data.gouv.fr MCP — Сценарии использования, Установка & Живое демо

Name: data.gouv.fr MCP Server
Author: datagouv

Зачем использовать

Ключевые функции

Full-text search across tens of thousands of public datasets
Metadata (license, publisher, update frequency, tags) for each dataset
Resource URLs (CSV/JSON/XLSX) for direct download
No API key — entirely public data
Coverage: demographics, transport, environment, health, elections, INSEE etc.

Живое демо

Как выглядит на практике

datagouv.replay ▶ готово

0/0

Установка

Выберите клиент

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "datagouv": {
      "command": "uvx",
      "args": [
        "datagouv-mcp"
      ]
    }
  }
}

Откройте Claude Desktop → Settings → Developer → Edit Config. Перезапустите после сохранения.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "datagouv": {
      "command": "uvx",
      "args": [
        "datagouv-mcp"
      ]
    }
  }
}

Cursor использует ту же схему mcpServers, что и Claude Desktop. Конфиг проекта приоритетнее глобального.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "datagouv": {
      "command": "uvx",
      "args": [
        "datagouv-mcp"
      ]
    }
  }
}

Щёлкните значок MCP Servers на боковой панели Cline, затем "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "datagouv": {
      "command": "uvx",
      "args": [
        "datagouv-mcp"
      ]
    }
  }
}

Тот же формат, что и Claude Desktop. Перезапустите Windsurf для применения.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "datagouv",
      "command": "uvx",
      "args": [
        "datagouv-mcp"
      ]
    }
  ]
}

Continue использует массив объектов серверов, а не map.

~/.config/zed/settings.json

{
  "context_servers": {
    "datagouv": {
      "command": {
        "path": "uvx",
        "args": [
          "datagouv-mcp"
        ]
      }
    }
  }
}

Добавьте в context_servers. Zed перезагружается автоматически.

claude mcp add datagouv -- uvx datagouv-mcp

Однострочная команда. Проверить: claude mcp list. Удалить: claude mcp remove.

Сценарии использования

Реальные сценарии: data.gouv.fr

Find a French public dataset by topic

👤 Journalists, researchers, civic-tech devs ⏱ ~10 min beginner

Когда использовать: You need 'unemployment by département, monthly' or similar and don't know where it lives.

Поток

Search by keywords

Search data.gouv.fr for 'chômage département mensuel'. Return top 10 datasets with title, publisher, last update.✓ Скопировано

→ Relevant dataset list
Inspect the most promising

For the top 3, fetch full metadata: license, update frequency, resources, description. Which is the most current + official?✓ Скопировано

→ Comparison summary
Get download URLs

Return the CSV resource URL(s) for the chosen dataset. I'll download it separately.✓ Скопировано

→ Direct download URL(s)

Итог: A shortlist of authoritative datasets with direct download links.

Подводные камни

Datasets sometimes have broken resource URLs — Check the 'last_modified' metadata; older + unmaintained = more likely broken. Prefer INSEE-published if available.

Сочетать с: filesystem

Catalog all datasets published by a specific ministry or agency

👤 Researchers mapping data availability ⏱ ~15 min intermediate

Когда использовать: You want to know everything INSEE or Ministère de la Transition écologique publishes.

Поток

Look up the organization

Find the data.gouv organization page for 'INSEE'. Return its slug.✓ Скопировано

→ Canonical org id
List all datasets

List every dataset published by that org. Page through all results. Return title, id, last update, resource count.✓ Скопировано

→ Full catalog
Categorize

Group by theme (population, economy, territory, etc.). Count datasets per theme.✓ Скопировано

→ Thematic histogram

Итог: A structured inventory of a French public org's open data.

Подводные камни

Large orgs have 1000+ datasets — pagination matters — Always page through all results; don't trust the first page as complete

Сочетать с: filesystem

Watch for newly published or updated datasets on a topic

👤 Civic tech / policy analysts ⏱ ~15 min intermediate

Когда использовать: You want to be alerted when new COVID/election/housing datasets appear.

Поток

Baseline search today

Search for '<topic>' and save the top 50 dataset ids + last_modified dates as /data/datagouv-<topic>-baseline.json.✓ Скопировано

→ Baseline saved
Weekly rerun

Rerun the search. Compare against baseline. Return (a) new datasets not in baseline, (b) datasets whose last_modified increased.✓ Скопировано

→ Delta report
Surface the interesting ones

Filter the delta by official publishers (ministries, INSEE, agencies). Produce a 1-line summary per new/updated dataset.✓ Скопировано

→ Curated digest

Итог: A weekly alert on authoritative new French data in your topic.

Подводные камни

Aggregators re-publish old data with new last_modified — noise — Prefer datasets whose publisher is an official org, not a re-publishing community

Сочетать с: filesystem

Комбинации

Сочетайте с другими MCP — эффект x10

datagouv + filesystem

Download and archive datasets locally

Search 'recensement population' on data.gouv, pick the INSEE one, download CSV, save to /data/insee/.✓ Скопировано

datagouv + postgres

Ingest a French open dataset into Postgres for analysis

Download the latest unemployment dataset, infer schema, CREATE TABLE and COPY into Postgres.✓ Скопировано

datagouv + antv-chart

Quick chart from a French open dataset

Download dataset X, filter to 2020-2024, render as a line chart per région.✓ Скопировано

Инструменты

Что предоставляет этот MCP

Инструмент	Входные данные	Когда вызывать	Стоимость
search_datasets	q: str, page?, page_size?	Keyword search over datasets	free
get_dataset	dataset_id_or_slug	Full metadata + resources for a specific dataset	free
search_organizations	q: str	Find a ministry/agency's canonical id	free
list_organization_datasets	org_id, page?	Catalog a publisher's full output	free

Стоимость и лимиты

Во что обходится

Квота API: Public API; fair-use throttling (few req/sec is safe)
Токенов на вызов: Dataset metadata: 500–2000 tokens depending on field count
Деньги: Free
Совет: Cache dataset ids locally; metadata rarely changes week-over-week.

Безопасность

Права, секреты, радиус поражения

Хранение учётных данных: None needed

Исходящий трафик: All calls to www.data.gouv.fr and resource hosts

Data is public but licenses vary (Licence Ouverte most common); always check the dataset's license before redistribution.

Устранение неполадок

Частые ошибки и исправления

404 on get_dataset

Dataset id changed or was delisted. Use search instead of a cached id.

Rate limited

Space out calls; <5 req/sec is safe. No official limit but fair-use enforced.

Resource URL returns 403/404

Some datasets have broken links; prefer the most recently updated resource or the official publisher's own page.

Альтернативы

data.gouv.fr в сравнении

Альтернатива	Когда использовать	Компромисс
data.europa.eu MCP	You need pan-EU data, not just France	Broader but less French-specific depth
INSEE API MCP	You only need official INSEE stats with clean API access	Narrower scope; French statistical office only

Ещё

Ресурсы

📖 Читать официальный README на GitHub

🐙 Открытые задачи

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