{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ceuakvwkgh2w","handle":"openai-mcp-agents","url":"https://wellknown.network/agents/openai-mcp-agents","links":{"self":"https://wellknown.network/agents/openai-mcp-agents/record.json","html":"https://wellknown.network/agents/openai-mcp-agents","markdown":"https://wellknown.network/agents/openai-mcp-agents/record.md","api":"https://wellknown.network/api/v1/agents/openai-mcp-agents","status":"https://wellknown.network/api/v1/agents/openai-mcp-agents/status","claim":"https://wellknown.network/agents/openai-mcp-agents/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/openai-mcp-agents/claim.json","badge":"https://wellknown.network/agents/openai-mcp-agents/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/openai-mcp-agents/history","tools":"https://wellknown.network/api/v1/agents/openai-mcp-agents/tools"},"ard":{"identifier":"urn:air::server:openai-mcp-agents","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"openai-mcp-agents","summary":"SDK for integrating Model Context Protocol (MCP) into OpenAI Agents","description":"# OpenAI MCP Agents\n\n[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n\nThis project is an SDK that integrates [Model Context Protocol (MCP)](https://modelcontextprotocol.io) into OpenAI Agents. It allows you to easily provide MCP server functionality as tools for OpenAI Agents to use.\n\n## Features\n\n- Supports two connection types:\n  - Stdio connection: Communicate with local processes via standard input/output\n  - SSE connection: Communicate with remote servers via Server-Sent Events\n- Supports two usage patterns:\n  - Using async context manager (async with) for automatic connection management\n  - Manual connection management via connect() and disconnect() methods\n- Support for connecting to multiple MCP servers\n- Full type hint support\n- Detailed example code provided\n\n## Installation\n\n### Using uv (Recommended)\n\n```bash\nuv install git+https://github.com/madroidmaq/openai-mcp-agents.git\n```\n\n### Using pip\n\n```bash\npip install git+https://github.com/madroidmaq/openai-mcp-agents.git\n```\n\n### Development Environment Setup\n\nIf you want to contribute to the project, you can set up your development environment as follows:\n\n```bash\n# Clone the repository\ngit clone https://github.com/madroidmaq/openai-mcp-agents.git\ncd openai-mcp-agents\n\n# Create a virtual environment and install dependencies using uv\nuv venv\nsource .venv/bin/activate  # On Windows use .venv\\Scripts\\activate\nuv pip install -e .\n```\n\n## Usage Examples\n\n### Single Server Connection\n\n```python\nfrom openai_mcp_agents.mcp_agent import McpAgent\nfrom mcp import StdioServerParameters\n\n# Configure MCP server\nserver_params = StdioServerParameters(\n    command=\"npx\",\n    args=[\"-y\", \"@modelcontextprotocol/server-filesystem\", \"/path/to/…","publisher":null,"homepage":"https://github.com/madroidmaq/openai-mcp-agents","repository":"https://github.com/madroidmaq/openai-mcp-agents/blob/main/CHANGELOG.md","version":"0.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["agents","mcp","model-context-protocol","openai"],"pricing":null,"endpoints":[{"url":"pypi:openai-mcp-agents","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":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.882,"provenance":"derived"}],"categories":["dev"],"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":"openai-mcp-agents","registry":"pypi","observedAt":"2026-11-03T20:29:43.727Z","publishedAt":"2025-03-27T17:50:53.518792Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"openai-mcp-agents","url":"https://pypi.org/project/openai-mcp-agents/","firstSeenAt":"2026-09-10T08:26:29.875Z","fetchedAt":"2026-11-03T20:28:47.115Z","normalizedAt":"2026-11-03T20:28:47.115Z"}]},"firstSeenAt":"2026-09-10T08:26:29.875Z","updatedAt":"2026-11-03T20:29:43.727Z"}