* refactor(webhooks): extract provider-specific logic into handler registry * fix(webhooks): address PR review feedback - Restore original fall-through behavior for generic requireAuth with no token - Replace `any` params with proper types in processor helper functions - Restore array-aware initializer in processTriggerFileOutputs * fix(webhooks): fix build error from union type indexing in processTriggerFileOutputs Cast array initializer to Record<string, unknown> to allow string indexing while preserving array runtime semantics for the return value. * fix(webhooks): return 401 when requireAuth is true but no token configured If a user explicitly sets requireAuth: true, they expect auth to be enforced. Returning 401 when no token is configured is the correct behavior — this is an intentional improvement over the original code which silently allowed unauthenticated access in this case. * refactor(webhooks): move signature validators into provider handler files Co-locate each validate*Signature function with its provider handler, eliminating the circular dependency where handlers imported back from utils.server.ts. validateJiraSignature is exported from jira.ts for shared use by confluence.ts. * refactor(webhooks): move challenge handlers into provider files Move handleWhatsAppVerification to providers/whatsapp.ts and handleSlackChallenge to providers/slack.ts. Update processor.ts imports to point to provider files. * refactor(webhooks): move fetchAndProcessAirtablePayloads into airtable handler Co-locate the ~400-line Airtable payload processing function with its provider handler. Remove AirtableChange interface from utils.server.ts. * refactor(webhooks): extract polling config functions into polling-config.ts Move configureGmailPolling, configureOutlookPolling, configureRssPolling, and configureImapPolling out of utils.server.ts into a dedicated module. Update imports in deploy.ts and webhooks/route.ts. * refactor(webhooks): decompose formatWebhookInput into per-provider formatInput methods Move all provider-specific input formatting from the monolithic formatWebhookInput switch statement into each provider's handler file. Delete formatWebhookInput and all its helper functions (fetchWithDNSPinning, formatTeamsGraphNotification, Slack file helpers, convertSquareBracketsToTwiML) from utils.server.ts. Create new handler files for gmail, outlook, rss, imap, and calendly providers. Update webhook-execution.ts to use handler.formatInput as the primary path with raw body passthrough as fallback. utils.server.ts reduced from ~1600 lines to ~370 lines containing only credential-sync functions. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * refactor(webhooks): decompose provider-subscriptions into handler registry pattern Move all provider-specific subscription create/delete logic from the monolithic provider-subscriptions.ts into individual provider handler files via new createSubscription/deleteSubscription methods on WebhookProviderHandler. Replace the two massive if-else dispatch chains (11 branches each) with simple registry lookups via getProviderHandler(). provider-subscriptions.ts reduced from 2,337 lines to 128 lines (orchestration only). Also migrate polling configuration (gmail, outlook, rss, imap) into provider handlers via configurePolling() method, and challenge/verification handling (slack, whatsapp, teams) via handleChallenge() method. Delete polling-config.ts. Create new handler files for fathom and lemlist providers. Extract shared subscription utilities into subscription-utils.ts. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(webhooks): fix attio build error, restore imap field, remove demarcation comments - Cast `body` to `Record<string, unknown>` in attio formatInput to fix type error with extractor functions - Restore `rejectUnauthorized` field in imap configurePolling for parity - Remove `// ---` section demarcation comments from route.ts and airtable.ts - Update add-trigger skill to reflect handler-based architecture Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(webhooks): remove unused imports from utils.server.ts after rebase Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(webhooks): remove duplicate generic file processing from webhook-execution The generic provider's processInputFiles handler already handles file[] field processing via the handler.processInputFiles call. The hardcoded block from staging was incorrectly preserved during rebase, causing double processing. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(webhooks): validate auth token is set when requireAuth is enabled at deploy time Rejects deployment with a clear error message if a generic webhook trigger has requireAuth enabled but no authentication token configured, rather than letting requests fail with 401 at runtime. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(webhooks): remove unintended rejectUnauthorized field from IMAP polling config The refactored IMAP handler added a rejectUnauthorized field that was not present in the original configureImapPolling function. This would default to true for all existing IMAP webhooks, potentially breaking connections to servers with self-signed certificates. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(webhooks): replace crypto.randomUUID() with generateId() in ashby handler Per project coding standards, use generateId() from @/lib/core/utils/uuid instead of crypto.randomUUID() directly. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * refactor(webhooks): standardize logger names and remove any types from providers - Standardize logger names to WebhookProvider:X pattern across 6 providers (fathom, gmail, imap, lemlist, outlook, rss) - Replace all `any` types in airtable handler with proper types: - Add AirtableTableChanges interface for API response typing - Change function params from `any` to `Record<string, unknown>` - Change AirtableChange fields from Record<string, any> to Record<string, unknown> - Change all catch blocks from `error: any` to `error: unknown` - Change input object from `any` to `Record<string, unknown>` Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * refactor(webhooks): remove remaining any types from deploy.ts Replace 3 `catch (error: any)` with `catch (error: unknown)` and 1 `Record<string, any>` with `Record<string, unknown>`. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
The open-source platform to build AI agents and run your agentic workforce. Connect 1,000+ integrations and LLMs to orchestrate agentic workflows.
Build Workflows with Ease
Design agent workflows visually on a canvas—connect agents, tools, and blocks, then run them instantly.
Supercharge with Copilot
Leverage Copilot to generate nodes, fix errors, and iterate on flows directly from natural language.
Integrate Vector Databases
Upload documents to a vector store and let agents answer questions grounded in your specific content.
Quickstart
Cloud-hosted: sim.ai
Self-hosted: NPM Package
npx simstudio
Note
Docker must be installed and running on your machine.
Options
| Flag | Description |
|---|---|
-p, --port <port> |
Port to run Sim on (default 3000) |
--no-pull |
Skip pulling latest Docker images |
Self-hosted: Docker Compose
git clone https://github.com/simstudioai/sim.git && cd sim
docker compose -f docker-compose.prod.yml up -d
Background worker note
The Docker Compose stack starts a dedicated worker container by default. If REDIS_URL is not configured, the worker will start, log that it is idle, and do no queue processing. This is expected. Queue-backed API, webhook, and schedule execution requires Redis; installs without Redis continue to use the inline execution path.
Sim also supports local models via Ollama and vLLM — see the Docker self-hosting docs for setup details.
Self-hosted: Manual Setup
Requirements: Bun, Node.js v20+, PostgreSQL 12+ with pgvector
- Clone and install:
git clone https://github.com/simstudioai/sim.git
cd sim
bun install
bun run prepare # Set up pre-commit hooks
- Set up PostgreSQL with pgvector:
docker run --name simstudio-db -e POSTGRES_PASSWORD=your_password -e POSTGRES_DB=simstudio -p 5432:5432 -d pgvector/pgvector:pg17
Or install manually via the pgvector guide.
- Configure environment:
cp apps/sim/.env.example apps/sim/.env
# Create your secrets
perl -i -pe "s/your_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_internal_api_secret/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_api_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
# DB configs for migration
cp packages/db/.env.example packages/db/.env
# Edit both .env files to set DATABASE_URL="postgresql://postgres:your_password@localhost:5432/simstudio"
- Run migrations:
cd packages/db && bun run db:migrate
- Start development servers:
bun run dev:full # Starts Next.js app, realtime socket server, and the BullMQ worker
If REDIS_URL is not configured, the worker will remain idle and execution continues inline.
Or run separately: bun run dev (Next.js), cd apps/sim && bun run dev:sockets (realtime), and cd apps/sim && bun run worker (BullMQ worker).
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_KEYenvironment variable in your self-hosted apps/sim/.env file to that value
Environment Variables
See the environment variables reference for the full list, or apps/sim/.env.example for defaults.
Tech Stack
- Framework: Next.js (App Router)
- Runtime: Bun
- Database: PostgreSQL with Drizzle ORM
- Authentication: Better Auth
- UI: Shadcn, Tailwind CSS
- State Management: Zustand
- Flow Editor: ReactFlow
- Docs: Fumadocs
- Monorepo: Turborepo
- Realtime: Socket.io
- Background Jobs: Trigger.dev
- Remote Code Execution: E2B
Contributing
We welcome contributions! Please see our Contributing Guide for details.
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
Made with ❤️ by the Sim Team


