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  3. Cars Data.com โ€” Car Specs API
Cars Data.com โ€” Car Specs API logo
Health: ActiveRecent health check succeeded.Last checked 9/21/2026, 9:31:25 PM

Cars Data.com โ€” Car Specs API

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automotivevehicle-dataremote-mcpmultilingualcomparison

A free, unauthenticated remote MCP server over a 102,191-vehicle-variant, 19-language car-specs database, with search, full specs, side-by-side comparison, and image lookup tools.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON โ–พ

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "cars-data-com-car-specs-api": {
      "url": "https://api.cars-data.com/v1"
    }
  }
}

๐Ÿ’ก Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing Alternatives๐Ÿ’ป More in Developer Tools

Overview

This server exposes cars-data.com's multilingual vehicle-specifications database โ€” 102,191 variants across 1,300+ models and 5,299 generations, with 180 spec types across 19 categories in 19 languages including Arabic (RTL) โ€” as MCP tools. It's unauthenticated for discovery (rate-limited per IP, no signup required) and covers free-text search, full localized specs for one variant, side-by-side comparison of 2-4 variants, generation/facelift listings, structured filtering, and image URLs.

Use cases

โ€ขSearch across 102,191 vehicle variants by free text
โ€ขGet full localized specs for one specific vehicle variant
โ€ขCompare 2-4 vehicle variants side by side
โ€ขFilter vehicles by fuel type, body style, drivetrain, price, or year

Key features

โ€ข102,191 vehicle variants, 1,300+ models, 5,299 generations
โ€ข180 spec types across 19 categories, in 19 languages including Arabic (RTL)
โ€ขUnauthenticated discovery with per-IP rate limiting, no signup required
โ€ขSide-by-side variant comparison and structured filtering
โ€ขAlso distributed as a pay-per-event Apify Actor

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Cars Data.com โ€” Car Specs API.

Extracted Tool Capabilities
102,191 vehicle variants, 1,300+ models, 5,299 generations
180 spec types across 19 categories, in 19 languages including Arabic (RTL)
Unauthenticated discovery with per-IP rate limiting, no signup required
Side-by-side variant comparison and structured filtering
Also distributed as a pay-per-event Apify Actor

Documentation Overview

cars-data.com โ€” Car Specs API + MCP server

REST API and remote MCP server over cars-data.com's multilingual vehicle-specs database: 102,191 vehicle variants, 1,300+ models, 5,299 generations, 180 spec types across 19 categories, in 19 languages (including Arabic, RTL).

  • REST API: https://api.cars-data.com/v1
  • MCP server (streamable HTTP): https://api.cars-data.com/mcp
  • OpenAPI spec: openapi.yaml
  • Also distributed as an Apify Actor (pay-per-event, no API key needed)

MCP server

Connect directly from Claude, ChatGPT connectors, Cursor, or Windsurf:

config.json
{
  "mcpServers": {
    "cars-data": {
      "type": "http",
      "url": "https://api.cars-data.com/mcp"
    }
  }
}

Tools exposed:

ToolWhat it does
search_carsFree-text search across 102,191 variants, 116 brands, 19 languages
get_specsFull localized specs for one variant โ€” 180 spec types across 19 categories (safety, comfort/interior, engine & fuel, performance, EV/hybrid, chassis, exterior, dimensions & weights, WLTP/NEDC consumption, and more), with a confidence score and last_synced_at freshness timestamp
compare_variantsSide-by-side localized specs for 2-4 variants
list_generationsGenerations/facelifts of a model, with production years
filter_carsStructured filter: fuel, body, drive, power/price range, year, EV-only
get_imagesImage URLs (own CDN) for a vehicle variant

The MCP server is unauthenticated for discovery (rate-limited per IP). No signup required to try it.

REST API

Base URL: https://api.cars-data.com/v1. Full reference in openapi.yaml.

Terminal
curl https://api.cars-data.com/v1/variants/42164/specs?locale=de \
  -H "X-Api-Key: cd_free_..."
EndpointDescription
GET /brands, /brands/{slug}, /brands/{slug}/modelsCatalog: brands and models
GET /models/{id}/generationsGenerations for a model
GET /generations/{id}/variantsVariants for a generation
GET /variants, /variants/{id}Filterable variant listing / single variant
GET /variants/{id}/specs?locale=Full localized specs (180 types, 19 languages)
GET /variants/{id}/imagesImage URLs
GET /variants/{id}/pricesPrice snapshot (single point-in-time, not a history)
GET /search?q=Free-text search
GET /compare?ids=Side-by-side specs for 2-4 variants
GET /specs/catalogThe full spec-type catalog (categories + counts)
GET /usageSelf-check current quota usage for your key

Get a free API key

Terminal
curl -X POST https://api.cars-data.com/v1/keys \
  -H "Content-Type: application/json" \
  -d '{"email": "you@example.com", "accept_tos": true}'

Free tier: 1,000 requests/month, 20 req/min.

Pricing

  • Free โ€” 1,000 req/month, instant self-serve key, no payment.
  • Apify โ€” pay-per-event, billed through the Apify Store listing, no API key needed.
  • x402 โ€” per-call USDC payment on Base for agents that want to pay without an account (not yet live โ€” see the project roadmap).

There is no subscription/Stripe tier โ€” Free and Apify (and, later, x402) are the only paid paths.

Data & attribution

Data comes from cars-data.com's multilingual vehicle-specs database. See cars-data.com/api/terms for the API Terms of Service (attribution required on Free tier; no bulk extraction / resale).

License

The API and its documentation in this repository are provided as-is. Access to the underlying dataset is governed by the API Terms of Service, not an open-source license โ€” this repo documents and hosts the server implementation, not a redistributable dataset.

Read the full README โ†’View source on GitHub โ†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks โ€” not a rating.

Last commit
4d ago
Most recent push to the default branch.
Directory activity
2 views
Config copies, upvotes, and views on AllMCPs.

Reviews

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Frequently Asked Questions about Cars Data.com โ€” Car Specs API

No โ€” the MCP server is unauthenticated for discovery, just rate-limited per IP; the REST API needs an API key for full access.

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Technical Specs & Signals

Category๐Ÿ’ปDeveloper Tools
PricingFreemium
More technical detailsExpand โ–พ
TransportSSE (Remote)
AuthNo auth required
ClientsClaude Desktop, Cursor, Windsurf
Last updatedSep 20, 2026
12/12 checks healthy over the last 42d
Views2
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars0
GitHub Star CountTotal stargazers on GitHub representing community popularity (0 stars).
Last commit4d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Sep 20, 2026
41Quality signal: Fair ยท 41/100How this signal is calculated โ–พ
Server availabilityNot measured

Not scored for repo-hosted servers โ€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools17/30
Adoption & activity4/15
Community engagement0/10

A guidance signal from public completeness & health data โ€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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More in ๐Ÿ’ป Developer Tools โ†’Best MCP servers for Developers โ†’Alternatives to Cars Data.com โ€” Car Specs API โ†’Install in Claude DesktopInstall in CursorInstall in VS CodeSetup guides for all 13 MCP clients