# Car Image API catalog

> Free vehicle lookups, image options, pricing and stored car image previews. No account needed.

- name: dev.carimage/catalog
- version: 1.38.2
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 92/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/dev.carimage%2Fcatalog
- tools: https://api.protogrid.dev/v1/servers/dev.carimage%2Fcatalog/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "catalog": {
      "type": "http",
      "url": "https://carimage.dev/api/mcp/catalog"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-9d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 92/100 (strong)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 7 of 7 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,939 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump
- pass `tools.hidden_text`: no hidden text in tool names, descriptions, schemas or annotations

### stability: 83 (weight 15)

- warn `stability.changes`: 14 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name
- pass `stability.new_links`: no tool change named a new site

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 7, about 1,939 tokens to load them all
- tool set hash: c49152e3c8861ab6609422a8b45c628d
- tools last changed: 2026-11-13T19:10:11.872Z
- badge: [![protogrid quality](https://protogrid.dev/badge/dev.carimage/catalog.svg)](https://protogrid.dev/servers/dev.carimage/catalog)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-11-13 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,347 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,349 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-13 `resolve_vehicle` changed (inputSchema)
- 2026-11-12 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,346 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,347 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-12 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,345 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,346 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-11 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,344 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,345 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-11 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,342 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,344 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-10 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,340 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,342 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-10 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,336 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,340 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-09 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,335 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,336 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
- 2026-11-08 `search_vehicles` changed (description)
  - before: Free. Browse the open vehicle catalog (1,608 makes, 42,334 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.
  - after: Free. Browse the open vehicle catalog (1,608 makes, 42,335 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.

Full history: https://api.protogrid.dev/v1/servers/dev.carimage%2Fcatalog/changes

## Remotes

- https://carimage.dev/api/mcp/catalog (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (7)

- `describe_api`: Free. Return a compact reference of the Car Image REST API (methods, paths, parameters, credit costs, response headers, error codes, agent notes) for writing code that calls the API directly, with SDK (`@meterapp/car-image-sdk`) and CLI (`npx @meterapp/car-image`) equivalents. Optional endpoint filter.
- `get_pricing`: Free, no account needed. The pricing document: every plan's monthly and yearly price, its vehicle images a month (a vehicle image is one vehicle in one color from one angle, delivered as often as needed), included credits (for 3D models, make logos and upgrades; credits are not sold), limits per tier and features, the one-time Image Packs (add_ons), the free tier and live 3D model cost. There is no overage. Every plan and pack has a checkout_url that works before signup (sign-in, then Stripe Checkout; nothing is charged until the human pays): hand it to the human with the price. Use before explaining costs or choosing a plan.
- `list_image_options`: Free. List the supported camera views (with yaw angles and aliases), the fifteen preset colors with hex swatches (any other paint is a hex color), size presets, output formats, current pricing and catalog coverage. Use it when you need to validate or explain what can be requested.
- `preview_car_image`: Free, no account needed. The picture of a catalog vehicle that its public page on carimage.dev already shows, when one is stored: a 600 px WebP with ready-to-paste markdown, the view and paint it is in, and every stored view and paint. Never renders: another view, paint or size, or a vehicle with nothing stored, is an image from the account server (create_car_image_urls, 1 credit). Pass the vehicle id from resolve_vehicle or search_vehicles, plus the view and color the human asked for. Say it is a preview, and name its view and color when they differ from the request.
- `resolve_vehicle`: Free. The first call for any picture of a car, including one you chose yourself: turn a request such as "red 2018 Mazda MX-5 Miata side view" into the catalog vehicle and exact get_car_image parameters (vehicle_id, make, model, year, view, color), plus alternative candidates and a confidence of high, medium or low. A make and model are read by the rules the image tools read them with, so this names the vehicle they would render. Pass params.vehicle_id as vehicle to get_car_image, create_car_image_urls or create_3d_model. Ask the human to choose when confidence is low or several candidates fit, and tell them when params.year is not the year they asked for (extracted.year).
- `search_help`: Free. Find source-linked answers about pricing, terms, licensing, manufacturer rights, policies, Enterprise, delivery and account support. Suitable for drafting replies to customer questions. Submit one question at a time without personal information or full emails; queries are recorded privately to improve articles. Cite sources, do not invent missing answers or contract exceptions, and escalate unanswered parts to support.
- `search_vehicles`: Free. Browse the open vehicle catalog (1,608 makes, 42,349 models, 1990-2027) by make and/or model with typo tolerance. Returns canonical make/model names, the years each model exists and match kind; a model hit carries a stable vehicle id per year (ids, and id when the query names one year) to pass as `vehicle` to the image and 3D tools. Use it to list a make's models, to see which years exist or to let the human choose between similar models; when you already know which car is wanted, resolve_vehicle is the one call that names it.