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mcp-server-openai-bridge

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Bridge to OpenAI API. Access GPT, GPT-o and other OpenAI models through MCP.

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⌁ labsco summary — our analysis, not the vendor's

What it is — An MCP server that bridges MCP clients (Claude Desktop, etc.) to the OpenAI API so you can reach GPT models from within your agent.

What you get —

  • Connect an MCP client to OpenAI — e.g. "ask GPT-4 to draft a second opinion on this code"
  • Support for GPT-4, GPT-3.5 and other OpenAI models
  • Streaming responses
  • Simple config, pip- or Docker-installable

Requirements — an OpenAI account; set OPENAI_API_KEY (required).

Cost snapshot — The bridge itself is free and MIT-licensed, but it fronts a paid API — all model usage is billed by OpenAI per your API plan.

Setup effort — pip install mcp-server-openai-bridge (or docker build/run), then add the key to your Claude Desktop config.

Our take — Fine if you specifically want cross-model access to OpenAI from Claude. Caveat: the README is thin on actual tool/feature detail and notes only PyPI/GitHub as "official" channels — it's a minimal, single-star bridge from a niche ecosystem.

Source: the project README — summarized 2026-07-08.