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aigroup-paper-mcp

by jackdark425
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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 8 tools

    Disambiguation5/5

    All tools have clearly distinct purposes: advanced_search vs search_papers differ in syntax capabilities, smart_cache_search targets cache semantic search, and others are unique operations. No overlapping responsibilities.

    Naming Consistency5/5

    All tool names follow a consistent snake_case pattern with imperative verbs (fetch, list, manage, search) or compound nouns, no mixing of conventions.

    Tool Count5/5

    8 tools is appropriate for a paper MCP server, covering search, retrieval, cache management, and trend analysis without being too sparse or bloated.

    Completeness4/5

    Core functionalities like searching (basic, advanced, semantic), fetching, categories, and trends are covered. Minor gaps include lack of direct PDF retrieval or citation networking, but the surface is comprehensive for typical academic paper search.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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