diff --git a/docs/en/getting-started/colab_quickstart.ipynb b/docs/en/getting-started/colab_quickstart.ipynb
index a12429180dd..f08ac2cae74 100644
--- a/docs/en/getting-started/colab_quickstart.ipynb
+++ b/docs/en/getting-started/colab_quickstart.ipynb
@@ -41,7 +41,7 @@
"# Getting Started With MCP Toolbox\n",
"\n",
"This guide demonstrates how to quickly run\n",
- "[Toolbox](https://github.com/googleapis/genai-toolbox) end-to-end in Google\n",
+ "[MCP Toolbox](https://github.com/googleapis/genai-toolbox) end-to-end in Google\n",
"Colab using Python, PostgreSQL, and either [Google\n",
"GenAI](https://pypi.org/project/google-genai/), [ADK](https://google.github.io/adk-docs/),\n",
"[Langgraph](https://www.langchain.com/langgraph)\n",
@@ -49,12 +49,12 @@
"\n",
"Within this Colab environment, you'll\n",
"- Set up a `PostgreSQL database`.\n",
- "- Launch a Toolbox server.\n",
- "- Connect to Toolbox and develop a sample `Hotel Booking` application.\n",
+ "- Launch an MCP Toolbox server.\n",
+ "- Connect to MCP Toolbox and develop a sample `Hotel Booking` application.\n",
"\n",
- "Here is the simplified flow of a Toolbox Application:\n",
+ "Here is the simplified flow of a MCP Toolbox Application:\n",
"\n",
- "![\"Toolbox](\"https://services.google.com/fh/files/misc/toolbox_flow.png\")
\n",
+ "\n",
"\n"
]
},
@@ -208,12 +208,12 @@
"id": "EPuheP8DIt3p"
},
"source": [
- "## Step 2: Install and configure Toolbox\n",
+ "## Step 2: Install and configure MCP Toolbox\n",
"\n",
"In this section, we will\n",
- "1. Download the latest version of the toolbox binary.\n",
- "2. Create a toolbox config file.\n",
- "3. Start a toolbox server using the config file.\n",
+ "1. Download the latest version of the MCP toolbox binary.\n",
+ "2. Create an MCP toolbox config file.\n",
+ "3. Start an MCP toolbox server using the config file.\n",
"\n"
]
},
@@ -223,7 +223,7 @@
"id": "Bl1IeaqZbMYh"
},
"source": [
- "Download the [latest](https://github.com/googleapis/genai-toolbox/releases) version of Toolbox as a binary."
+ "Download the [latest](https://github.com/googleapis/genai-toolbox/releases) version of MCP Toolbox as a binary."
]
},
{
@@ -284,7 +284,7 @@
"\n",
"Our application will leverage these tools to interact with the hotels database.\n",
"\n",
- "For detailed configuration options, please refer to the [Toolbox documentation](https://googleapis.github.io/genai-toolbox/getting-started/configure/).\n",
+ "For detailed configuration options, please refer to the [MCP Toolbox documentation](https://googleapis.github.io/genai-toolbox/getting-started/configure/).\n",
"\n"
]
},
@@ -297,7 +297,7 @@
"outputs": [],
"source": [
"# Create a tools file at runtime.\n",
- "# You can also upload a tools file and use that to run toolbox.\n",
+ "# You can also upload a tools file and use that to run MCP toolbox.\n",
"tools_file_name = \"tools.yml\"\n",
"file_content = f\"\"\"\n",
"kind: sources\n",
@@ -417,7 +417,7 @@
},
"outputs": [],
"source": [
- "# Start a toolbox server\n",
+ "# Start an MCP toolbox server\n",
"! nohup {TOOLBOX_BINARY_PATH} --tools-file {TOOLS_FILE_PATH} -p {SERVER_PORT} > toolbox.log 2>&1 &"
]
},
@@ -429,7 +429,7 @@
},
"outputs": [],
"source": [
- "# Check if toolbox is running\n",
+ "# Check if MCP toolbox is running\n",
"!sudo lsof -i :{SERVER_PORT}"
]
},
@@ -439,10 +439,10 @@
"id": "4yFH4JK7JEAv"
},
"source": [
- "## Step 3: Connect your agent to Toolbox\n",
+ "## Step 3: Connect your agent to MCP Toolbox\n",
"\n",
"In this section, you will\n",
- "1. Establish a connection to the tools by creating a Toolbox client.\n",
+ "1. Establish a connection to the tools by creating an MCP Toolbox client.\n",
"2. Build an agent that leverages the tools and an LLM for Hotel Booking functionality.\n"
]
},
@@ -495,7 +495,7 @@
"id": "J46eLkFbNhWq"
},
"source": [
- "> You can either use LangGraph or LlamaIndex to develop a Toolbox based\n",
+ "> You can either use LangGraph or LlamaIndex to develop an MCP Toolbox based\n",
"> application. Run one of the sections below\n",
"> - [Connect using Google GenAI](#scrollTo=Fv2-uT4mvYtp)\n",
"> - [Connect using ADK](#scrollTo=QqRlWqvYNKSo)\n",
@@ -618,7 +618,7 @@
},
"outputs": [],
"source": [
- "# Install the Toolbox Langchain package\n",
+ "# Install the MCP Toolbox Langchain package\n",
"!pip install toolbox-langchain --quiet\n",
"!pip install langgraph --quiet\n",
"\n",
@@ -679,7 +679,7 @@
" # model = ChatGoogleGenerativeAI(model=\"gemini-2.0-flash-001\")\n",
" # model = ChatAnthropic(model=\"claude-3-5-sonnet-20240620\")\n",
"\n",
- " # Load the tools from the Toolbox server\n",
+ " # Load the tools from the MCP Toolbox server\n",
" client = ToolboxClient(\"http://127.0.0.1:5000\")\n",
" tools = await client.aload_toolset()\n",
"\n",
@@ -711,7 +711,7 @@
},
"outputs": [],
"source": [
- "# Install the Toolbox LlamaIndex package\n",
+ "# Install the MCP Toolbox LlamaIndex package\n",
"!pip install toolbox-llamaindex --quiet\n",
"\n",
"# Install the llamaindex llm package\n",
@@ -783,7 +783,7 @@
" # api_key=os.getenv(\"ANTHROPIC_API_KEY\")\n",
" # )\n",
"\n",
- " # Load the tools from the Toolbox server\n",
+ " # Load the tools from the MCP Toolbox server\n",
" client = ToolboxClient(\"http://127.0.0.1:5000\")\n",
" tools = await client.aload_toolset()\n",
"\n",
@@ -821,7 +821,7 @@
},
"outputs": [],
"source": [
- "# Install the Toolbox Core package\n",
+ "# Install the MCP Toolbox Core package\n",
"!pip install toolbox-core --quiet\n",
"\n",
"# Install the Google GenAI package\n",
@@ -999,7 +999,7 @@
"id": "yatf9YoGclV9"
},
"source": [
- "Executing this will terminate the processes running on the database and Toolbox ports.\n",
+ "Executing this will terminate the processes running on the database and MCP Toolbox ports.\n",
"\n",
"This is necessary before re-running the startup cells for these services to prevent `port already in use` errors."
]
diff --git a/docs/en/getting-started/local_quickstart.md b/docs/en/getting-started/local_quickstart.md
index 414156f6721..50895678d11 100644
--- a/docs/en/getting-started/local_quickstart.md
+++ b/docs/en/getting-started/local_quickstart.md
@@ -3,7 +3,7 @@ title: "Python Quickstart (Local)"
type: docs
weight: 2
description: >
- How to get started running Toolbox locally with [Python](https://github.com/googleapis/mcp-toolbox-sdk-python), PostgreSQL, and [Agent Development Kit](https://google.github.io/adk-docs/),
+ How to get started running MCP Toolbox locally with [Python](https://github.com/googleapis/mcp-toolbox-sdk-python), PostgreSQL, and [Agent Development Kit](https://google.github.io/adk-docs/),
[LangGraph](https://www.langchain.com/langgraph), [LlamaIndex](https://www.llamaindex.ai/) or [GoogleGenAI](https://pypi.org/project/google-genai/).
---
@@ -32,14 +32,14 @@ This guide assumes you have already done the following:
{{< regionInclude "quickstart/shared/database_setup.md" "database_setup" >}}
-## Step 2: Install and configure Toolbox
+## Step 2: Install and configure MCP Toolbox
{{< regionInclude "quickstart/shared/configure_toolbox.md" "configure_toolbox" >}}
-## Step 3: Connect your agent to Toolbox
+## Step 3: Connect your agent to MCP Toolbox
In this section, we will write and run an agent that will load the Tools
-from Toolbox.
+from MCP Toolbox.
{{< notice tip>}}
If you prefer to experiment within a Google Colab environment, you can connect
@@ -113,7 +113,7 @@ pip install google-genai
```
-1. Update `my_agent/agent.py` with the following content to connect to Toolbox:
+1. Update `my_agent/agent.py` with the following content to connect to MCP Toolbox:
```py
{{< regionInclude "quickstart/python/adk/quickstart.py" "quickstart" >}}
```
diff --git a/docs/en/getting-started/local_quickstart_go.md b/docs/en/getting-started/local_quickstart_go.md
index 09e6ef2ce54..401c23c89d1 100644
--- a/docs/en/getting-started/local_quickstart_go.md
+++ b/docs/en/getting-started/local_quickstart_go.md
@@ -3,7 +3,7 @@ title: "Go Quickstart (Local)"
type: docs
weight: 4
description: >
- How to get started running Toolbox locally with [Go](https://github.com/googleapis/mcp-toolbox-sdk-go), PostgreSQL, and orchestration frameworks such as [LangChain Go](https://tmc.github.io/langchaingo/docs/), [GenkitGo](https://genkit.dev/go/docs/get-started-go/), [Go GenAI](https://github.com/googleapis/go-genai) and [OpenAI Go](https://github.com/openai/openai-go).
+ How to get started running MCP Toolbox locally with [Go](https://github.com/googleapis/mcp-toolbox-sdk-go), PostgreSQL, and orchestration frameworks such as [LangChain Go](https://tmc.github.io/langchaingo/docs/), [GenkitGo](https://genkit.dev/go/docs/get-started-go/), [Go GenAI](https://github.com/googleapis/go-genai) and [OpenAI Go](https://github.com/openai/openai-go).
---
## Before you begin
@@ -24,14 +24,14 @@ This guide assumes you have already done the following:
{{< regionInclude "quickstart/shared/database_setup.md" "database_setup" >}}
-## Step 2: Install and configure Toolbox
+## Step 2: Install and configure MCP Toolbox
{{< regionInclude "quickstart/shared/configure_toolbox.md" "configure_toolbox" >}}
-## Step 3: Connect your agent to Toolbox
+## Step 3: Connect your agent to MCP Toolbox
In this section, we will write and run an agent that will load the Tools
-from Toolbox.
+from MCP Toolbox.
1. Initialize a go module:
diff --git a/docs/en/getting-started/local_quickstart_js.md b/docs/en/getting-started/local_quickstart_js.md
index bfec5be5d9f..43f79cb4bf1 100644
--- a/docs/en/getting-started/local_quickstart_js.md
+++ b/docs/en/getting-started/local_quickstart_js.md
@@ -3,7 +3,7 @@ title: "JS Quickstart (Local)"
type: docs
weight: 3
description: >
- How to get started running Toolbox locally with [JavaScript](https://github.com/googleapis/mcp-toolbox-sdk-js), PostgreSQL, and orchestration frameworks such as [LangChain](https://js.langchain.com/docs/introduction/), [GenkitJS](https://genkit.dev/docs/get-started/), [LlamaIndex](https://ts.llamaindex.ai/) and [GoogleGenAI](https://github.com/googleapis/js-genai).
+ How to get started running MCP Toolbox locally with [JavaScript](https://github.com/googleapis/mcp-toolbox-sdk-js), PostgreSQL, and orchestration frameworks such as [LangChain](https://js.langchain.com/docs/introduction/), [GenkitJS](https://genkit.dev/docs/get-started/), [LlamaIndex](https://ts.llamaindex.ai/) and [GoogleGenAI](https://github.com/googleapis/js-genai).
---
## Before you begin
@@ -24,14 +24,14 @@ This guide assumes you have already done the following:
{{< regionInclude "quickstart/shared/database_setup.md" "database_setup" >}}
-## Step 2: Install and configure Toolbox
+## Step 2: Install and configure MCP Toolbox
{{< regionInclude "quickstart/shared/configure_toolbox.md" "configure_toolbox" >}}
-## Step 3: Connect your agent to Toolbox
+## Step 3: Connect your agent to MCP Toolbox
In this section, we will write and run an agent that will load the Tools
-from Toolbox.
+from MCP Toolbox.
1. (Optional) Initialize a Node.js project: