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yevhen-kalyna

autoria-mcp

by yevhen-kalyna
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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

    A3.9/5.0

    Scored across 30 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, but there is some overlap among the many list_ tools (e.g., list_body_styles vs list_all_body_styles) and between list_options variants. Descriptions help clarify the differences, so an agent can generally select the correct tool.

    Naming Consistency4/5

    The naming pattern is mostly consistent with underscore-separated verbs (list_, lookup_, get_, search_). Minor exceptions like 'raw_search' (prefix instead of verb) and 'list_bodies_by_generation' (plural vs singular) are deviations, but they do not cause confusion.

    Tool Count3/5

    30 tools is on the high side, but the domain (used car search and reference data) is broad. Some consolidation of the many list_ tools could be considered, but each tool serves a specific API endpoint and the count is justified for full coverage.

    Completeness5/5

    The tool surface covers all major workflows: browsing reference data (brands, models, regions, etc.), searching listings, getting details, batch operations, average price analysis, and VIN decoding. There are no obvious gaps for a read-only car search assistant.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources