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research-mcp-lab

by naka-himatubushi
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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

    A4.2/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool targets a clearly distinct operation: schema introspection, read-only SQL execution, full-text search, and data refresh. There is no meaningful overlap between any two tools.

    Naming Consistency5/5

    All tool names follow the same verb_noun snake_case pattern: get_schema, run_sql, search_text, refresh_data. The naming is perfectly consistent and predictable.

    Tool Count5/5

    Four tools is an appropriate scope for a research data exploration server. Each tool covers a necessary part of the workflow without redundancy.

    Completeness4/5

    The set covers schema discovery, SQL querying, full-text search, and live data refresh, which forms a complete research workflow. A minor gap is the lack of an explicit refresh status or provenance tool, but this can be worked around via queries.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources