openvehicle-data
Planned integration with Wikidata to enrich vehicle brand and model data with an independent source of information.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@openvehicle-dataShow me the engine specs for a 2025 Fiat Panda"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
openvehicle-data
Open, verified data on vehicle brands, models and technical specifications. Distributed as a versioned dataset, a read-only REST API and an MCP server, so apps, AI agents and fleet-management tools can use it. Italy first, then EU and beyond.
Status
Early development. No dataset release has been published yet. Version 0.1 targets passenger cars (EU category M1) sold in Italy, built only from sources with clear open licenses. Implemented so far: the EEA CO2 monitoring data importer (about 12,700 variants for Italy, 2025 provisional). Wikidata enrichment and an RDW cross-check are planned.
Known limits of v0.1: no trims or equipment, no wheelbase or track width
(empty in the Italian EEA data), names as reported by the EEA (upper case, some
duplicates such as FIAT PANDA next to PANDA), and only the years seen in the
data (registration years, not production years).
Related MCP server: ECRVSP Processos: Imprimir CRLV-e
Quick start
python -m venv .venv && .venv/Scripts/pip install -e ".[dev]" # Linux/macOS: .venv/bin/pip
# build the dataset (downloads from the EEA, validates, exports to ./dist)
python -m pipeline.build --table co2cars_2025Pv31 --year 2025 --version 0.1.0 --out dist
# serve the REST API (docs at /docs) and the MCP server (at /mcp)
OVD_DB=dist/openvehicle-data.db uvicorn --factory service.app:create_app
# tests, with the required 100% coverage
coverage run -m pytest tests/ -q && coverage reportThe export folder holds a SQLite copy, one CSV per table, dataset.json,
manifest.json (with SHA-256 of every file) and a changelog against the
previous release (--prev <folder>).
Principles
Every field records its source, license,
last_verifieddate and verification status (single source vs. confirmed by two independent sources).Cars only in v0.1 (category M1). Vans, trucks and motorcycles are out of scope for now.
No personal data, no plate or VIN lookups, no prices.
Layout
core/: shared models and storagepipeline/: batch import, validation, verification and exportservice/: read-only API and MCP server
Licenses
Code: Apache-2.0 (
LICENSE)Data: CC BY 4.0 (
LICENSE-DATA); sources and attributions inNOTICE
Privacy
The public API and MCP server use no accounts, cookies or analytics. See PRIVACY.md.
Disclaimer
The data is provided "as is", without warranty of any kind. Verify it before any safety-critical use. This project is not affiliated with any vehicle manufacturer; brand and model names are trademarks of their respective owners.
This server cannot be deployed
Maintenance
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