Australian Bureau of Statistics data: 1,227 tables, offering only options confirmed to serve data. Connect the official ABS Data (observed) MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http abs-data-observed https://abs-data-front-door.aicolab.workers.dev/mcpRun in your terminal, then restart Claude Code.
ABS Data (observed) · https://abs-data-front-door.aicolab.workers.dev/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “search_tables”: Find ABS statistical tables (dataflows) by topic words, geography level or frequency. Matches table names, topics and dimension names, and a.”
“Use “describe_table”: A table's dimensions in key order, its coverage dates, and its observed options. Dimensions with up to 64 options list them inline with labe.”
“Use “search_options”: Find option codes by label text within one dimension of one table — e.g. a suburb name in a geography dimension. Returns codes to use in get.”
“Use “get_data”: Fetch observations. `select` maps dimension ids to option codes or labels (several allowed); omitted dimensions match everything. The select.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how ABS Data (observed) holds up.
gate scanned 6 tools on Oct 14, 2026 for prompt injection and risky tool definitions — nothing to flag.
Operated by ABS Data (observed) (workers.dev) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If ABS Data (observed) adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose ABS Data (observed) in the gate directory. No sign-in needed.
ABS Data (observed)'s tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
search_tables — Find ABS statistical tables (dataflows) by topic words, geography level or frequency. Matches table names, topics and dimension names, and a
describe_table — A table's dimensions in key order, its coverage dates, and its observed options. Dimensions with up to 64 options list them inline with labe
search_options — Find option codes by label text within one dimension of one table — e.g. a suburb name in a geography dimension. Returns codes to use in get
get_data — Fetch observations. `select` maps dimension ids to option codes or labels (several allowed); omitted dimensions match everything. The select
search — Run JavaScript against the whole catalogue document — every table, its dimensions, coverage and small-dimension options — in an isolated san
execute — Run JavaScript in an isolated sandbox whose only capability is `abs`, a client with the same four verbs as this server (searchTables, descri
https://abs-data-front-door.aicolab.workers.dev/mcpYes — ABS Data (observed) operates its own remote MCP server at abs-data-front-door.aicolab.workers.dev. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick ABS Data (observed) in the directory. No account or sign-in is needed. From then on, ABS Data (observed)'s tools are available in every client you've connected to gate.
No. ABS Data (observed) runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
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.
Yes — you can get started with gate for free and connect ABS Data (observed) in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up ABS Data (observed) in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
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