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mSaeedS

JFrog MCP

by mSaeedS
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Python
Remote

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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

    A3.7/5.0

    Scored across 10 tools

    Disambiguation4/5

    Each tool targets a distinct operation: health check, capabilities, repository listing, path listing, item metadata, properties, stats, tree traversal, file search, and latest files. The only potential ambiguity is between get_item_info and get_item_properties, but the descriptions clarify that info is general metadata while properties are specific key-value pairs.

    Naming Consistency4/5

    Most tools follow a consistent get_/list_/find_ verb-noun pattern (e.g., get_item_properties, list_repositories, find_files). Minor deviations exist: jfrog_ping and jfrog_capabilities are verb/noun alone, and jfrog_latest_files uses an adjective instead of a verb, but the overall style is coherent and predictable.

    Tool Count5/5

    Ten tools is well within the ideal range for a focused MCP server. Each tool addresses a specific task within the artifact repository domain, and the count feels neither sparse nor overwhelming.

    Completeness4/5

    The toolset covers the read-only/query surface thoroughly: repository listing, path browsing, metadata, properties, statistics, tree traversal, file search, and recent files. It lacks write operations (create/update/delete), but the tools are clearly scoped to inspection and discovery, so the absence does not create dead ends for its apparent purpose.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources