{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_aqhguaksuapf","handle":"openai-agents-sdk-mcp","url":"https://wellknown.network/agents/openai-agents-sdk-mcp","links":{"self":"https://wellknown.network/agents/openai-agents-sdk-mcp/record.json","html":"https://wellknown.network/agents/openai-agents-sdk-mcp","markdown":"https://wellknown.network/agents/openai-agents-sdk-mcp/record.md","api":"https://wellknown.network/api/v1/agents/openai-agents-sdk-mcp","status":"https://wellknown.network/api/v1/agents/openai-agents-sdk-mcp/status","claim":"https://wellknown.network/agents/openai-agents-sdk-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/openai-agents-sdk-mcp/claim.json","badge":"https://wellknown.network/agents/openai-agents-sdk-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/openai-agents-sdk-mcp/history","tools":"https://wellknown.network/api/v1/agents/openai-agents-sdk-mcp/tools"},"ard":{"identifier":"urn:air::server:openai-agents-sdk-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"openai-agents-sdk-mcp","summary":"MCP server for OpenAI Agents SDK documentation","description":"# OpenAI Agents SDK MCP Tool\n\nA Model Context Protocol (MCP) server that provides documentation for the OpenAI Agents SDK by extracting and indexing content from the official documentation website: https://openai.github.io/openai-agents-python/\n\nThis package can be installed as a Python library and used with any MCP-compatible LLM client (Claude Desktop, VS Code, Cursor, etc.).\n\n## Installation\n\n### From PyPI (Recommended)\n\n```bash\npip install openai-agents-sdk-mcp\n```\n\n### From Source\n\n```bash\ngit clone https://github.com/gavinz0228/openai-agents-sdk-mcp.git\ncd openai-agents-sdk-mcp\npip install -e .\n```\n\nSee [INSTALLATION.md](INSTALLATION.md) for detailed installation instructions.\n\n## Overview\n\nThis project provides both a standalone CLI tool and an MCP server that allows LLMs to access and query the OpenAI Agents SDK documentation intelligently.\n\n## Quick Start (MCP Server)\n\n1. **Install the package**:\n   ```bash\n   pip install openai-agents-sdk-mcp\n   ```\n\n2. **Set up API key** (Required):\n   ```bash\n   export OPENAI_API_KEY=\"sk-your-api-key-here\"\n   ```\n   \n   Or create a `.env` file:\n   ```bash\n   cp .env.example .env\n   # Edit .env and add your OpenAI API key\n   ```\n   \n   > **Important**: The tool requires an OpenAI API key to perform intelligent documentation matching. Without it, you'll see \"No matching documentation found\" errors.\n\n3. **Configure your MCP client** (e.g., Claude Desktop):\n   ```json\n   {\n     \"mcpServers\": {\n       \"openai-agents-sdk-docs\": {\n         \"command\": \"openai-agents-sdk-mcp\",\n         \"env\": {\n           \"OPENAI_API_KEY\": \"sk-your-api-key-here\"\n         }\n       }\n     }\n   }\n   ```\n\n4. **Start using it** - Ask your LLM:\n   - \"List all OpenAI Agents SDK documentation topics\"\n   - \"Get documentation for handoffs\"\n   - \"How do I use streaming in OpenAI Agents?\"\n\nSee [INSTALLATION.md](INSTALLATION.md) and [MCP_CONFIGURATION.md](MCP_CONFIGURATION.md) for detailed setup instructions.\n\n## Features\n\n### 1. **MCP Server** (Primary Inte…","publisher":null,"homepage":"https://github.com/gavinz0228/openai-agents-sdk-mcp#readme","repository":"https://github.com/gavinz0228/openai-agents-sdk-mcp#readme","version":"1.1.0","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","openai","agents","documentation","llm"],"pricing":null,"endpoints":[{"url":"pypi:openai-agents-sdk-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":"code.documentation","name":"Code Documentation","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","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-agents-sdk-mcp","registry":"pypi","observedAt":"2026-11-03T20:29:43.497Z","publishedAt":"2025-12-18T05:36:53.836151Z","latestVersion":"1.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"openai-agents-sdk-mcp","url":"https://pypi.org/project/openai-agents-sdk-mcp/","firstSeenAt":"2026-09-10T08:26:28.918Z","fetchedAt":"2026-11-03T20:28:46.099Z","normalizedAt":"2026-11-03T20:28:46.099Z"}]},"firstSeenAt":"2026-09-10T08:26:28.918Z","updatedAt":"2026-11-03T20:29:43.497Z"}