{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_huudv5ryfnta","handle":"iflow-mcp-lroolle-agents-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-lroolle-agents-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-lroolle-agents-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-lroolle-agents-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-lroolle-agents-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-lroolle-agents-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-lroolle-agents-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-lroolle-agents-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-lroolle-agents-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-lroolle-agents-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-lroolle-agents-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-lroolle-agents-mcp-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-lroolle-agents-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_lroolle-agents-mcp-server","summary":"MCP server for OpenAI agents and agents tools.","description":"# OpenAI Agents MCP Server\n[![smithery badge](https://smithery.ai/badge/@lroolle/openai-agents-mcp-server)](https://smithery.ai/server/@lroolle/openai-agents-mcp-server)\n\nA Model Context Protocol (MCP) server that exposes OpenAI agents through the MCP protocol.\n\n## Features\n\nThis server exposes both individual agents and a multi-agent orchestrator using the OpenAI Agents SDK:\n\n### Individual Specialized Agents\n\n- **Web Search Agent**: A specialized agent for searching the web for real-time information\n- **File Search Agent**: A specialized agent for searching and analyzing files in OpenAI's vector store\n- **Computer Action Agent**: A specialized agent for performing actions on your computer safely\n\n### Multi-Agent Orchestrator\n\n- **Orchestrator Agent**: A powerful agent that can coordinate between the specialized agents, choosing the right one(s) for each task\n\nEach agent is accessed through the MCP protocol, making them available to any MCP client, including the Claude desktop app.\n\n## Installation\n\n### Prerequisites\n\n- Python 3.11 or higher\n- [uv](https://github.com/astral-sh/uv) package manager (recommended)\n- OpenAI API key\n\n### Installing via Smithery\n\nTo install openai-agents-mcp-server for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@lroolle/openai-agents-mcp-server):\n\n```bash\nnpx -y @smithery/cli install @lroolle/openai-agents-mcp-server --client claude\n```\n\n### Claude Desktop\n\n```\n\"mcpServers\": {\n  \"openai-agents-mcp-server\": {\n    \"command\": \"uvx\",\n    \"args\": [\"openai-agents-mcp-server\"],\n    \"env\": {\n        \"OPENAI_API_KEY\": \"your-api-key-here\"\n    }\n  }\n}\n\n```\n\n## Implementation Details\n\n### Tool Requirements\n\n- **WebSearchTool**: No required parameters, but can accept optional location context\n- **FileSearchTool**: Requires vector_store_ids (IDs from your OpenAI vector stores)\n- **ComputerTool**: Requires an AsyncComputer implementation (currently simulated)\n\n### Customization\n\nYou can customize this server by:\n\n1. Implemen…","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_lroolle-agents-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":0.905,"provenance":"derived"}],"categories":["automation"],"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":"iflow-mcp_lroolle-agents-mcp-server","registry":"pypi","observedAt":"2026-10-28T05:24:01.285Z","publishedAt":"2026-02-06T10:10:33.806199Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_lroolle-agents-mcp-server","url":"https://pypi.org/project/iflow-mcp_lroolle-agents-mcp-server/","firstSeenAt":"2026-09-09T19:24:58.439Z","fetchedAt":"2026-10-28T05:22:20.113Z","normalizedAt":"2026-10-28T05:22:20.113Z"}]},"firstSeenAt":"2026-09-09T19:24:58.439Z","updatedAt":"2026-10-28T05:24:01.285Z"}