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chatgpt-web-mcp

by Goudu666
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.4/5.0

    Scored across 27 tools

    Disambiguation2/5

    Several tools overlap significantly: chatgpt_status and chatgpt_capabilities both report current mode/model/thinking state, and composite tools like chatgpt_send_message overlap with chatgpt_write_prompt, chatgpt_submit_prompt, and chatgpt_new_chat. An agent must carefully parse descriptions to pick the right tool, and misselection is likely.

    Naming Consistency3/5

    Most tools follow a chatgpt_<verb>_<noun> pattern (list_models, select_model, submit_prompt), but several use noun-only or noun+noun forms (chatgpt_status, chatgpt_capabilities, chatgpt_browser_lifecycle). The overall snake_case prefix is consistent, but the mixed verb/noun styles create a noticeable deviation.

    Tool Count2/5

    With 27 tools, the server exceeds the 25-tool threshold for 'too many'. Many status and configuration tools could be consolidated into fewer, more comprehensive operations without losing functionality, making the surface feel heavier than necessary.

    Completeness4/5

    The tool set covers the full ChatGPT web workflow: listing and selecting modes/models/thinking/tier, composing and sending messages, uploading files, managing history, and browser lifecycle. Minor gaps like editing or deleting conversations exist, but they are not critical for core usage and can be worked around.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources