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automotive-mcp-server

Server Details

Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.

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Status
Unhealthy
Uptime
68.7% over 62 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A3.5/5.0

Scored across 2 tools

Disambiguation4/5

The two tools are clearly distinct: car_market_analysis provides aggregated market price ranges, while search_cars returns specific vehicle listings. There is minor overlap in the domain (both involve car prices), but their purposes are easy to differentiate.

Naming Consistency3/5

search_cars follows a verb_noun pattern, while car_market_analysis is a noun phrase, so the naming convention is not fully consistent. However, both use snake_case and are readable, so the inconsistency is minor given the small tool count.

Tool Count3/5

With only 2 tools, the server feels under-scoped for an 'automotive' MCP. The tools cover two core functions, but the count is thin and could benefit from additional capabilities like vehicle details or comparisons.

Completeness3/5

The server covers market analysis and listing search, which are two key aspects of the automotive domain. However, it lacks common operations like retrieving specific vehicle details, comparing models, or accessing historical trends, leaving notable gaps.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedcar_market_analysis
    • First observedsearch_cars

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