---
title: Use LlamaIndex agent tools as MCP tools
 | LlamaIndex OSS Documentation
---

We have dozens of agent tools in [LlamaHub](https://llamahub.ai/?tab=tools) and they can all be instantly used as MCP tools! This notebook shows how exactly that’s done, using the [Notion Tool](https://llamahub.ai/l/tools/llama-index-tools-notion?from=tools) as an example.

First we install our tool, and our MCP server:

```
!pip install llama-index-tools-notion mcp fastmcp
```

Bring in our dependencies:

```
# Import dependencies for Model Context Protocol (MCP) fastMCP server
from typing import Any, Dict, List, Optional
from fastmcp import FastMCP


print("MCP fastMCP server dependencies imported successfully!")
```

```
MCP fastMCP server dependencies imported successfully!
```

Instantiate our tools using an API key:

```
# Import and configure LlamaIndex Notion Tool Spec
from llama_index.tools.notion import NotionToolSpec


notion_token = "xxxx"
tool_spec = NotionToolSpec(integration_token=notion_token)
```

Let’s see what tools are available:

```
tools = tool_spec.to_tool_list()


for i, tool in enumerate(tools):
    print(f"Tool {i+1}: {tool.metadata.name}")
```

```
Tool 1: load_data
Tool 2: search_data
```

Now we create and configure the fastMCP server, and register each tool:

```
mcp_server = FastMCP("MCP Agent Tools Server")


# Register the tools from the Notion ToolSpec
for tool in tools:
    mcp_server.tool(
        name=tool.metadata.name, description=tool.metadata.description
    )(tool.real_fn)
```

```
MCP Server configured with tools
```

Now we can run our MCP server complete with our tools!

```
await mcp_server.run_async(transport="streamable-http")
```

```
[06/27/25 16:27:47] INFO     Starting MCP server 'MCP Agent Tools Server' with transport             server.py:1358
                             'streamable-http' on http://127.0.0.1:8000/mcp/                                       
```

```
INFO:     Started server process [24668]
INFO:     Waiting for application startup.
INFO:     Application startup complete.
INFO:     Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)




INFO:     127.0.0.1:54201 - "POST /mcp/ HTTP/1.1" 200 OK
INFO:     127.0.0.1:54201 - "POST /mcp/ HTTP/1.1" 202 Accepted
INFO:     127.0.0.1:54203 - "GET /mcp/ HTTP/1.1" 200 OK
INFO:     127.0.0.1:54209 - "POST /mcp/ HTTP/1.1" 200 OK




INFO:     Shutting down
ERROR:    ASGI callable returned without completing response.
ERROR:    Cancel 0 running task(s), timeout graceful shutdown exceeded
INFO:     Waiting for application shutdown.
INFO:     Application shutdown complete.
INFO:     Finished server process [24668]
```