Connect ABS Data (observed) and your agent gets 6 tools, among them describe_table, execute, get_data. It answers at https://abs-data-front-door.aicolab.workers.dev/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 20 October 2026, succeeded.
Australian Bureau of Statistics data: 1,227 tables, offering only options confirmed to serve data
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 labels; larger ones (geography, occupations) say how many and are searchable with search_options. Inputs: table |
execute | Run JavaScript in an isolated sandbox whose only capability is `abs`, a client with the same four verbs as this server (searchTables, describeTable, searchOptions, getData) and the same guarantees: every selection is verified against ABS be Inputs: code |
get_data | Fetch observations. `select` maps dimension ids to option codes or labels (several allowed); omitted dimensions match everything. The selection is verified live against ABS before fetching, so a call that succeeds always returns real data. Inputs: table, select, startPeriod, endPeriod, lastN, firstN |
search | Run JavaScript against the whole catalogue document — every table, its dimensions, coverage and small-dimension options — in an isolated sandbox with no network. Use it to answer questions the fixed verbs make awkward: 'which tables have bo Inputs: code |
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_data's select. Inputs: table, dimension, query, limit |
search_tables | Find ABS statistical tables (dataflows) by topic words, geography level or frequency. Matches table names, topics and dimension names, and also option labels inside dimensions — a search for 'rent' finds CPI through its INDEX option 'Rents' Inputs: query, geography, frequency, limit |
Every block below points at https://abs-data-front-door.aicolab.workers.dev/mcp. Pick your client and copy.
claude mcp add --transport http abs-data-observed https://abs-data-front-door.aicolab.workers.dev/mcp
{
"mcpServers": {
"abs-data-observed": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://abs-data-front-door.aicolab.workers.dev/mcp"]
}
}
}{
"mcpServers": {
"abs-data-observed": {
"url": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}{
"servers": {
"abs-data-observed": {
"type": "http",
"url": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}{
"context_servers": {
"abs-data-observed": {
"url": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}{
"mcpServers": {
"abs-data-observed": {
"serverUrl": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}{
"mcpServers": {
"abs-data-observed": {
"url": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}name: ABS Data (observed)
version: 0.0.1
schema: v1
mcpServers:
- name: ABS Data (observed)
type: streamable-http
url: https://abs-data-front-door.aicolab.workers.dev/mcp{
"mcpServers": {
"abs-data-observed": {
"httpUrl": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}{
"mcpServers": {
"abs-data-observed": {
"type": "http",
"url": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}{
"mcpServers": {
"abs-data-observed": {
"url": "https://abs-data-front-door.aicolab.workers.dev/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fabs-data-front-door.aicolab.workers.dev%2Fmcp&type=streamable_http&id=abs-data-observed&name=ABS%20Data%20%28observed%29
It answered our last check on 20 October 2026 in 377 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
6, as returned by the server's own tools/list on 12 September 2026: describe_table, execute, get_data, search, search_options, search_tables.
It answered our last check on 20 October 2026 in 377 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://abs-data-front-door.aicolab.workers.dev/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.samjb123. Endpoint host: abs-data-front-door.aicolab.workers.dev. ARD identifier: urn:air:io.github.samjb123:mcp:abs-data.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.