A
licenseA
qualityC
maintenanceProvides vehicle wheel and tyre fitment data for 10,000+ makes, models, and trim levels through 32 read-only tools, enabling searches by vehicle, rim, or tire specifications.
Last updated
32
64
MIT
charm
Server Details
OEM automotive repair data - part numbers, torque specs, procedures for 1982-2013 vehicles.
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- bitMacrocode/charm-mcp
- GitHub Stars
- 0
- Server Listing
- CHARM
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Tool Definition Quality
A4.4/5.0
Tool DescriptionsA
Average 4.5/5 across 2 of 2 tools scored.
Server CoherenceA
Disambiguation5/5
The two tools have completely distinct purposes: one lists available manufacturers, the other performs lookups. There is no ambiguity or overlap.
Naming Consistency4/5
Both tools share the 'charm_' prefix, but 'charm_list_makes' follows a verb_noun pattern while 'charm_lookup' is a single verb. This minor inconsistency is acceptable.
Tool Count4/5
With only 2 tools, the server is minimal but covers the essential workflow: checking coverage and querying data. A slightly larger set could be justified, but this is reasonable.
Completeness4/5
The set covers listing all makes and performing lookups with various parameters. No critical gaps are apparent for the intended domain of vehicle specifications.
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