agentic-community/openapi-to-mcp
Transform OpenAPI specifications into production-ready MCP servers with AI-powered evaluation and enhancement. Leverages LLMs to analyze, improve, and generate Model Context Protocol implementations from your existing API documentation.
This tool helps AI engineers and developers make existing company APIs understandable and usable by AI agents. It takes your standard API documentation (OpenAPI/Swagger specifications) and transforms it into a specialized AI-ready format called Model Context Protocol (MCP) servers. The output is a robust, AI-friendly server and client that intelligent agents can reliably interact with, preventing common issues like AI 'hallucinations' when using your tools.
No commits in the last 6 months.
Use this if you need to convert your enterprise's human-oriented API specifications into a precise, AI-ready format to enable reliable AI agent integration and prevent AI 'hallucinations' during tool use.
Not ideal if your primary goal is to generate standard API clients or servers for human developers, or if your APIs are already explicitly designed for AI agent consumption via MCP.
Stars
10
Forks
3
Language
Python
License
Apache-2.0
Category
Last pushed
Jul 20, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mcp/agentic-community/openapi-to-mcp"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
Azure/data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases...
apioo/fusio
Self-Hosted API Management for Builders
harsha-iiiv/openapi-mcp-generator
A tool that converts OpenAPI specifications to MCP server
kadykov/mcp-openapi-schema-explorer
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates...
getdatanaut/openmcp
Turn any openapi file into an mcp server, with just the tools you need.