{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/3"},{"label":"WWW/HTTP","url":"https://skillfed.io/packages/category/internet-www-http"}],"enrichment":{"capability":"Automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools for LLM integration, with built-in authentication support using FastAPI's dependency system.","skillfed_tags":["llm-integration","mcp-server","api-bridge"],"use_cases":["Enable Claude or other LLMs to invoke your FastAPI endpoints as tools without writing separate MCP server code.","Add LLM-native tool access to existing FastAPI services while reusing authentication and validation logic.","Prototype AI agent integrations by exposing internal APIs as MCP tools with zero additional configuration.","Preserve OpenAPI documentation and schemas when exposing endpoints to LLMs, ensuring consistency across interfaces.","Deploy an MCP server alongside or separately from your FastAPI app for flexible AI orchestration architectures."],"what_it_does":"FastAPI-MCP bridges FastAPI applications and the Model Context Protocol, allowing LLMs like Claude to call your API endpoints as tools. Instead of converting OpenAPI specs to MCP in isolation, it integrates directly with FastAPI's runtime, using the ASGI interface to communicate efficiently and reusing FastAPI's dependency injection for authentication and authorization.\n\nThe package requires minimal setup\u2014instantiate FastApiMCP with your app and call mount() to expose endpoints as MCP tools at /mcp. It preserves endpoint documentation, request/response schemas, and FastAPI dependencies, so your existing security and validation logic applies to MCP calls without duplication. You can mount the server on the same app or deploy separately.","worth_installing":"Yes, if you have a FastAPI application and want to expose endpoints to LLMs. The low install friction, permissive license, and native FastAPI integration make it straightforward to add. However, note the aging maintenance status (last release 382 days ago)\u2014evaluate whether the current feature set and stability meet your timeline, and monitor the repository for updates before committing to production use."},"id":"fastapi-mcp","links":{"html":"https://skillfed.io/packages/fastapi-mcp","md":"https://skillfed.io/packages/fastapi-mcp.md","pypi":"https://pypi.org/project/fastapi-mcp/"},"maintenance":{"status":"aging"},"meta":{"latest_release":"2025-07-28","license_spdx":null,"license_treatment":"permissive","name":"fastapi-mcp","python_support":"supports_current","summary":"Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration"},"popularity":{"monthly_downloads":17508920,"position":1114,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.4.0"}