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colab-mcp

by s00hyuk
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Python
Remote

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    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

    A3.8/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of confusion or misselection. The tool's purpose is clearly stated and no other tools exist to overlap with it.

    Naming Consistency5/5

    The single tool name follows a clear verb_noun pattern (open + colab_browser_connection). There are no other tools to introduce naming inconsistencies, so the naming is internally consistent.

    Tool Count2/5

    A single tool is too few for a server named colab-mcp, especially since the tool description mentions unlocking notebook editing tools that are not actually exposed. The count is at the lower boundary of what could be acceptable for a narrowly scoped connection tool, but it feels too thin for the apparent domain.

    Completeness1/5

    The tool surface is severely incomplete: it offers only an initial connection step while the description claims to unlock notebook editing tools that are absent. There are no tools for creating, editing, or executing notebooks, leaving agents with a dead end after establishing the connection.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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