Charm

io.github.bitMacrocode/charm

OEM automotive repair data - part numbers, torque specs, procedures for 1982-2013 vehicles.

healthy

status

tools exposed

2543ms

connect latency

3e9b83fe3874

schema fingerprint

Tools (2)

charm_lookup

Look up verified OEM part numbers, torque specs, fluid capacities, and service procedures for vehicles 1982-2013. Returns structured data sourced directly from factory service manuals (not model-generated). Provide year+make+model when known for a precise, isolated answer. Args:

charm_list_makes

List all vehicle manufacturers covered by CHARM (1982-2013). Use to check coverage before a lookup.

Endpoint

https://mcp.chatwithcharm.com/mcp
Category: AI & LLM · Last checked: 2026-08-15T09:43:30Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.