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academic-mcp

by dopawei
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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

    A3.5/5.0

    Scored across 21 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes. The main overlap is between search_literature and individual source searches (search_cnki, search_wos, search_deepxiv), but search_literature is described as a unified search across sources, reducing ambiguity. All other tools target specific resources or operations.

    Naming Consistency4/5

    Tool names follow a consistent verb_noun pattern (check_, login_, search_, get_, export_, etc.) with snake_case. Minor inconsistency: check_academic_sources differs from the check_*_status pattern, but overall naming is predictable and clear.

    Tool Count5/5

    21 tools is appropriate for a multi-source academic literature server. Each tool serves a distinct function, covering search, retrieval, status checks, login, export, and local collection management without being excessive.

    Completeness4/5

    The tool set covers the main workflows for CNKI, WoS, and DeepXiv: search, detail retrieval, status, login, and export. Local collection management is present (save, list, get) but lacks explicit update/delete tools. Download is limited to CNKI. Minor gaps exist but do not severely hinder agent operation.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources