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Gemini MCP Server

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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

    A4.1/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a distinct capability: multimodal query, content analysis, codebase analysis, brainstorming, and web search. No two tools have overlapping purposes, and descriptions are clear about their unique inputs and outputs.

    Naming Consistency4/5

    All tools share the consistent 'gemini_' prefix and use descriptive action words (query, analyze, brainstorm, search). However, 'gemini_multimodal_query' phrases the action as a noun-verb combination, while others are more straightforward verb-object patterns, so there is a minor deviation.

    Tool Count5/5

    With only 5 tools, the server is well-scoped and avoids unnecessary bloat. Each tool covers a distinct major feature of the Gemini API, making the set easy to navigate and understand.

    Completeness4/5

    The tool surface covers the primary Gemini capabilities: multimodal understanding, content analysis, codebase analysis, ideation, and web search. A pure text generation tool is missing, but the existing tools can handle summarization, explanation, and brainstorming, so there are no critical dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources