INDIVIDUAL MCP TOOL

search

Search the Mozilla Data Collective catalog of AI training datasets by natural-language query, optionally narrowed by task, language, license, format, price, sample availability or publish date.

mozilladatacollective.comnone authenticationAvailability not checked

LIVE ENDPOINT

https://mozilladatacollective.com/api/mcp

No auth detected

Connect to this endpoint to inspect the live schema for search and invoke it with your own arguments.

Indexed input schema

{}

Risk classification

Potential side effects detected · medium confidence · heuristic, not a guarantee.

A tool name or description contains a write-action term.

Parent server

mozilladatacollective.com

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.mozilla-data-collective]
url = "https://mozilladatacollective.com/api/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "mozilla-data-collective": {
      "type": "http",
      "url": "https://mozilladatacollective.com/api/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: mozilla-data-collective
Remote MCP URL: https://mozilladatacollective.com/api/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "mozilla-data-collective": {
      "url": "https://mozilladatacollective.com/api/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "mozilla-data-collective": {
      "type": "http",
      "url": "https://mozilladatacollective.com/api/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "mozilla-data-collective",
  "transport": "streamable-http",
  "url": "https://mozilladatacollective.com/api/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

Related tools

fetch — Fetch the full public details of one Mozilla Data Collective dataset by id or slug: description, organization, task, locale, license, format, size, pricing, and its page URL.
list_filters — List every value the search tool's filters accept: the tasks, locales, licenses and formats present in the catalog, plus the sort and date-range options.