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Gemini MCP Server

by salviz
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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

    A3.6/5.0

    Scored across 23 tools

    Disambiguation4/5

    Most tools have distinct purposes, but there is some overlap among chat variants (e.g., gemini_chat, gemini_chat_multi, gemini_chat_with_tools) and analysis tools (e.g., analyze_pdf vs. summarize). Descriptions help, but an agent might occasionally select the wrong tool.

    Naming Consistency5/5

    All tools follow the consistent pattern 'gemini_verb_noun' (e.g., gemini_analyze_audio, gemini_list_files). The naming is uniform and predictable, making it easy for an agent to infer tool purposes.

    Tool Count4/5

    23 tools cover a broad range of capabilities. While the count is slightly high, each tool serves a distinct function within the Gemini ecosystem. A few similarities exist, but overall the scope is justified.

    Completeness5/5

    The tool set covers all major Gemini features: multimodal analysis, chat variants, file management, embeddings, code execution, search, structured output, and more. There are no obvious gaps for typical use cases.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources