{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cmmcaqsc3dmt","handle":"openapi-mcp","url":"https://wellknown.network/agents/openapi-mcp","links":{"self":"https://wellknown.network/agents/openapi-mcp/record.json","html":"https://wellknown.network/agents/openapi-mcp","markdown":"https://wellknown.network/agents/openapi-mcp/record.md","api":"https://wellknown.network/api/v1/agents/openapi-mcp","status":"https://wellknown.network/api/v1/agents/openapi-mcp/status","claim":"https://wellknown.network/agents/openapi-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/openapi-mcp/claim.json","badge":"https://wellknown.network/agents/openapi-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:openapi-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"openapi-mcp","summary":"Automatic MCP server generator for OpenAPI applications - converts OpenAPI endpoints to MCP tools for LLM integration","description":"# OpenAPI-MCP\n\nA zero-configuration tool for integrating Model Context Protocol (MCP) servers with any OpenAPI-compliant application.\n\n[![PyPI version](https://badge.fury.io/py/openapi-mcp.svg)](https://pypi.org/project/openapi-mcp/)\n[![Python Versions](https://img.shields.io/pypi/pyversions/openapi-mcp.svg)](https://pypi.org/project/openapi-mcp/)\n\n## Features\n\n- **Magical integration** - Instantly create an MCP server from any OpenAPI specification with zero configuration\n- **Automatic discovery** - All API endpoints are automatically converted to MCP tools\n- **Documentation preservation** - API documentation is automatically converted to MCP tool descriptions\n- **Framework agnostic** - Works with any API framework that supports OpenAPI (FastAPI, Flask, Django, etc.)\n- **Zero manual setup** - No need to create MCP tools manually, everything is done automatically\n\n## Installation\n\nWe recommend using [uv](https://docs.astral.sh/uv/), a fast Python package installer:\n\n```bash\nuv add openapi-mcp\n```\n\nAlternatively, you can install with pip:\n\n```bash\npip install openapi-mcp\n```\n\nFor detailed installation instructions and alternative methods, see [INSTALL.md](INSTALL.md).\n\n## Basic Usage\n\nThe simplest way to use OpenAPI-MCP is to point it at your OpenAPI specification:\n\n```python\nfrom openapi_mcp import create_mcp_server, serve_mcp\n\n# Just point it at your OpenAPI spec and it does everything automatically\nserve_mcp(\n    create_mcp_server(\"https://your-api.com/openapi.json\"),\n    host=\"127.0.0.1\", \n    port=8000\n)\n\n# That's it! Your MCP server is now running with all API endpoints available as tools\n```\n\nIf you're using FastAPI, it's even easier:\n\n```python\nfrom fastapi import FastAPI\nfrom openapi_mcp import add_mcp_server\n\n# Your FastAPI app\napp = FastAPI()\n\n# Add some endpoints\n@app.get(\"/hello/{name}\")\nasync def hello(name: str):\n    \"\"\"Say hello to someone\"\"\"\n    return {\"message\": f\"Hello, {name}!\"}\n\n# One line to add an MCP server - everything is automatic!\nadd_mcp…","publisher":null,"homepage":"https://github.com/tadata-org/openapi-mcp#readme","repository":"https://github.com/tadata-org/openapi-mcp/issues","version":"0.1.0","license":"MIT License\n        \n        Copyright (c) 2024 Tadata Inc.\n   …","protocols":["mcp"],"tags":["ai","api","claude","conversion","django","fastapi","flask","llm","mcp","openapi","tools"],"pricing":null,"endpoints":[{"url":"pypi:openapi-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"documents.conversion","name":"Document Conversion","confidence":1,"provenance":"declared"},{"slug":"data.apis","name":"API Access","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","dev","documents"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"openapi-mcp","registry":"pypi","observedAt":"2026-09-10T08:27:41.736Z","publishedAt":"2025-03-12T14:41:12.754725Z","latestVersion":"0.1.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"openapi-mcp","url":"https://pypi.org/project/openapi-mcp/","firstSeenAt":"2026-09-10T08:26:32.531Z","fetchedAt":"2026-09-10T08:26:32.531Z","normalizedAt":"2026-09-10T08:26:32.531Z"}]},"firstSeenAt":"2026-09-10T08:26:32.531Z","updatedAt":"2026-09-10T08:27:41.736Z"}