MCPAdapt MCP Server

What is MCPAdapt?

MCPAdapt is a Python library that seamlessly adapts tools from any MCP (Model Context Protocol) server into any supported agentic framework. It provides access to 650+ existing MCP server tools for frameworks like Smolagents, LangChain, CrewAI, and Google GenAI.

How to use MCPAdapt?

Install MCPAdapt with your framework's optional dependencies, e.g., pip install mcpadapt[langchain]. Then use the MCPAdapt context manager with a StdioServerParameters (or a list of them) and an adapter (e.g., SmolAgentsAdapter()) to get tools usable in your workflow. Also supports SSE‑based remote MCP servers.

Key features of MCPAdapt

• Adapts any MCP server tools into your agentic framework
• Supports Smolagents, LangChain, CrewAI, and Google GenAI
• Works with both local stdio and remote SSE MCP servers
• Allows multiple MCP servers in a single adapter
• Supports async operation where the framework supports it

Use cases of MCPAdapt

• Give a LangChain agent access to hundreds of MCP‑based tools
• Use Smolagents’ ToolCollection to run MCP server tools natively
• Combine multiple MCP servers (e.g., database, file, API) in one CrewAI workflow
• Connect to a remote MCP server over SSE from a Jupyter notebook