vindex-mcp
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TDQS
Scored across 7 tools
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.
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.
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.
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.