdown | Yes | Frequency |
-
-
-
-### Outputs
-
-This block does not produce any outputs.
-
 ## Notes
 
 - Category: `triggers`

apps/docs/content/docs/tools/serper.mdx

@@ -72,13 +72,13 @@ With Serper, you can:
 - **Scale your applications**: Build search-powered features with a reliable and fast API
 - **Avoid rate limiting**: Get consistent access to search results without worrying about IP blocks
 
-In Sim Studio, the Serper integration enables your agents to leverage the power of web search as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and use this information to make decisions or provide responses. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim Studio with Serper, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
+In Sim, the Serper integration enables your agents to leverage the power of web search as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and use this information to make decisions or provide responses. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim with Serper, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Access real-time web search results with Serper
+Access real-time web search results with Serper's Google Search API integration. Retrieve structured search data including web pages, news, images, and places with customizable language and region settings.
 
 
 
@@ -101,29 +101,12 @@ A powerful web search tool that provides access to Google search results through
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `searchResults` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `searchResults` | array | Search results with titles, links, snippets, and type-specific metadata \(date for news, rating for places, imageUrl for images\) |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `query` | string | Yes | Search Query - Enter your search query... |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `searchResults` | json | searchResults output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/sharepoint.mdx

@@ -0,0 +1,132 @@
+---
+title: Sharepoint
+description: Read and create pages
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="sharepoint"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"  fill='currentColor' viewBox='0 0 32 32' xmlns='http://www.w3.org/2000/svg'>
+      <circle fill='#036C70' cx='16.31' cy='8.90' r='8.90' />
+      <circle fill='#1A9BA1' cx='23.72' cy='17.05' r='8.15' />
+      <circle fill='#37C6D0' cx='17.42' cy='24.83' r='6.30' />
+      <path
+        fill='#000000'
+        opacity='0.1'
+        d='M17.79,8.03v15.82c0,0.55-0.34,1.04-0.85,1.25c-0.16,0.07-0.34,0.10-0.51,0.10H11.13c-0.01-0.13-0.01-0.24-0.01-0.37c0-0.12,0-0.25,0.01-0.37c0.14-2.37,1.59-4.46,3.77-5.40v-1.38c-4.85-0.77-8.15-5.32-7.39-10.17c0.01-0.03,0.01-0.07,0.02-0.10c0.04-0.25,0.09-0.50,0.16-0.74h8.74c0.74,0,1.36,0.60,1.36,1.36z'
+      />
+      <path
+        fill='#000000'
+        opacity='0.2'
+        d='M15.69,7.41H7.54c-0.82,4.84,2.43,9.43,7.27,10.25c0.15,0.02,0.29,0.05,0.44,0.06c-2.30,1.09-3.97,4.18-4.12,6.73c-0.01,0.12-0.02,0.25-0.01,0.37c0,0.13,0,0.24,0.01,0.37c0.01,0.25,0.05,0.50,0.10,0.74h4.47c0.55,0,1.04-0.34,1.25-0.85c0.07-0.16,0.10-0.34,0.10-0.51V8.77c0-0.75-0.61-1.36-1.36-1.36z'
+      />
+      <path
+        fill='#000000'
+        opacity='0.2'
+        d='M15.69,7.41H7.54c-0.82,4.84,2.43,9.43,7.27,10.26c0.10,0.02,0.20,0.03,0.30,0.05c-2.22,1.17-3.83,4.26-3.97,6.75h4.56c0.75,0,1.35-0.61,1.36-1.36V8.77c0-0.75-0.61-1.36-1.36-1.36z'
+      />
+      <path
+        fill='#000000'
+        opacity='0.2'
+        d='M14.95,7.41H7.54c-0.78,4.57,2.08,8.97,6.58,10.11c-1.84,2.43-2.27,5.61-2.58,7.22h3.82c0.75,0,1.35-0.61,1.36-1.36V8.77c0-0.75-0.61-1.36-1.36-1.36z'
+      />
+      <path
+        fill='#008789'
+        d='M1.36,7.41h13.58c0.75,0,1.36,0.61,1.36,1.36v13.58c0,0.75-0.61,1.36-1.36,1.36H1.36c-0.75,0-1.36-0.61-1.36-1.36V8.77C0,8.02,0.61,7.41,1.36,7.41z'
+      />
+      <path
+        fill='#FFFFFF'
+        d='M6.07,15.42c-0.32-0.21-0.58-0.49-0.78-0.82c-0.19-0.34-0.28-0.73-0.27-1.12c-0.02-0.53,0.16-1.05,0.50-1.46c0.36-0.41,0.82-0.71,1.34-0.87c0.59-0.19,1.21-0.29,1.83-0.28c0.82-0.03,1.63,0.08,2.41,0.34v1.71c-0.34-0.20-0.71-0.35-1.09-0.44c-0.42-0.10-0.84-0.15-1.27-0.15c-0.45-0.02-0.90,0.08-1.31,0.28c-0.31,0.14-0.52,0.44-0.52,0.79c0,0.21,0.08,0.41,0.22,0.56c0.17,0.18,0.37,0.32,0.59,0.42c0.25,0.12,0.62,0.29,1.11,0.49c0.05,0.02,0.11,0.04,0.16,0.06c0.49,0.19,0.96,0.42,1.40,0.69c0.34,0.21,0.62,0.49,0.83,0.83c0.21,0.39,0.31,0.82,0.30,1.26c0.02,0.54-0.14,1.08-0.47,1.52c-0.33,0.40-0.77,0.69-1.26,0.85c-0.58,0.18-1.19,0.27-1.80,0.26c-0.55,0-1.09-0.04-1.63-0.13c-0.45-0.07-0.90-0.20-1.32-0.39v-1.80c0.40,0.29,0.86,0.50,1.34,0.64c0.48,0.15,0.97,0.23,1.47,0.24c0.46,0.03,0.92-0.07,1.34-0.28c0.29-0.16,0.46-0.47,0.46-0.80c0-0.23-0.09-0.45-0.25-0.61c-0.20-0.20-0.44-0.36-0.69-0.48c-0.30-0.15-0.73-0.34-1.31-0.59C6.91,16.14,6.48,15.80,6.07,15.42z'
+      />
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[SharePoint](https://www.microsoft.com/en-us/microsoft-365/sharepoint/collaboration) is a collaborative platform from Microsoft that enables users to build and manage internal websites, share documents, and organize team resources. It provides a powerful, flexible solution for creating digital workspaces and streamlining content management across organizations.
+
+With SharePoint, you can:
+
+- **Create team and communication sites**: Set up pages and portals to support collaboration, announcements, and content distribution
+- **Organize and share content**: Store documents, manage files, and enable version control with secure sharing capabilities
+- **Customize pages**: Add text parts to tailor each site to your team's needs
+- **Improve discoverability**: Use metadata, search, and navigation tools to help users quickly find what they need
+- **Collaborate securely**: Control access with robust permission settings and Microsoft 365 integration
+
+In Sim, the SharePoint integration empowers your agents to create and access SharePoint sites and pages as part of their workflows. This enables automated document management, knowledge sharing, and workspace creation without manual effort. Agents can generate new project pages, upload or retrieve files, and organize resources dynamically, based on workflow inputs. By connecting Sim with SharePoint, you bring structured collaboration and content management into your automation flows — giving your agents the ability to coordinate team activities, surface key information, and maintain a single source of truth across your organization.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Integrate Sharepoint functionality to manage pages. Read and create pages, and list sites using OAuth authentication. Supports page operations with custom MIME types and folder organization.
+
+
+
+## Tools
+
+### `sharepoint_create_page`
+
+Create a new page in a SharePoint site
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `siteId` | string | No | The ID of the SharePoint site \(internal use\) |
+| `siteSelector` | string | No | Select the SharePoint site |
+| `pageName` | string | Yes | The name of the page to create |
+| `pageTitle` | string | No | The title of the page \(defaults to page name if not provided\) |
+| `pageContent` | string | No | The content of the page |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `page` | object | Created SharePoint page information |
+
+### `sharepoint_read_page`
+
+Read a specific page from a SharePoint site
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `siteSelector` | string | No | Select the SharePoint site |
+| `siteId` | string | No | The ID of the SharePoint site \(internal use\) |
+| `pageId` | string | No | The ID of the page to read |
+| `pageName` | string | No | The name of the page to read \(alternative to pageId\) |
+| `maxPages` | number | No | Maximum number of pages to return when listing all pages \(default: 10, max: 50\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `page` | object | Information about the SharePoint page |
+
+### `sharepoint_list_sites`
+
+List details of all SharePoint sites
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `siteSelector` | string | No | Select the SharePoint site |
+| `groupId` | string | No | The group ID for accessing a group team site |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `site` | object | Information about the current SharePoint site |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `sharepoint`

apps/docs/content/docs/tools/slack.mdx

@@ -1,6 +1,6 @@
 ---
 title: Slack
-description: Send messages to Slack
+description: Send messages to Slack or trigger workflows from Slack events
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -38,7 +38,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/J5jz3UaWmE8"
-  title="Slack Integration with Sim Studio"
+  title="Slack Integration with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -46,17 +46,25 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 With Slack, you can:
 
-- **Automate agent notifications**: Send real-time updates from your Sim Studio agents to any Slack channel
-- **Create webhook endpoints**: Configure Slack bots as webhooks to trigger Sim Studio workflows from Slack activities
+- **Automate agent notifications**: Send real-time updates from your Sim agents to any Slack channel
+- **Create webhook endpoints**: Configure Slack bots as webhooks to trigger Sim workflows from Slack activities
 - **Enhance agent workflows**: Integrate Slack messaging into your agents to deliver results, alerts, and status updates
+- **Create and share Slack canvases**: Programmatically generate collaborative documents (canvases) in Slack channels
+- **Read messages from channels**: Retrieve and process recent messages from any Slack channel for monitoring or workflow triggers
 
-In Sim Studio, the Slack integration enables your agents to programmatically send messages to any Slack channel or user as part of their workflows. This allows for powerful automation scenarios such as sending notifications, alerts, updates, and reports directly to your team's communication hub. Your agents can deliver timely information, share results from processes they've completed, or alert team members when attention is needed. This integration bridges the gap between your AI workflows and your team's communication, ensuring everyone stays informed without manual intervention. By connecting Sim Studio with Slack, you can create agents that keep your team updated with relevant information at the right time, enhance collaboration by sharing insights automatically, and reduce the need for manual status updates - all while leveraging your existing Slack workspace where your team already communicates.
+In Sim, the Slack integration enables your agents to programmatically interact with Slack in several ways as part of their workflows:
+
+- **Send messages**: Agents can send formatted messages to any Slack channel or user, supporting Slack's mrkdwn syntax for rich formatting.
+- **Create canvases**: Agents can create and share Slack canvases (collaborative documents) directly in channels, enabling richer content sharing and documentation.
+- **Read messages**: Agents can read recent messages from channels, allowing for monitoring, reporting, or triggering further actions based on channel activity.
+
+This allows for powerful automation scenarios such as sending notifications, alerts, updates, and reports directly to your team's communication hub, sharing structured documents, or monitoring conversations for workflow triggers. Your agents can deliver timely information, share results from processes they've completed, create collaborative documents, or alert team members when attention is needed. This integration bridges the gap between your AI workflows and your team's communication, ensuring everyone stays informed without manual intervention. By connecting Sim with Slack, you can create agents that keep your team updated with relevant information at the right time, enhance collaboration by sharing insights automatically, and reduce the need for manual status updates—all while leveraging your existing Slack workspace where your team already communicates.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Comprehensive Slack integration with OAuth authentication. Send formatted messages using Slack
+Comprehensive Slack integration with OAuth authentication. Send formatted messages using Slack's mrkdwn syntax or trigger workflows from Slack events like mentions and messages.
 
 
 
@@ -72,16 +80,15 @@ Send messages to Slack channels or users through the Slack API. Supports Slack m
 | --------- | ---- | -------- | ----------- |
 | `authMethod` | string | No | Authentication method: oauth or bot_token |
 | `botToken` | string | No | Bot token for Custom Bot |
-| `accessToken` | string | No | OAuth access token or bot token for Slack API |
 | `channel` | string | Yes | Target Slack channel \(e.g., #general\) |
 | `text` | string | Yes | Message text to send \(supports Slack mrkdwn formatting\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `ts` | string |
-| `channel` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `ts` | string | Message timestamp |
+| `channel` | string | Channel ID where message was sent |
 
 ### `slack_canvas`
 
@@ -93,7 +100,6 @@ Create and share Slack canvases in channels. Canvases are collaborative document
 | --------- | ---- | -------- | ----------- |
 | `authMethod` | string | No | Authentication method: oauth or bot_token |
 | `botToken` | string | No | Bot token for Custom Bot |
-| `accessToken` | string | No | OAuth access token or bot token for Slack API |
 | `channel` | string | Yes | Target Slack channel \(e.g., #general\) |
 | `title` | string | Yes | Title of the canvas |
 | `content` | string | Yes | Canvas content in markdown format |
@@ -101,11 +107,11 @@ Create and share Slack canvases in channels. Canvases are collaborative document
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `canvas_id` | string |
-| `channel` | string |
-| `title` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `canvas_id` | string | ID of the created canvas |
+| `channel` | string | Channel where canvas was created |
+| `title` | string | Title of the canvas |
 
 ### `slack_message_reader`
 
@@ -117,7 +123,6 @@ Read the latest messages from Slack channels. Retrieve conversation history with
 | --------- | ---- | -------- | ----------- |
 | `authMethod` | string | No | Authentication method: oauth or bot_token |
 | `botToken` | string | No | Bot token for Custom Bot |
-| `accessToken` | string | No | OAuth access token or bot token for Slack API |
 | `channel` | string | Yes | Slack channel to read messages from \(e.g., #general\) |
 | `limit` | number | No | Number of messages to retrieve \(default: 10, max: 100\) |
 | `oldest` | string | No | Start of time range \(timestamp\) |
@@ -125,33 +130,12 @@ Read the latest messages from Slack channels. Retrieve conversation history with
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `messages` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `messages` | array | Array of message objects from the channel |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `ts` | string | ts output from the block |
-| `channel` | string | channel output from the block |
-| `canvas_id` | string | canvas_id output from the block |
-| `title` | string | title output from the block |
-| `messages` | json | messages output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/stagehand.mdx

@@ -185,7 +185,7 @@ With Stagehand, you can:
 - **Save data to a database**: Save the extracted data to a database
 - **Automate workflows**: Automate workflows to extract data from webpages
 
-In Sim Studio, the Stagehand integration enables your agents to extract structured data from webpages using Browserbase and OpenAI. This allows for powerful automation scenarios such as data extraction, data analysis, and data integration. Your agents can extract structured data from webpages, save the extracted data to a database, and automate workflows to extract data from webpages. This integration bridges the gap between your AI workflows and your data management system, enabling seamless data extraction and integration. By connecting Sim Studio with Stagehand, you can automate data extraction processes, maintain up-to-date information repositories, generate reports, and organize information intelligently - all through your intelligent agents.
+In Sim, the Stagehand integration enables your agents to extract structured data from webpages using Browserbase and OpenAI. This allows for powerful automation scenarios such as data extraction, data analysis, and data integration. Your agents can extract structured data from webpages, save the extracted data to a database, and automate workflows to extract data from webpages. This integration bridges the gap between your AI workflows and your data management system, enabling seamless data extraction and integration. By connecting Sim with Stagehand, you can automate data extraction processes, maintain up-to-date information repositories, generate reports, and organize information intelligently - all through your intelligent agents.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -212,29 +212,12 @@ Extract structured data from a webpage using Stagehand
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | json |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `data` | object | Extracted structured data matching the provided schema |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `url` | string | Yes | URL - Enter the URL of the website to extract data from |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `data` | json | data output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/stagehand_agent.mdx

@@ -189,7 +189,7 @@ With Stagehand, you can:
 - **Maintain context awareness**: Keep track of the current state and history while navigating
 - **Generate detailed reports**: Receive comprehensive logs of actions taken and data collected
 
-In Sim Studio, the Stagehand integration enables your agents to seamlessly interact with web-based systems as part of their workflows. This allows for sophisticated automation scenarios that bridge the gap between your AI agents and the vast information and functionality available on the web. Your agents can search for information, interact with web applications, extract data from websites, and incorporate these capabilities into their decision-making processes. By connecting Sim Studio with Stagehand, you can create agents that extend beyond API-based integrations to navigate the web just as a human would - filling forms, clicking buttons, reading content, and extracting valuable information to complete their tasks more effectively.
+In Sim, the Stagehand integration enables your agents to seamlessly interact with web-based systems as part of their workflows. This allows for sophisticated automation scenarios that bridge the gap between your AI agents and the vast information and functionality available on the web. Your agents can search for information, interact with web applications, extract data from websites, and incorporate these capabilities into their decision-making processes. By connecting Sim with Stagehand, you can create agents that extend beyond API-based integrations to navigate the web just as a human would - filling forms, clicking buttons, reading content, and extracting valuable information to complete their tasks more effectively.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -212,38 +212,18 @@ Run an autonomous web agent to complete tasks and extract structured data
 | `startUrl` | string | Yes | URL of the webpage to start the agent on |
 | `task` | string | Yes | The task to complete or goal to achieve on the website |
 | `variables` | json | No | Optional variables to substitute in the task \(format: \{key: value\}\). Reference in task using %key% |
+| `format` | string | No | No description |
 | `apiKey` | string | Yes | OpenAI API key for agent execution \(required by Stagehand\) |
 | `outputSchema` | json | No | Optional JSON schema defining the structure of data the agent should return |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `agentResult` | string |
-| `completed` | string |
-| `message` | string |
-| `actions` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `agentResult` | object | Result from the Stagehand agent execution |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `startUrl` | string | Yes | Starting URL - Enter the starting URL for the agent |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `agentResult` | json | agentResult output from the block |
-| `structuredOutput` | any | structuredOutput output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/supabase.mdx

@@ -51,19 +51,26 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Supabase](https://www.supabase.com/) is an open-source Firebase alternative that provides a suite of tools for building modern applications. It offers a PostgreSQL database, authentication, instant APIs, real-time subscriptions, storage, and edge functions, all within a unified platform.
+[Supabase](https://www.supabase.com/) is a powerful open-source backend-as-a-service platform that provides developers with a suite of tools to build, scale, and manage modern applications. Supabase offers a fully managed [PostgreSQL](https://www.postgresql.org/) database, robust authentication, instant RESTful and GraphQL APIs, real-time subscriptions, file storage, and edge functions—all accessible through a unified and developer-friendly interface. Its open-source nature and compatibility with popular frameworks make it a compelling alternative to Firebase, with the added benefit of SQL flexibility and transparency.
 
-With Supabase, you can:
+**Why Supabase?**
+- **Instant APIs:** Every table and view in your database is instantly available via REST and GraphQL endpoints, making it easy to build data-driven applications without writing custom backend code.
+- **Real-time Data:** Supabase enables real-time subscriptions, allowing your apps to react instantly to changes in your database.
+- **Authentication & Authorization:** Built-in user management with support for email, OAuth, SSO, and more, plus row-level security for granular access control.
+- **Storage:** Securely upload, serve, and manage files with built-in storage that integrates seamlessly with your database.
+- **Edge Functions:** Deploy serverless functions close to your users for low-latency custom logic.
 
-- **Manage relational data**: Work with a powerful PostgreSQL database with full SQL capabilities
-- **Implement authentication**: Add secure user authentication with multiple providers
-- **Create instant APIs**: Generate RESTful APIs automatically based on your database schema
-- **Enable real-time updates**: Subscribe to database changes and build reactive applications
-- **Store files**: Upload, transform, and serve files with storage buckets
-- **Deploy serverless functions**: Run code in response to database changes or HTTP requests
-- **Secure your application**: Implement row-level security and manage permissions
+**Using Supabase in Sim**
 
-In Sim Studio, the Supabase integration enables your agents to interact with your Supabase projects programmatically. This allows for powerful automation scenarios such as data querying, record creation, user management, and file operations. Your agents can retrieve information from your database, insert new records, update existing data, and leverage Supabase's authentication and storage capabilities as part of their workflows. This integration bridges the gap between your AI workflows and your application's data layer, enabling more sophisticated and data-driven automations. By connecting Sim Studio with Supabase, you can create agents that maintain data consistency across systems, trigger actions based on database changes, perform complex data operations, and build workflows that leverage your application's existing data infrastructure - all without requiring manual intervention or custom code.
+Sim’s Supabase integration makes it effortless to connect your agentic workflows to your Supabase projects. With just a few configuration fields—your Project ID, Table name, and Service Role Secret—you can securely interact with your database directly from your Sim blocks. The integration abstracts away the complexity of API calls, letting you focus on building logic and automations.
+
+**Key benefits of using Supabase in Sim:**
+- **No-code/low-code database operations:** Query, insert, update, and delete rows in your Supabase tables without writing SQL or backend code.
+- **Flexible querying:** Use [PostgREST filter syntax](https://postgrest.org/en/stable/api.html#operators) to perform advanced queries, including filtering, ordering, and limiting results.
+- **Seamless integration:** Easily connect Supabase to other tools and services in your workflow, enabling powerful automations such as syncing data, triggering notifications, or enriching records.
+- **Secure and scalable:** All operations use your Supabase Service Role Secret, ensuring secure access to your data with the scalability of a managed cloud platform.
+
+Whether you’re building internal tools, automating business processes, or powering production applications, Supabase in Sim provides a fast, reliable, and developer-friendly way to manage your data and backend logic—no infrastructure management required. Simply configure your block, select the operation you need, and let Sim handle the rest.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -85,17 +92,17 @@ Query data from a Supabase table
 | --------- | ---- | -------- | ----------- |
 | `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
 | `table` | string | Yes | The name of the Supabase table to query |
-| `filter` | string | No | PostgREST filter \(e.g.,  |
+| `filter` | string | No | PostgREST filter \(e.g., "id=eq.123"\) |
 | `orderBy` | string | No | Column to order by \(add DESC for descending\) |
 | `limit` | number | No | Maximum number of rows to return |
 | `apiKey` | string | Yes | Your Supabase service role secret key |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
-| `results` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `results` | array | Array of records returned from the query |
 
 ### `supabase_insert`
 
@@ -112,10 +119,10 @@ Insert data into a Supabase table
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
-| `results` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `results` | array | Array of inserted records |
 
 ### `supabase_get_row`
 
@@ -127,15 +134,15 @@ Get a single row from a Supabase table based on filter criteria
 | --------- | ---- | -------- | ----------- |
 | `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
 | `table` | string | Yes | The name of the Supabase table to query |
-| `filter` | string | Yes | PostgREST filter to find the specific row \(e.g.,  |
+| `filter` | string | Yes | PostgREST filter to find the specific row \(e.g., "id=eq.123"\) |
 | `apiKey` | string | Yes | Your Supabase service role secret key |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
-| `results` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `results` | array | Array containing the row data if found, empty array if not found |
 
 ### `supabase_update`
 
@@ -147,15 +154,16 @@ Update rows in a Supabase table based on filter criteria
 | --------- | ---- | -------- | ----------- |
 | `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
 | `table` | string | Yes | The name of the Supabase table to update |
-| `filter` | string | Yes | PostgREST filter to identify rows to update \(e.g.,  |
+| `filter` | string | Yes | PostgREST filter to identify rows to update \(e.g., "id=eq.123"\) |
 | `data` | object | Yes | Data to update in the matching rows |
 | `apiKey` | string | Yes | Your Supabase service role secret key |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `results` | array | Array of updated records |
 
 ### `supabase_delete`
 
@@ -167,34 +175,37 @@ Delete rows from a Supabase table based on filter criteria
 | --------- | ---- | -------- | ----------- |
 | `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
 | `table` | string | Yes | The name of the Supabase table to delete from |
-| `filter` | string | Yes | PostgREST filter to identify rows to delete \(e.g.,  |
+| `filter` | string | Yes | PostgREST filter to identify rows to delete \(e.g., "id=eq.123"\) |
 | `apiKey` | string | Yes | Your Supabase service role secret key |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `message` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `results` | array | Array of deleted records |
 
+### `supabase_upsert`
 
+Insert or update data in a Supabase table (upsert operation)
 
-## Block Configuration
+#### Input
 
-### Input
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
+| `table` | string | Yes | The name of the Supabase table to upsert data into |
+| `data` | any | Yes | The data to upsert \(insert or update\) |
+| `apiKey` | string | Yes | Your Supabase service role secret key |
 
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
+#### Output
 
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `results` | array | Array of upserted records |
 
 
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `message` | string | message output from the block |
-| `results` | json | results output from the block |
-
 
 ## Notes
 

apps/docs/content/docs/tools/tavily.mdx

@@ -52,13 +52,13 @@ With Tavily, you can:
 - **Process multiple URLs simultaneously**: Extract content from several web pages in a single request
 - **Receive AI-optimized results**: Get search results specifically formatted for consumption by AI systems
 
-In Sim Studio, the Tavily integration enables your agents to search the web and extract information as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and extract content from specific web pages to inform their decision-making processes. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim Studio with Tavily, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
+In Sim, the Tavily integration enables your agents to search the web and extract information as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and extract content from specific web pages to inform their decision-making processes. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim with Tavily, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Access Tavily
+Access Tavily's AI-powered search engine to find relevant information from across the web. Extract and process content from specific URLs with customizable depth options.
 
 
 
@@ -78,13 +78,10 @@ Perform AI-powered web searches using Tavily
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `query` | string |
-| `results` | string |
-| `url` | string |
-| `snippet` | string |
-| `raw_content` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `query` | string | The search query that was executed |
+| `results` | array | results output from the tool |
 
 ### `tavily_extract`
 
@@ -100,35 +97,12 @@ Extract raw content from multiple web pages simultaneously using Tavily
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `results` | string |
-| `failed_results` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `results` | array | The URL that was extracted |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `results` | json | results output from the block |
-| `answer` | any | answer output from the block |
-| `query` | string | query output from the block |
-| `content` | string | content output from the block |
-| `title` | string | title output from the block |
-| `url` | string | url output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/telegram.mdx

@@ -1,6 +1,6 @@
 ---
 title: Telegram
-description: Send a message through Telegram
+description: Send messages through Telegram or trigger workflows from Telegram events
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -30,25 +30,25 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 Telegram's Bot API provides a robust framework for creating automated messaging solutions and integrating communication features into applications. With support for rich media, inline keyboards, and custom commands, Telegram bots can facilitate sophisticated interaction patterns and automated workflows.
 
-Learn how to create a webhook trigger in Sim Studio that seamlessly initiates workflows from Telegram messages. This tutorial walks you through setting up a webhook, configuring it with Telegram's bot API, and triggering automated actions in real-time. Perfect for streamlining tasks directly from your chat!
+Learn how to create a webhook trigger in Sim that seamlessly initiates workflows from Telegram messages. This tutorial walks you through setting up a webhook, configuring it with Telegram's bot API, and triggering automated actions in real-time. Perfect for streamlining tasks directly from your chat!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/9oKcJtQ0_IM"
-  title="Use Telegram with Sim Studio"
+  title="Use Telegram with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to use the Telegram Tool in Sim Studio to seamlessly automate message delivery to any Telegram group. This tutorial walks you through integrating the tool into your workflow, configuring group messaging, and triggering automated updates in real-time. Perfect for enhancing communication directly from your workspace!
+Learn how to use the Telegram Tool in Sim to seamlessly automate message delivery to any Telegram group. This tutorial walks you through integrating the tool into your workflow, configuring group messaging, and triggering automated updates in real-time. Perfect for enhancing communication directly from your workspace!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/AG55LpUreGI"
-  title="Use Telegram with Sim Studio"
+  title="Use Telegram with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -61,13 +61,13 @@ Key features of Telegram include:
 - Rich Media Support: Send and receive messages with text formatting, images, files, and interactive elements
 - Global Reach: Connect with users worldwide with support for multiple languages and platforms
 
-In Sim Studio, the Telegram integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for automated notifications, alerts, and interactive conversations through Telegram's secure messaging platform. The integration allows agents to send messages programmatically to individuals or channels, enabling timely communication and updates. By connecting Sim Studio with Telegram, you can build intelligent agents that engage users through a secure and widely-adopted messaging platform, perfect for delivering notifications, updates, and interactive communications.
+In Sim, the Telegram integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for automated notifications, alerts, and interactive conversations through Telegram's secure messaging platform. The integration allows agents to send messages programmatically to individuals or channels, enabling timely communication and updates. By connecting Sim with Telegram, you can build intelligent agents that engage users through a secure and widely-adopted messaging platform, perfect for delivering notifications, updates, and interactive communications.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Send messages to any Telegram channel using your Bot API key. Integrate automated notifications and alerts into your workflow to keep your team informed.
+Send messages to any Telegram channel using your Bot API key or trigger workflows from Telegram bot messages. Integrate automated notifications and alerts into your workflow to keep your team informed.
 
 
 
@@ -87,31 +87,17 @@ Send messages to Telegram channels or users through the Telegram Bot API. Enable
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `ok` | string |
-| `date` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Telegram message send success status |
+| `messageId` | number | Unique Telegram message identifier |
+| `chatId` | string | Target chat ID where message was sent |
+| `text` | string | Text content of the sent message |
+| `timestamp` | number | Unix timestamp when message was sent |
+| `from` | object | Information about the bot that sent the message |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `botToken` | string | Yes | Bot Token - Enter your Telegram Bot Token |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `ok` | boolean | ok output from the block |
-| `result` | json | result output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/thinking.mdx

@@ -43,7 +43,7 @@ Research has shown that prompting language models to "think step by step" can si
 - **Greater transparency**: Making the model's reasoning process visible and auditable
 - **More nuanced responses**: Considering multiple angles before arriving at conclusions
 
-In Sim Studio, the Thinking tool creates a structured opportunity for your agents to engage in this kind of deliberate reasoning. By incorporating thinking steps into your workflows, you can help your agents tackle complex tasks more effectively, avoid common reasoning pitfalls, and produce higher-quality outputs. This is particularly valuable for tasks involving multi-step reasoning, complex decision-making, or situations where accuracy is critical.
+In Sim, the Thinking tool creates a structured opportunity for your agents to engage in this kind of deliberate reasoning. By incorporating thinking steps into your workflows, you can help your agents tackle complex tasks more effectively, avoid common reasoning pitfalls, and produce higher-quality outputs. This is particularly valuable for tasks involving multi-step reasoning, complex decision-making, or situations where accuracy is critical.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -67,29 +67,12 @@ Processes a provided thought/instruction, making it available for subsequent ste
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `acknowledgedThought` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `acknowledgedThought` | string | The thought that was processed and acknowledged |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `thought` | string | Yes | Thought Process / Instruction - Describe the step-by-step thinking process here... |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `acknowledgedThought` | string | acknowledgedThought output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/translate.mdx

@@ -63,7 +63,11 @@ Convert text between languages while preserving meaning, nuance, and formatting.
 
 #### Output
 
-This tool does not produce any outputs.
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Translated text |
+| `model` | string | Model used |
+| `tokens` | json | Token usage |
 
 ### `anthropic_chat`
 
@@ -77,29 +81,14 @@ This tool does not produce any outputs.
 
 #### Output
 
-This tool does not produce any outputs.
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | Translated text |
+| `model` | string | Model used |
+| `tokens` | json | Token usage |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `context` | string | Yes | Text to Translate - Enter the text you want to translate |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `model` | string | model output from the block |
-| `tokens` | any | tokens output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/twilio_sms.mdx

@@ -28,7 +28,7 @@ Key features of Twilio SMS include:
 - **Programmable Messaging**: Customize message delivery with webhooks, delivery receipts, and scheduling options
 - **Advanced Analytics**: Track delivery rates, engagement metrics, and optimize your messaging campaigns
 
-In Sim Studio, the Twilio SMS integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim Studio with Twilio SMS, you can build intelligent agents that engage customers through their preferred communication channel, enhancing user experience while automating routine messaging tasks.
+In Sim, the Twilio SMS integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim with Twilio SMS, you can build intelligent agents that engage customers through their preferred communication channel, enhancing user experience while automating routine messaging tasks.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -56,34 +56,16 @@ Send text messages to single or multiple recipients using the Twilio API.
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `success` | string |
-| `messageId` | string |
-| `status` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | SMS send success status |
+| `messageId` | string | Unique Twilio message identifier \(SID\) |
+| `status` | string | Message delivery status from Twilio |
+| `fromNumber` | string | Phone number message was sent from |
+| `toNumber` | string | Phone number message was sent to |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `phoneNumbers` | string | Yes | Recipient Phone Numbers - Enter phone numbers with country code \(one per line, e.g., +1234567890\) |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `success` | boolean | success output from the block |
-| `messageId` | any | messageId output from the block |
-| `status` | any | status output from the block |
-| `error` | any | error output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/typeform.mdx

@@ -41,7 +41,7 @@ With Typeform, you can:
 - **Integrate with other tools**: Connect with 1000+ apps through native integrations and APIs
 - **Analyze response data**: Get actionable insights through comprehensive analytics and reporting tools
 
-In Sim Studio, the Typeform integration enables your agents to programmatically interact with your Typeform data as part of their workflows. Agents can retrieve form responses, process submission data, and incorporate user feedback directly into decision-making processes. This integration is particularly valuable for scenarios like lead qualification, customer feedback analysis, and data-driven personalization. By connecting Sim Studio with Typeform, you can create intelligent automation workflows that transform form responses into actionable insights - analyzing sentiment, categorizing feedback, generating summaries, and even triggering follow-up actions based on specific response patterns.
+In Sim, the Typeform integration enables your agents to programmatically interact with your Typeform data as part of their workflows. Agents can retrieve form responses, process submission data, and incorporate user feedback directly into decision-making processes. This integration is particularly valuable for scenarios like lead qualification, customer feedback analysis, and data-driven personalization. By connecting Sim with Typeform, you can create intelligent automation workflows that transform form responses into actionable insights - analyzing sentiment, categorizing feedback, generating summaries, and even triggering follow-up actions based on specific response patterns.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -70,14 +70,11 @@ Retrieve form responses from Typeform
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `total_items` | string |
-| `answers` | string |
-| `type` | string |
-| `hidden` | string |
-| `calculated` | string |
-| `variables` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `total_items` | number | Total response count |
+| `page_count` | number | Total page count |
+| `items` | json | Response items |
 
 ### `typeform_files`
 
@@ -96,11 +93,11 @@ Download files uploaded in Typeform responses
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `fileUrl` | string |
-| `contentType` | string |
-| `filename` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `fileUrl` | string | Direct download URL for the uploaded file |
+| `contentType` | string | MIME type of the uploaded file |
+| `filename` | string | Original filename of the uploaded file |
 
 ### `typeform_insights`
 
@@ -115,29 +112,12 @@ Retrieve insights and analytics for Typeform forms
 
 #### Output
 
-This tool does not produce any outputs.
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `fields` | array | Number of users who dropped off at this field |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `total_items` | number | total_items output from the block |
-| `page_count` | number | page_count output from the block |
-| `items` | json | items output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/vision.mdx

@@ -41,7 +41,7 @@ With Vision, you can:
 - **Describe images**: Describe images in detail
 - **Generate images**: Generate images from text
 
-In Sim Studio, the Vision integration enables your agents to analyze images with vision models as part of their workflows. This allows for powerful automation scenarios that require analyzing images with vision models. Your agents can analyze images with vision models, extract text from images, identify objects in images, describe images in detail, and generate images from text. This integration bridges the gap between your AI workflows and your image analysis needs, enabling more sophisticated and image-centric automations. By connecting Sim Studio with Vision, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users - all without requiring manual intervention or custom code.
+In Sim, the Vision integration enables your agents to analyze images with vision models as part of their workflows. This allows for powerful automation scenarios that require analyzing images with vision models. Your agents can analyze images with vision models, extract text from images, identify objects in images, describe images in detail, and generate images from text. This integration bridges the gap between your AI workflows and your image analysis needs, enabling more sophisticated and image-centric automations. By connecting Sim with Vision, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users - all without requiring manual intervention or custom code.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -68,33 +68,15 @@ Process and analyze images using advanced vision models. Capable of understandin
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `content` | string |
-| `model` | string |
-| `tokens` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | string | The analyzed content and description of the image |
+| `model` | string | The vision model that was used for analysis |
+| `tokens` | number | Total tokens used for the analysis |
+| `usage` | object | Detailed token usage breakdown |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `apiKey` | string | Yes |  |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `content` | string | content output from the block |
-| `model` | any | model output from the block |
-| `tokens` | any | tokens output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/wealthbox.mdx

@@ -36,7 +36,7 @@ With Wealthbox, you can:
 - **Access client data**: Retrieve information quickly with organized contact management and search capabilities
 - **Automate follow-ups**: Set reminders and schedule tasks to ensure consistent client engagement
 
-In Sim Studio, the Wealthbox integration enables your agents to seamlessly interact with your CRM data through OAuth authentication. This allows for powerful automation scenarios such as automatically creating client notes from meeting transcripts, updating contact information, scheduling follow-up tasks, and retrieving client details for personalized communications. Your agents can read existing notes, contacts, and tasks to understand client history, while also creating new entries to maintain up-to-date records. This integration bridges the gap between your AI workflows and your client relationship management, enabling automated data entry, intelligent client insights, and streamlined administrative processes that free up time for more valuable client-facing activities.
+In Sim, the Wealthbox integration enables your agents to seamlessly interact with your CRM data through OAuth authentication. This allows for powerful automation scenarios such as automatically creating client notes from meeting transcripts, updating contact information, scheduling follow-up tasks, and retrieving client details for personalized communications. Your agents can read existing notes, contacts, and tasks to understand client history, while also creating new entries to maintain up-to-date records. This integration bridges the gap between your AI workflows and your client relationship management, enabling automated data entry, intelligent client insights, and streamlined administrative processes that free up time for more valuable client-facing activities.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -56,17 +56,14 @@ Read content from a Wealthbox note
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Wealthbox API |
 | `noteId` | string | No | The ID of the note to read |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `note` | string |
-| `metadata` | string |
-| `noteId` | string |
-| `itemType` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Note data and metadata |
 
 ### `wealthbox_write_note`
 
@@ -76,15 +73,15 @@ Create or update a Wealthbox note
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Wealthbox API |
 | `content` | string | Yes | The main body of the note |
 | `contactId` | string | No | ID of contact to link to this note |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | json |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Created or updated note data and metadata |
 
 ### `wealthbox_read_contact`
 
@@ -94,17 +91,14 @@ Read content from a Wealthbox contact
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Wealthbox API |
 | `contactId` | string | No | The ID of the contact to read |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `contact` | string |
-| `metadata` | string |
-| `contactId` | string |
-| `itemType` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Contact data and metadata |
 
 ### `wealthbox_write_contact`
 
@@ -114,7 +108,6 @@ Create a new Wealthbox contact
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Wealthbox API |
 | `firstName` | string | Yes | The first name of the contact |
 | `lastName` | string | Yes | The last name of the contact |
 | `emailAddress` | string | No | The email address of the contact |
@@ -122,11 +115,10 @@ Create a new Wealthbox contact
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `contact` | string |
-| `metadata` | string |
-| `itemType` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Created or updated contact data and metadata |
 
 ### `wealthbox_read_task`
 
@@ -136,17 +128,14 @@ Read content from a Wealthbox task
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Wealthbox API |
 | `taskId` | string | No | The ID of the task to read |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `task` | string |
-| `metadata` | string |
-| `taskId` | string |
-| `itemType` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Task data and metadata |
 
 ### `wealthbox_write_task`
 
@@ -156,44 +145,20 @@ Create or update a Wealthbox task
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | The access token for the Wealthbox API |
 | `title` | string | Yes | The name/title of the task |
-| `dueDate` | string | Yes | The due date and time of the task \(format:  |
+| `dueDate` | string | Yes | The due date and time of the task \(format: "YYYY-MM-DD HH:MM AM/PM -HHMM", e.g., "2015-05-24 11:00 AM -0400"\) |
 | `contactId` | string | No | ID of contact to link to this task |
 | `description` | string | No | Description or notes about the task |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `data` | json |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | Operation success status |
+| `output` | object | Created or updated task data and metadata |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `note` | any | note output from the block |
-| `notes` | any | notes output from the block |
-| `contact` | any | contact output from the block |
-| `contacts` | any | contacts output from the block |
-| `task` | any | task output from the block |
-| `tasks` | any | tasks output from the block |
-| `metadata` | json | metadata output from the block |
-| `success` | any | success output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/webhook.mdx

@@ -26,20 +26,6 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `webhookProvider` | dropdown | Yes | Webhook Provider |
-
-
-
-### Outputs
-
-This block does not produce any outputs.
-
 ## Notes
 
 - Category: `triggers`

apps/docs/content/docs/tools/whatsapp.mdx

@@ -31,7 +31,7 @@ WhatsApp Business API provides organizations with powerful capabilities to:
 - **Enhance support**: Provide real-time customer service through a familiar interface with rich media support
 - **Drive conversions**: Facilitate transactions and follow-ups with customers in a secure, compliant environment
 
-In Sim Studio, the WhatsApp integration enables your agents to leverage these messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim Studio with WhatsApp, you can build intelligent agents that engage customers through their preferred messaging platform, enhancing user experience while automating routine messaging tasks.
+In Sim, the WhatsApp integration enables your agents to leverage these messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim with WhatsApp, you can build intelligent agents that engage customers through their preferred messaging platform, enhancing user experience while automating routine messaging tasks.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -54,36 +54,19 @@ Send WhatsApp messages
 | `phoneNumber` | string | Yes | Recipient phone number with country code |
 | `message` | string | Yes | Message content to send |
 | `phoneNumberId` | string | Yes | WhatsApp Business Phone Number ID |
-| `accessToken` | string | Yes | WhatsApp Business API Access Token |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `success` | string |
-| `messageId` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `success` | boolean | WhatsApp message send success status |
+| `messageId` | string | Unique WhatsApp message identifier |
+| `phoneNumber` | string | Recipient phone number |
+| `status` | string | Message delivery status |
+| `timestamp` | string | Message send timestamp |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `phoneNumber` | string | Yes | Recipient Phone Number - Enter phone number with country code \(e.g., +1234567890\) |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `success` | boolean | success output from the block |
-| `messageId` | any | messageId output from the block |
-| `error` | any | error output from the block |
-
-
 ## Notes
 
 - Category: `tools`

apps/docs/content/docs/tools/wikipedia.mdx

@@ -0,0 +1,132 @@
+---
+title: Wikipedia
+description: Search and retrieve content from Wikipedia
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="wikipedia"
+  color="#000000"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      fill='currentColor'
+      version='1.1'
+      id='Capa_1'
+      xmlns='http://www.w3.org/2000/svg'
+      xmlnsXlink='http://www.w3.org/1999/xlink'
+      
+      
+      viewBox='0 0 98.05 98.05'
+      xmlSpace='preserve'
+    >
+      <g>
+        <path
+          d='M98.023,17.465l-19.584-0.056c-0.004,0.711-0.006,1.563-0.017,2.121c1.664,0.039,5.922,0.822,7.257,4.327L66.92,67.155
+		c-0.919-2.149-9.643-21.528-10.639-24.02l9.072-18.818c1.873-2.863,5.455-4.709,8.918-4.843l-0.01-1.968L55.42,17.489
+		c-0.045,0.499,0.001,1.548-0.068,2.069c5.315,0.144,7.215,1.334,5.941,4.508c-2.102,4.776-6.51,13.824-7.372,15.475
+		c-2.696-5.635-4.41-9.972-7.345-16.064c-1.266-2.823,1.529-3.922,4.485-4.004v-1.981l-21.82-0.067
+		c0.016,0.93-0.021,1.451-0.021,2.131c3.041,0.046,6.988,0.371,8.562,3.019c2.087,4.063,9.044,20.194,11.149,24.514
+		c-2.685,5.153-9.207,17.341-11.544,21.913c-3.348-7.43-15.732-36.689-19.232-44.241c-1.304-3.218,3.732-5.077,6.646-5.213
+		l0.019-2.148L0,17.398c0.005,0.646,0.027,1.71,0.029,2.187c4.025-0.037,9.908,6.573,11.588,10.683
+		c7.244,16.811,14.719,33.524,21.928,50.349c0.002,0.029,2.256,0.059,2.281,0.008c4.717-9.653,10.229-19.797,15.206-29.56
+		L63.588,80.64c0.005,0.004,2.082,0.016,2.093,0.007c7.962-18.196,19.892-46.118,23.794-54.933c1.588-3.767,4.245-6.064,8.543-6.194
+		l0.032-1.956L98.023,17.465z'
+        />
+      </g>
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[Wikipedia](https://www.wikipedia.org/) is the world's largest free online encyclopedia, offering millions of articles on a vast range of topics, collaboratively written and maintained by volunteers.
+
+With Wikipedia, you can:
+
+- **Search for articles**: Find relevant Wikipedia pages by searching for keywords or topics
+- **Get article summaries**: Retrieve concise summaries of Wikipedia pages for quick reference
+- **Access full content**: Obtain the complete content of Wikipedia articles for in-depth information
+- **Discover random articles**: Explore new topics by retrieving random Wikipedia pages
+
+In Sim, the Wikipedia integration enables your agents to programmatically access and interact with Wikipedia content as part of their workflows. Agents can search for articles, fetch summaries, retrieve full page content, and discover random articles, empowering your automations with up-to-date, reliable information from the world's largest encyclopedia. This integration is ideal for scenarios such as research, content enrichment, fact-checking, and knowledge discovery, allowing your agents to seamlessly incorporate Wikipedia data into their decision-making and task execution processes.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Access Wikipedia articles, search for pages, get summaries, retrieve full content, and discover random articles from the world's largest encyclopedia.
+
+
+
+## Tools
+
+### `wikipedia_summary`
+
+Get a summary and metadata for a specific Wikipedia page.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `pageTitle` | string | Yes | Title of the Wikipedia page to get summary for |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `summary` | object | Wikipedia page summary and metadata |
+
+### `wikipedia_search`
+
+Search for Wikipedia pages by title or content.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `query` | string | Yes | Search query to find Wikipedia pages |
+| `searchLimit` | number | No | Maximum number of results to return \(default: 10, max: 50\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `searchResults` | array | Array of matching Wikipedia pages |
+
+### `wikipedia_content`
+
+Get the full HTML content of a Wikipedia page.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `pageTitle` | string | Yes | Title of the Wikipedia page to get content for |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `content` | object | Full HTML content and metadata of the Wikipedia page |
+
+### `wikipedia_random`
+
+Get a random Wikipedia page.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `randomPage` | object | Random Wikipedia page data |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `wikipedia`

apps/docs/content/docs/tools/x.mdx

@@ -20,7 +20,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [X](https://x.com/) (formerly Twitter) is a popular social media platform that enables real-time communication, content sharing, and engagement with audiences worldwide.
 
-The X integration in Sim Studio leverages OAuth authentication to securely connect with the X API, allowing your agents to interact with the platform programmatically. This OAuth implementation ensures secure access to X's features while maintaining user privacy and security.
+The X integration in Sim leverages OAuth authentication to securely connect with the X API, allowing your agents to interact with the platform programmatically. This OAuth implementation ensures secure access to X's features while maintaining user privacy and security.
 
 With the X integration, your agents can:
 
@@ -30,7 +30,7 @@ With the X integration, your agents can:
 - **Analyze trends**: Gather insights from trending topics, hashtags, or user engagement patterns
 - **Research information**: Search for specific content, user profiles, or conversations to inform agent decisions
 
-In Sim Studio, the X integration enables sophisticated social media automation scenarios. Your agents can monitor brand mentions and respond appropriately, schedule and publish content based on specific triggers, conduct social listening for market research, or create interactive experiences that span both conversational AI and social media engagement. By connecting Sim Studio with X through OAuth, you can build intelligent agents that maintain a consistent and responsive social media presence while adhering to platform policies and best practices for API usage.
+In Sim, the X integration enables sophisticated social media automation scenarios. Your agents can monitor brand mentions and respond appropriately, schedule and publish content based on specific triggers, conduct social listening for market research, or create interactive experiences that span both conversational AI and social media engagement. By connecting Sim with X through OAuth, you can build intelligent agents that maintain a consistent and responsive social media presence while adhering to platform policies and best practices for API usage.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -50,7 +50,6 @@ Post new tweets, reply to tweets, or create polls on X (Twitter)
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | X OAuth access token |
 | `text` | string | Yes | The text content of your tweet |
 | `replyTo` | string | No | ID of the tweet to reply to |
 | `mediaIds` | array | No | Array of media IDs to attach to the tweet |
@@ -58,16 +57,9 @@ Post new tweets, reply to tweets, or create polls on X (Twitter)
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `tweet` | string |
-| `text` | string |
-| `createdAt` | string |
-| `authorId` | string |
-| `conversationId` | string |
-| `inReplyToUserId` | string |
-| `attachments` | string |
-| `pollId` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `tweet` | object | The newly created tweet data |
 
 ### `x_read`
 
@@ -77,16 +69,14 @@ Read tweet details, including replies and conversation context
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | X OAuth access token |
 | `tweetId` | string | Yes | ID of the tweet to read |
 | `includeReplies` | boolean | No | Whether to include replies to the tweet |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `tweet` | string |
-| `context` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `tweet` | object | The main tweet data |
 
 ### `x_search`
 
@@ -96,7 +86,6 @@ Search for tweets using keywords, hashtags, or advanced queries
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | X OAuth access token |
 | `query` | string | Yes | Search query \(supports X search operators\) |
 | `maxResults` | number | No | Maximum number of results to return \(default: 10, max: 100\) |
 | `startTime` | string | No | Start time for search \(ISO 8601 format\) |
@@ -105,12 +94,9 @@ Search for tweets using keywords, hashtags, or advanced queries
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `tweets` | string |
-| `includes` | string |
-| `media` | string |
-| `polls` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `tweets` | array | Array of tweets matching the search query |
 
 ### `x_user`
 
@@ -120,41 +106,16 @@ Get user profile information
 
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
-| `accessToken` | string | Yes | X OAuth access token |
 | `username` | string | Yes | Username to look up \(without @ symbol\) |
 
 #### Output
 
-| Parameter | Type |
-| --------- | ---- |
-| `user` | string |
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `user` | object | X user profile information |
 
 
 
-## Block Configuration
-
-### Input
-
-| Parameter | Type | Required | Description | 
-| --------- | ---- | -------- | ----------- | 
-| `operation` | string | Yes | Operation |
-
-
-
-### Outputs
-
-| Output | Type | Description |
-| ------ | ---- | ----------- |
-| `tweet` | json | tweet output from the block |
-| `replies` | any | replies output from the block |
-| `context` | any | context output from the block |
-| `tweets` | json | tweets output from the block |
-| `includes` | any | includes output from the block |
-| `meta` | json | meta output from the block |
-| `user` | json | user output from the block |
-| `recentTweets` | any | recentTweets output from the block |
-
-
 ## Notes
 
 - Category: `tools`