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GPT Research MCP Server

by testusuke
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Python
Remote

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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

    C2.9/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of ambiguity or overlap between tools. The single tool 'research' has a clearly defined purpose, so an agent cannot misselect between non-existent alternatives.

    Naming Consistency5/5

    A single tool inherently exhibits perfect naming consistency, as there are no other tools to compare it against for patterns or conventions. The name 'research' is straightforward and follows a simple verb-based naming style.

    Tool Count2/5

    One tool is too few for a server named 'GPT Research MCP Server', which suggests a research-oriented domain that typically requires multiple operations (e.g., search, summarize, cite, query). A single tool feels thin and under-scoped for such a purpose, limiting functionality.

    Completeness2/5

    The tool surface is severely incomplete for a research server. While 'research' covers general inquiry, there are obvious gaps such as specialized search, result filtering, citation management, or data analysis tools that would be expected in this domain, likely causing agent failures in complex tasks.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources