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Source channel @githubtrending · Post #14896 · Jul 2

#python#ai#authentication#authorization#claude#cursor#fastapi#llm#mcp#mcp_server#mcp_servers#modelcontextprotocol#openapi#windsurf FastAPI-MCP is a tool that lets you easily turn your FastAPI web API endpoints into Model Context Protocol (MCP) tools, which AI agents can use directly. It requires almost no setup—just connect it to your FastAPI app, and it automatically preserves your request/response data models and documentation. It also includes built-in authentication using your existing FastAPI security methods. You can run the MCP server inside your app or separately, and it communicates efficiently using FastAPI’s ASGI interface. This makes it simple to integrate AI capabilities with your existing FastAPI services without rewriting code, saving you time and effort while keeping your API secure and well-documented[1][5]. https://github.com/tadata-org/fastapi_mcp

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@sstrojan · Post #756 · 11/20/2025, 02:31 PM

🔥推荐一个可能是目前最强的 AI 聚合平台:LMSYS Chatbot Arena。 1. 模型库最新最全: 刚刚发布的 Gemini 3 已经上线了!此外还集成了全球(包括国产)最顶尖的 LLM,可以同台竞技。 2. 支持 Artifacts 级编程体验: 现在的竞技场不仅仅是对话,它支持实时代码渲染。写 HTML/JS/Python 数据分析,直接出图表和网页预览,交互体验对标 Claude。 3. 完全免费: 对于开发者来说,这是一个极佳的“模型体检中心”。 🙅‍♂️ 不想花钱订阅各种会员,又想体验 Gemini 3 和实时代码能力的,直接冲这里:https://lmarena.ai/ #AI#Gemini3#LMSYS#ChatbotArena#大模型#免费资源#编程#黑科技#生产力工具