Community · Official remote MCP server

The Mozilla Data Collective MCP server,
connected in one click.

Search the Mozilla Data Collective catalog of ethically sourced AI training datasets. Connect the official Mozilla Data Collective MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.

Connect Mozilla Data Collective free How it works

Free to start · No credit card · No hosting needed

Use this server

Add Mozilla Data Collective to your AI in one minute

Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.

claude mcp add --transport http mozilla-data-collective https://mozilladatacollective.com/api/mcp

Run in your terminal, then restart Claude Code.

Mozilla Data Collective · https://mozilladatacollective.com/api/mcp

What you can do

What your AI can do with Mozilla Data Collective

Real prompts you can type the moment it's connected — no setup, no docs to read.

“Use “search”: Search the Mozilla Data Collective catalog of AI training datasets by natural-language query, optionally narrowed by task, language, license.”

“Use “fetch”: Fetch the full public details of one Mozilla Data Collective dataset by id or slug: description, organization, task, locale, license, format.”

“Use “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-r.”

Security check

How secure is the Mozilla Data Collective MCP server?

Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Mozilla Data Collective holds up.

✓ Verified directory serverMozilla Data Collective · mozilladatacollective.com

Official endpoint

Operated by Mozilla Data Collective (mozilladatacollective.com) at its documented MCP endpoint — not a third-party mirror or community re-host.

No sign-in needed

This server only exposes public data — no account and no credentials are involved when you connect.

Scanned before it goes live

gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.

Watched for drift

If Mozilla Data Collective adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.

Run the free scanner on Mozilla Data Collective's server →

How it works

Connected in three steps

Connect your gate

Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.

Pick Mozilla Data Collective

Choose Mozilla Data Collective in the gate directory. No sign-in needed.

Use it anywhere

Mozilla Data Collective's tools are live in every AI client you've connected — with rules and logging built in.

Connect Mozilla Data Collective free

Free to start · No credit card · No hosting needed

Straight from the server

The actual tools Mozilla Data Collective exposes

Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.

search — Search the Mozilla Data Collective catalog of AI training datasets by natural-language query, optionally narrowed by task, language, license

fetch — Fetch the full public details of one Mozilla Data Collective dataset by id or slug: description, organization, task, locale, license, format

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-r

Author

Who runs the Mozilla Data Collective MCP server?

mozilladatacollective.com

Homepage More servers from mozilladatacollective.com →

Own this server? Claim the listing →

Server facts

The Mozilla Data Collective MCP server at a glance

Endpointhttps://mozilladatacollective.com/api/mcp

Operated byMozilla Data Collective (mozilladatacollective.com)

CategoryCommunity

Sign-inNone — public data only

Available in gateYes — one-click connect

Works withClaude, ChatGPT, Cursor & any MCP client

FAQ

Questions, answered

Is there an official Mozilla Data Collective MCP server?

Yes — Mozilla Data Collective operates its own remote MCP server at mozilladatacollective.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.

How do I connect Mozilla Data Collective to Claude or ChatGPT?

Add gate's gateway URL to your AI client once, then pick Mozilla Data Collective in the directory. No account or sign-in is needed. From then on, Mozilla Data Collective's tools are available in every client you've connected to gate.

Do I need to host anything?

No. Mozilla Data Collective runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.

Is the Mozilla Data Collective MCP server safe to connect?

It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.