{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_a2cy9kecpfdj","handle":"mcp-openai","url":"https://wellknown.network/agents/mcp-openai","links":{"self":"https://wellknown.network/agents/mcp-openai/record.json","html":"https://wellknown.network/agents/mcp-openai","markdown":"https://wellknown.network/agents/mcp-openai/record.md","api":"https://wellknown.network/api/v1/agents/mcp-openai","status":"https://wellknown.network/api/v1/agents/mcp-openai/status","claim":"https://wellknown.network/agents/mcp-openai/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-openai/claim.json","badge":"https://wellknown.network/agents/mcp-openai/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-openai/history","tools":"https://wellknown.network/api/v1/agents/mcp-openai/tools"},"ard":{"identifier":"urn:air::server:mcp-openai","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-openai","summary":"MCP Client with OpenAI compatible API","description":"<div align=\"center\">\n  <h1>𝔐&nbsp;&nbsp;mpc-openai&nbsp;&nbsp;✧</h1>\n  <p><em>MCP Client with OpenAI compatible API</em></p>\n</div>\n\n> Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications.\n>\n> — [https://modelcontextprotocol.io](https://modelcontextprotocol.io)\n\n______________________________________________________________________\n\n> [!WARNING]\n> This project is still in the early stages of development. Support is not planned.\n\nThis is a MCP **client** (not a server). It is meant to be used as a library for building LLMs UI that support MCP through an OpenAI compatible API. This opens the door to locally runnable inference engines ([vLLM](https://github.com/vllm-project/vllm), [Ollama](https://github.com/ollama/ollama), [TGI](https://github.com/huggingface/text-generation-inference), [llama.cpp](https://github.com/ggerganov/llama.cpp), [LMStudio](https://github.com/lmstudio-ai), ...) that support providing support for the OpenAI API ([text generation](https://platform.openai.com/docs/guides/text-generation), [function calling](https://platform.openai.com/docs/guides/function-calling), etc.).\n\n## Usage\n\nIt is highly recommended to use [uv](https://docs.astral.sh/uv/) in your project based on mpc-openai:\n\n- It manages python installation and virtual environment.\n- It is an executable that can run self-contained python scripts (in our case MCP server)\n- It is used for CI workflows.\n\nAdd mcp-openai to your project dependencies with:\n\n```\nuv add mcp-openai\n```\n\nor use classic pip install.\n\n### Create a MCP client\n\nNow you can create a MCP client by specifying your custom configuration.\n\n```python\nfrom mcp_openai import MCPClient\nfrom mcp_openai import config\n\nmcp_client_config = config.MCPClientConfig(\n    mcpServers={\n        \"the-name-of-the-server\": config.MCPServerConfig(\n            command=\"uv\",\n            args=[\"run\", \"path/to/server/scripts.py/or/github/…","publisher":null,"homepage":"https://github.com/S1M0N38/mcp-openai","repository":"https://github.com/S1M0N38/mcp-openai/blob/main/CHANGELOG.md","version":"0.2.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-openai","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"ai.model-access","name":"Model Access","confidence":0.905,"provenance":"derived"}],"categories":["ai"],"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":"mcp-openai","registry":"pypi","observedAt":"2026-11-03T14:24:04.544Z","publishedAt":"2024-12-25T19:21:21.614352Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-openai","url":"https://pypi.org/project/mcp-openai/","firstSeenAt":"2026-09-10T02:24:27.082Z","fetchedAt":"2026-11-03T14:23:02.833Z","normalizedAt":"2026-11-03T14:23:02.833Z"}]},"firstSeenAt":"2026-09-10T02:24:27.082Z","updatedAt":"2026-11-03T14:24:04.544Z"}