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Show HN: PolyMCP – Turn any Python function into AI-callable tools, instantly
I built PolyMCP, an open-source framework that lets any Python function become an MCP tool usable by AI agents — no rewrites, decorators, or custom SDKs needed.
Features:
• Expose Python functions as MCP tools (core framework)
• PolyMCP Inspector: visual UI to browse, test, and debug servers
• MCP SDK Apps: build full AI-powered apps with tools + UI resources
Real use cases:
• Turn existing APIs into AI-callable tools
• Automate internal workflows without rewriting legacy code
• Build dashboards, copilots, or support tools
Supports LLMs like OpenAI, Anthropic, and Ollama (including local models).
Repo: https://github.com/poly-mcp/PolyMCP https://github.com/poly-mcp/PolyMCP
Inspector: https://github.com/poly-mcp/PolyMCP-Inspector https://github.com/poly-mcp/PolyMCP-Inspector
SDK Apps: https://github.com/poly-mcp/PolyMCP-MCP-SDK-Apps https://github.com/poly-mcp/PolyMCP-MCP-SDK-Apps
Feedback welcome from anyone building AI agents or internal tools!