Frank Denis

Turn any API spec into AI-accessible tools instantly.

openapi-mcp is a tool that quickly transforms OpenAPI 3.x specifications into a robust MCP tool server. It validates the API specification, generates MCP tools for each operation, and provides structured, machine-readable output through stdio or HTTP. This facilitates seamless integration with AI agents.