Automotive

Data source: Curated dataset (EPA, manufacturer specs)

MCP MCP Protocol

Endpoint https://context.gnist.ai/mcp/vehicle-specs/

nobloat — strip report_feedback tool URL-based auth (for clients without header support)

claude_desktop_config.json

{
  "mcpServers": {
    "gnist-vehicle-specs": {
      "url": "https://context.gnist.ai/mcp/vehicle-specs/",
      "headers": {
        "Gnist-API-Key": "YOUR_API_KEY"
      }
    }
  }
}

Shell

curl -X POST "https://context.gnist.ai/mcp/vehicle-specs/" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -H "Gnist-API-Key: YOUR_API_KEY" \
  -d '{"jsonrpc": "2.0", "method": "tools/call", "id": 1, "params": {"name": "get_vehicle", "arguments": {"vehicle_id": "example"}}}'

API REST API

API Root https://context.gnist.ai/rest/vehicle-specs/

7 endpoints available:

GET /rest/vehicle-specs/get_vehicle
GET /rest/vehicle-specs/search_vehicles
GET /rest/vehicle-specs/list_vehicles_by_make
GET /rest/vehicle-specs/list_vehicles_by_body_style
GET /rest/vehicle-specs/get_vehicle_makes
GET /rest/vehicle-specs/get_vehicle_body_styles
GET /rest/vehicle-specs/report_feedback

Shell

curl "https://context.gnist.ai/rest/vehicle-specs/get_vehicle?vehicle_id=example" \
  -H "Gnist-API-Key: YOUR_API_KEY"

Python

import httpx

resp = httpx.get(
    "https://context.gnist.ai/rest/vehicle-specs/get_vehicle",
    headers={"Gnist-API-Key": "YOUR_API_KEY"},
    params={
        "vehicle_id": "example"
},
)
print(resp.json())

OpenAPI Spec · Full API Docs