LangChain-MCP-adapter

</br>Working GITHUB MCP Code - > HTTP way , vs code ----------------------------------------------------------------- # With MCP adapters - automatic conversion tools = await load_mcp_tools(session) # ✅ MCP → LangChain conversion done! # Without adapters (manual approach): Manual conversion - you write the wrapper ```mcp_tools = await mcp_client.list_tools() for t in mcp_tools: # Build Pydantic schema # Create wrapper function # Create StructuredTool # Add to tools list ``` --------------------------------------------------------------------------- # What load_mcp_tools does internally: ``` Calls session.list_tools() to get MCP tool definitions Converts JSON schemas → Pydantic models Creates async wrapper functions that call session.call_tool() Wraps in StructuredTool objects Returns list of LangChain tools ready to use ```