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ABS Data (observed)

Server Details

Australian Bureau of Statistics data: 1,227 tables, offering only options confirmed to serve data

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Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
AI-CoLab/abs-data-mcp
GitHub Stars
0
Server Listing
ABS Data API MCP Server

TDQS

Score is being calculated.

Available Tools

6 tools
describe_tableDescribe a tableInspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
tableYesDataflow id, e.g. CPI

Output Schema

ParametersJSON Schema
NameRequiredDescription
tableYes
keyFormatYesDimension ids joined by '.', the order a selection is serialised in
dimensionsYes
exampleUrlYes
provenanceYes
executeFetch and analyse data by writing codeInspect

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 before fetching. Use it for multi-series or multi-table analysis — fetch several series, compute growth rates, rank capitals, join tables — and return only the computed result, so large payloads never reach the conversation. No network beyond abs. Budgets: 10s CPU, 50 calls, 25s wall clock, 200KB result. Your code runs inside an async function; use await; console.log is captured.

// The abs object available in execute(): interface Abs { searchTables(input: { query?: string; geography?: string; frequency?: "A"|"S"|"Q"|"M"|"W"|"D"; limit?: number }): Promise<{ results: TableSummary[]; total: number }>; describeTable(table: string): Promise<{ table: TableSummary; dimensions: { id: string; position: number; optionCount: number; options?: { code: string; label: string|null }[] }[]; keyFormat: string }>; searchOptions(input: { table: string; dimension: string; query: string; limit?: number }): Promise<{ options: { code: string; label: string|null; parent?: string|null }[]; total: number }>; getData(input: { table: string; select?: Record<string, string|string[]>; startPeriod?: string; endPeriod?: string; lastN?: number; firstN?: number; maxRows?: number }): Promise<{ key: string; rows: { series: string; period: string; value: number|null; unit?: string|null }[]; rowsReturned: number; truncated: boolean; seriesMatched: number; fullDataUrl: string }>; } interface TableSummary { id: string; name: string|null; seriesCount: number; frequencies: string[]; coverage: { from: string|null; to: string|null }; dimensions: string[]; family: string|null; geography: string|null; matchedOptions?: { dimension: string; code: string; label: string|null }[] } // getData throws an Error whose message is JSON: { reason, dimension, message, validOptions?, alternatives? } — catch it, read validOptions, correct and retry.

ParametersJSON Schema
NameRequiredDescriptionDefault
codeYesJavaScript. `abs` is in scope. Must return a value.

Output Schema

ParametersJSON Schema
NameRequiredDescription
okYes
logsYes
errorNo
resultNo
truncatedNo
get_dataGet dataInspect

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. Returns up to maxRows observations (default 500, most recent 12 periods per series unless a period range is given), a summary, and the URL for the complete pull. If an option or combination does not exist you are asked to choose from the valid ones.

ParametersJSON Schema
NameRequiredDescriptionDefault
lastNNoMost recent N observations per series; default 12 when no period is given
tableYes
firstNNo
selectNodimension id -> option code or label (or several). Omitted dimensions match everything.
maxRowsNoCap on returned observations
endPeriodNo
startPeriodNoe.g. 2020, 2020-Q1, 2020-03

Output Schema

ParametersJSON Schema
NameRequiredDescription
keyYesThe resolved selection as an SDMX key
rowsYes
tableYes
truncatedYes
provenanceYes
fullDataUrlYes
periodRangeYes
rowsReturnedYes
seriesMatchedYes
availabilityUrlYes
search_optionsSearch a dimension's optionsInspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYesMatch against option codes and labels
tableYes
dimensionYes

Output Schema

ParametersJSON Schema
NameRequiredDescription
totalYes
optionsYes
provenanceYes
search_tablesSearch ABS tablesInspect

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' and reports the match in matchedOptions. Census tables published at several geography levels are collapsed to one result with familyGeographies listing the others (use the geography filter to pick one). Every result is confirmed to serve data — nothing here comes from documentation alone. Start here, then describe_table.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNoFree text over ids, names, topics, dimensions
frequencyNoA annual, S semi-annual, Q quarterly, M monthly, W weekly, D daily
geographyNoRestrict to a geography level, e.g. SA2, LGA

Output Schema

ParametersJSON Schema
NameRequiredDescription
totalYes
resultsYes
provenanceYes

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 6 tool updates
    • First observeddescribe_table
    • First observedexecute
    • First observedget_data
    • First observedsearch
    • First observedsearch_options
    • First observedsearch_tables

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