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decimalai-mcp

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by decimal-labs
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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

    A4.2/5.0

    Scored across 3 tools

    Disambiguation4/5

    search_skills and get_leaderboard both return ranked skill lists and accept category/sort filters, so an agent could initially confuse them; however, search_skills is query-driven and get_leaderboard is browse-oriented, and get_skill is clearly a detail lookup.

    Naming Consistency5/5

    All tool names use the consistent verb_noun snake_case pattern (search_skills, get_skill, get_leaderboard), with clear and predictable prefixes.

    Tool Count5/5

    Three tools is a well-scoped size for a read-only registry client: search, detail retrieval, and leaderboard browsing. There are no redundant extras or missing essential operations.

    Completeness5/5

    The surface covers the full read-only discovery lifecycle: find skills via search or leaderboard, then fetch full skill records. There are no obvious dead ends for the stated registry purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources