Connect Any LLM to Any MCP server
...in just 3 lines of code (100% open-source).
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Connect any LLM to any MCP server
Most developers interact with MCPs only via Claude/Cursor.
But you can also connect your regular LLMs to an MCP server.
mcp-use (open-source) lets you connect any LLM to any MCP server & build custom MCP Agents, without using closed-source apps like Cursor/Claude.
Below, I connected Stagehand MCP to Qwen 3 for browser access.
This requires just three simple steps:
Import the MCPAgent and MCPClient classes from mcp-use.
Define MCP config (like you do in Cursor/Claude).
Create an Agent by specifying the LLM and the Client created using the MCP config.
Done!
Now, when you run the Agent, it will invoke the MCP tools just as Agents in Cursor/Claude do.
Key features of mcp-use:
Compatible with Ollama, LangChain, etc.
Run MCP servers in a sandboxed environment.
Connect to multiple MCP servers simultaneously.
Perform asynchronous streaming of Agent's output.
Restrict specific tools from the MCP server if needed.
Use the built-in debugging mode to diagnose any issues.
This is the easiest way to build 100% local MCP clients.
We shall cover a hands-on demo of this pretty soon.
Here’s the mcp-use GitHub repo → (don’t forget to star it)
Thanks for reading!