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Independent project, not affiliated with Anthropic
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
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MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Slot openReach developers building with Claude Code.
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Slot openReach developers building with Claude Code.
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending
CodeRabbitCodeScene MCP Serverbelt - the only tool your agent needsMCP-ready Email Sending

Opendata Ademe

data-fair/mcp
HTTP

Access to ADEME datasets (French ecological transition agency) - data on energy, environment, waste, transport, housing

Data FAIR logo @data-fair/mcp GitHub License GitHub package.json version

A Model Context Protocol (MCP) server to interact with the Data Fair ecosystem.

Usage modes

This MCP server can be used in two different modes:

Standalone mode (Docker)

Run the MCP server as a standalone Docker container that connects remotely to a Data Fair instance. This mode uses the stdio transport and is suited for integrating with LLM clients (e.g., Claude Desktop, VS Code).

  • PORTAL_URL is required — set it to the base URL of the Data Fair portal you want to query.
  • DATA_FAIR_API_KEY — optional API key for authenticating requests to the Data Fair instance.
{
  "mcpServers": {
    "data-fair-datasets": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "-e", "PORTAL_URL=https://opendata.koumoul.com", "ghcr.io/data-fair/mcp"]
    }
  }
}

Data Fair stack mode (web service)

Deploy the MCP server as a web service alongside Data Fair in the same infrastructure stack. In this mode, the server is typically available on /mcp-server on the same domain as the Data Fair instance (Data Fair is deployed on /data-fair, a portal on /, etc.).

Example endpoint: https://opendata.koumoul.com/mcp-server/datasets/mcp

  • Uses the http transport (TRANSPORT=http).
  • PORTAL_URL is optional — it is automatically inferred from reverse-proxy headers (X-Forwarded-Host, X-Forwarded-Proto, X-Forwarded-Port).
  • IGNORE_RATE_LIMITING — optional secret to bypass Data Fair rate limiting constraints.
  • Authentication is handled by the reverse proxy and session management of the Data Fair stack.

⚙️ Environment Variables

VariableDescriptionDefaultMode
PORTAL_URLBase URL of the Data Fair portal. Required in standalone mode.—standalone
DATA_FAIR_API_KEYAPI key sent to Data Fair for authentication.—standalone
IGNORE_RATE_LIMITINGSecret key sent to Data Fair to bypass rate limiting constraints.—stack only
TRANSPORTTransport mode: stdio (standalone) or http (stack).stdiostandalone/stack
PORTPort for the HTTP server to listen on.8080stack only
OBSERVER_ACTIVEEnable Prometheus metrics.truestack only
OBSERVER_PORTPort for the Prometheus metrics observer.9090stack only

🔨 Development

Take a look at the contribution guidelines.

Categories
Data & Analytics
TransportHTTP
UpdatedMar 16, 2026
View on GitHub
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert
Capacitor - Shared memory for your team’s coding agents.Give your AI the whole web as clean markdowninference shellMake your agent a DeFi expert

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