The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools, enabling AI agents to access external APIs without custom wrappers!
# OpenAPI to Model Context Protocol (MCP) [](https://badge.fury.io/py/openapi-mcp-proxy) [](LICENSE)     **The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools, enabling AI agents to access external APIs without custom wrappers!**  ## Bridge the gap between AI agents and external APIs The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by **dynamically translating** OpenAPI specifications into standardized **MCP tools**, **resources**, and **prompts**. This simplifies integration by eliminating the need for custom API wrappers. Built with **FastMCP** following official MCP patterns and best practices, the server provides: - ✅ **Official FastMCP Integration** - Uses the latest FastMCP framework for optimal performance - ✅ **Proper MCP Transport** - Supports stdio, SSE, and streamable HTTP transports - ✅ **Modular Architecture** - Clean separation of concerns with dependency injection - ✅ **Production Ready** - Robust error handling, comprehensive logging, and type safety - **Repository:** [https://github.com/gujord/OpenAPI-MCP](https://github.com/gujord/OpenAPI-MCP) --- If you find it useful, please give it a ⭐ on GitHub! --- ## Key Features ### Core Functionality - **FastMCP Transport:** Optimized for `stdio`, working out-of-the-box with popular LLM orchestrators. - **OpenAPI Integration:** Parses and registers OpenAPI operations as callable tools. - **Resource Registration:** Aut
Google's AI-powered research notebook that ingests your documents and becomes an expert on your content. Generates audio overviews, study guides, FAQs, and interactive discussions from uploaded sources.
Google DeepMind's experimental AI agent that can navigate websites, fill forms, and complete multi-step browser tasks autonomously. Uses Gemini's multimodal understanding to interact with web interfaces.
Google DeepMind's universal AI assistant prototype that can see, hear, and respond in real-time through your device camera and microphone. Demonstrates the future of multimodal AI interaction.
Google Cloud's enterprise platform for building, deploying, and managing AI agents powered by Gemini. Supports multi-agent orchestration, tool integration, and enterprise governance.
Gemini's agentic research capability that autonomously browses the web, synthesizes information from dozens of sources, and produces comprehensive research reports on any topic.
Interactive coding and content creation agent that generates, previews, and iterates on code, documents, and interactive applications in a side panel. Supports HTML/CSS/JS, Python, and more.