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jcislo

vindex-mcp

by jcislo
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TypeScript
Remote

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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

    A4.6/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool serves a clearly distinct purpose: health, pricing, sample, decode, recalls, costs, and known issues. There is no overlap in primary functionality, and even the bundled data in get_known_issues does not conflict with the dedicated tools.

    Naming Consistency5/5

    Tool names follow a consistent verb_noun snake_case pattern. Most use the get_ prefix, and decode_vin uses a different verb but still follows the same grammatical structure, making the set predictable and easy to navigate.

    Tool Count5/5

    With 7 tools, the server is well-scoped for a VIN data API: 3 free discovery tools and 4 paid data endpoints. Each tool earns its place and the count is within the ideal 3-15 range.

    Completeness5/5

    The tool surface covers the full lifecycle of the VIN data domain: discovery (pricing, sample, health), core decoding, recalls, purchase costs, and known issues. No obvious gaps exist, as the sample tool explicitly enumerates the four paid endpoint shapes, all of which are implemented.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources