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  1. Home
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  3. Legal Data Hunter
Legal Data Hunter logo
Health: ActiveRecent health check succeeded.Last checked 9/23/2026, 1:02:23 AM

Legal Data Hunter

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time — check back soon.
View Repository385 GitHub StarsTotal stargazers on GitHub for the source repository (385 stars).Visit Website

Search 18M+ legal documents worldwide — case law, legislation, and doctrine across 110+ countries.

Quick Install

Automated & IDE Setup

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

One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON ▾
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for legal-data-hunter, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Install Directory Badge Claim listing Alternatives⚖️ More in Legal

Documentation Overview

World Wide Law

Open-source collection scripts for open legal data from 110+ countries.

Every country publishes its laws, court decisions, and regulations online -- but in different formats, behind different APIs, with different access rules. World Wide Law is building the open infrastructure to collect, normalize, and make all of it searchable.

All sources in this repository are open data -- publicly available legal information from official government portals, APIs, and bulk download endpoints. We always prefer API and bulk access over web extraction.

Live Dashboard & API

  • Dashboard: legaldatahunter.com -- track coverage, explore sources, submit feedback
  • Search API: Available at legaldatahunter.com -- search across 16M+ indexed legal documents

What's Here

This repository contains 960+ collection scripts across 110+ countries that download and normalize open legal data from government portals worldwide. Each script follows a standard interface so that any developer can run, test, or improve it. Some sources are marked as blocked (CAPTCHA, IP restrictions, etc.) -- their scripts are included so developers can review and potentially contribute fixes.

Code
sources/
  FR/LegifranceCodes/     # French consolidated legal codes (API)
  DE/GesetzeImInternet/   # German federal laws (bulk XML)
  IT/NormattivaLegislation/ # Italian legislation (API)
  ES/BOE/                 # Spanish official gazette (API)
  ... (110+ countries)

Quick Start

bash
# Clone the repo
git clone https://github.com/worldwidelaw/legal-sources.git
cd legal-sources

# Install dependencies
pip install -r requirements.txt

# Check project status
python runner.py status

# Test a specific source
python runner.py sample FR/LegifranceCodes

# See what needs work
python runner.py next

How It Works

Per-Source Structure

Every source lives in sources/{COUNTRY_CODE}/{SourceName}/ and contains:

FilePurpose
bootstrap.pyCollection script -- implements fetch_all(), fetch_updates(), normalize()
config.yamlSource metadata, access method, rate limits, schema
sample/10+ sample documents for validation
README.mdDocumentation about the data source
.env.templateRequired API keys or credentials (if any)
retrieve.pyReference resolver (e.g., "article 1240 code civil" -> document)

Two Data Models

Legislation (mutable): Laws get amended. Same ID, new content. Strategy: upsert with version tracking.

Case law (immutable): Court decisions don't change after publication. Strategy: append-only with dedup.

Standard Output Schema

Every script normalizes documents to a common schema:

  • _id -- Unique identifier
  • _source -- Source identifier (e.g., FR/LegifranceCodes)
  • _type -- legislation or case_law
  • title -- Document title
  • text -- Full text content
  • date -- Publication or decision date
  • url -- Link to the original source

Architecture

Code
legal-sources/
  manifest.yaml          # Master inventory: all sources + status
  runner.py              # CLI: run, test, and manage collection scripts
  common/                # Shared libraries
    base_scraper.py        Base class all scripts inherit from
    http_client.py         HTTP client with retries + caching
    rate_limiter.py        Token bucket rate limiter
    storage.py             JSONL storage with deduplication
    validators.py          Schema validation
  templates/             # Templates for new sources
    scraper_template.py    Boilerplate for bootstrap.py
    config_template.yaml   Boilerplate for config.yaml
    retrieve_template.py   Boilerplate for retrieve.py
  sources/               # One directory per data source
    {CC}/{Source}/          (see per-source structure above)

Coverage

RegionCountriesSources
EU Member StatesAT, BE, BG, CY, CZ, DE, DK, EE, ES, FI, FR, GR, HR, HU, IE, IT, LT, LU, LV, MT, NL, PL, PT, RO, SE, SI, SK130+
EFTA / EEACH, NO, IS, LI10+
Council of EuropeUK, TR, UA, GE, AM, AZ, MD20+
Western BalkansRS, BA, ME, AL, MK, XK15+
Latin AmericaAR, BR, CL, CO, MX, PE25+
Asia-PacificAU, JP, KR, NZ, SG, TW, IN30+
Middle East & AfricaEG, MA, ZA, NG, KE, TN20+
OtherUS, CA, and more15+

Track live progress on the dashboard.

Contributing

We welcome contributions from developers, legal researchers, and especially governments who want their open legal data included.

Who can contribute?

You are...How you can help
DeveloperBuild or fix collection scripts, add retrieve scripts, improve tooling
Government official / jurisdiction leadTell us about your country's legal data portals — no coding needed
Lawyer / legal researcherValidate data quality, improve legal reference resolution, flag coverage gaps
AnyoneReport data quality issues, broken sources, or coverage gaps

Submit a data source (no coding required):

  • Open a "New Source" issue and tell us about your country's legal data portal

Fix or improve a collection script:

  • See CONTRIBUTING.md for the full guide

Report a problem:

  • Data quality issue -- missing or incorrect data
  • Bug report -- broken script

Good first issues: Browse label:good-first-issue for approachable starting points.

License

This project is licensed under the GNU Affero General Public License v3.0 (AGPL-3.0). You are free to use, modify, and distribute this software, provided that any modified versions made available over a network also make their source code available under the same license.

Commercial Licensing: If you wish to use this software without the AGPL-3.0 obligations (e.g., in a proprietary product or SaaS), commercial licenses are available. Contact zacharie@goodlegal.fr for details.

Read the full README →View source on GitHub →

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars
385
Stargazers on the source repository.
Last commit
1mo ago
Most recent push to the default branch.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Legal Data Hunter

We don't have a confirmed install command for legal-data-hunter yet, so we don't publish a generated one — a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/worldwidelaw/legal-sources) for the current steps.

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Technical Specs & Signals

Category⚖️Legal
More technical detailsExpand ▾
Last updatedAug 3, 2026
8/9 checks healthy over the last 45d
Views0
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 stars385
GitHub Star CountTotal stargazers on GitHub representing community popularity (385 stars).
Last commit1mo ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 3, 2026
37Quality signal: Fair · 37/100How this signal is calculated ▾
Server availabilityNot measured

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

Verified ownership10/20
Documentation & tools11/30
Adoption & activity7/15
Community engagement0/10

A guidance signal from public completeness & health data — 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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