Data source: Curated dataset (EPA, manufacturer specs)
https://context.gnist.ai/mcp/vehicle-specs/
AuthenticationAll requests require a Gnist-API-Key header (or api_key query parameter).
Free tier: 100 calls/day. Get your API key.
Tools (7)
get_vehiclesearch_vehicleslist_vehicles_by_makelist_vehicles_by_body_styleget_vehicle_makesget_vehicle_body_stylesreport_feedback
get_vehicleGet detailed specifications for a vehicle.
Returns make, model, year, engine, horsepower, MPG, drivetrain, transmission, and MSRP.
| Parameter | Type | Required | Description |
|---|---|---|---|
vehicle_id | string | required | Vehicle ID slug (e.g. toyota-camry-2024, ford-f150-2024). |
{
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "get_vehicle",
"arguments": {
"vehicle_id": "example"
}
}
}search_vehiclesSearch the vehicle specifications database.
| Parameter | Type | Required | Description |
|---|---|---|---|
query | string | required | Search by make, model, or engine. |
limit | integer | optional | (default: 20) |
{
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "search_vehicles",
"arguments": {
"query": "example"
}
}
}list_vehicles_by_makeList vehicles by manufacturer.
| Parameter | Type | Required | Description |
|---|---|---|---|
make | string | required | Manufacturer name (e.g. Toyota, Ford, BMW). |
limit | integer | optional | (default: 50) |
{
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "list_vehicles_by_make",
"arguments": {
"make": "example"
}
}
}list_vehicles_by_body_styleList vehicles by body style.
| Parameter | Type | Required | Description |
|---|---|---|---|
body_style | string | required | Body style (e.g. Sedan, SUV, Truck, Coupe). |
limit | integer | optional | (default: 50) |
{
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "list_vehicles_by_body_style",
"arguments": {
"body_style": "example"
}
}
}get_vehicle_makesList all vehicle makes in the database.
{
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "get_vehicle_makes",
"arguments": {}
}
}get_vehicle_body_stylesList all body styles in the database.
{
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "get_vehicle_body_styles",
"arguments": {}
}
}report_feedbackReport a bug, feature request, or general feedback for this data source.
Use this when something doesn't work as expected, when you'd like
a new feature, or when you have suggestions for improvement.
Args:
feedback: Describe the issue or suggestion.
feedback_type: One of 'bug', 'feature_request', or 'general'.
| Parameter | Type | Required | Description |
|---|---|---|---|
feedback | string | required | |
feedback_type | string | optional | (default: "general") |
{
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "report_feedback",
"arguments": {
"feedback": "example"
}
}
}Quick Start
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"}}}'
import httpx
resp = httpx.post(
"https://context.gnist.ai/mcp/vehicle-specs/",
headers={"Gnist-API-Key": "YOUR_API_KEY", "Content-Type": "application/json"},
json={
"jsonrpc": "2.0",
"method": "tools/call",
"id": 1,
"params": {
"name": "get_vehicle",
"arguments": {
"vehicle_id": "example"
}
}
},
)
print(resp.json())