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xinyousuozhi

Academic MCP

by xinyousuozhi
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Python
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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

    B3.3/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with no ambiguity: get_paper_detail retrieves detailed metadata for a specific paper, list_providers shows available academic databases, and search performs cross-database searches. There is no overlap in functionality that would cause misselection.

    Naming Consistency5/5

    All three tools follow a consistent verb_noun pattern (get_paper_detail, list_providers, search). While 'search' is a single verb without an explicit noun, it fits naturally as a search action in this context and maintains readability with the other tools.

    Tool Count3/5

    With only 3 tools, the set feels thin for an academic research server. While the tools cover basic operations (search, detail retrieval, provider listing), more comprehensive functionality like citation analysis, paper recommendations, or database-specific operations would enhance the scope. It's borderline but functional for minimal use.

    Completeness3/5

    The tool surface covers core search and retrieval workflows but has notable gaps. There is no way to save papers, manage collections, track citations over time, or access full-text content. Agents can work around this by using the provided tools, but advanced academic tasks will be limited.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources