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MCP OpenAI Server

by gto1seoul

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    • A
      license
      C
      quality
      D
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      Enables integration with OpenAI models through the MCP protocol, supporting concise and detailed responses for use with Claude Desktop.
      1
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    • A
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      Enables Claude Desktop to interact with Google's Gemini API, allowing users to query Gemini models directly or facilitate conversations between Claude and Gemini with conversation history management.
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    • F
      license
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      quality
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      Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.
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    • F
      license
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      quality
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      maintenance
      Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities including extended reasoning, collaborative development, code review, debugging, and large context analysis with conversation threading.
      11 npm
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    TDQS

    A3.5/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of ambiguity or overlap between tools. The tool's purpose is clearly defined and distinct by default.

    Naming Consistency5/5

    A single tool inherently has perfect naming consistency, as there are no other tools to compare it against. The name 'openai_chat' follows a clear verb_noun pattern.

    Tool Count2/5

    One tool is too few for a server named 'MCP OpenAI Server', which suggests broader OpenAI capabilities. A single chat tool feels thin and under-scoped for the implied domain, lacking operations like embeddings, image generation, or fine-tuning.

    Completeness2/5

    The tool surface is severely incomplete for an OpenAI server. It only covers chat completions, missing obvious gaps such as embeddings, vision, audio, file operations, and model management, which are core to OpenAI's API offerings.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues