{
 "voice": "One card of the book.",
 "agent": {
  "slug": "open-labor-project-auto-repair-data",
  "name": "Open Labor Project - Auto Repair Data",
  "specialty": null,
  "description": "Labor times, torque specs, fluid capacities, DTC codes and battery specs for vehicles 1955-present.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-10-31T23:07:40.701Z",
  "card": "/agent/open-labor-project-auto-repair-data",
  "url": "https://allagents.app/agent/open-labor-project-auto-repair-data",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://openlaborproject.com/api/mcp",
   "site": "https://openlaborproject.com/mcp/"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://openlaborproject.com/mcp/",
   "hire": null
  },
  "bubble": "closed",
  "score": 53,
  "score_label": "Fair",
  "mcp_tools": {
   "seen": "2026-11-01",
   "total": 6,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "find_vehicle",
     "description": "Look up vehicles by make (and optional model) to discover exact model/engine slugs used by the other tools. Start here when unsure of slugs."
    },
    {
     "name": "get_labor_times",
     "description": "Repair labor-time estimates (book hours) for a specific vehicle. 550+ jobs per vehicle; pass \"search\" to filter (e.g. \"water pump\")."
    },
    {
     "name": "get_torque_specs",
     "description": "Torque specifications (Nm / lb-ft) for fasteners on a specific vehicle, grouped by repair job. Pass \"search\" to filter (e.g. \"caliper\")."
    },
    {
     "name": "get_fluid_specs",
     "description": "Fluid types, capacities, and change intervals (oil, coolant, trans, brake, etc.) for a specific vehicle. Pass \"search\" for one system (e.g. \"coolant\")."
    },
    {
     "name": "lookup_dtc",
     "description": "Decode an OBD-II diagnostic trouble code (e.g. P0300): meaning, severity, category."
    },
    {
     "name": "get_battery_specs",
     "description": "OE battery data for a specific vehicle: BCI group, chemistry (AGM/EFB), CCA, dimensions, terminals, cross-reference part numbers."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://openlaborproject.com/api/mcp",
   "answers": true,
   "checked": "2026-11-01T05:58:32.532Z",
   "http": 405,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-01T06:41:29.380Z",
     "since": "2026-11-01T06:41:29.380Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-01T06:41:29.380Z",
    "since": "2026-11-01T06:41:29.380Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 405,
   "checked": "2026-11-01T05:58:32.532Z",
   "last_answer_at": "2026-11-01T05:58:32.532Z",
   "last_ms": 222,
   "checked_at": "2026-11-01T05:58:32.532Z"
  }
 }
}