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Describe an ABS dataset

abs_describe_dataflow

Lists an ABS dataflow's dimensions in key order with their codes to help build a valid SDMX key for data queries. Filter large codelists by label text to find codes.

Instructions

List an ABS dataflow's dimensions (in key order) and their codes, so you can build an SDMX key for abs_get_data. Use code_search to find codes in big codelists (e.g. 'rent' in CPI's INDEX).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataflowYesDataflow id, e.g. WPI, CPI, LF, BA_GCCSA.
code_searchNoOnly return codes whose label contains this text.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A4.3/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description must carry behavioral context. It discloses that dimensions are returned in key order and that code_search filters by label substring, but it omits permissions, rate limits, pagination, and the full output shape.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with the core action and followed by usage guidance. No filler or repetition.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple two-parameter read tool with no output schema, the description is complete. It explains what is listed, the key-order format, and how to narrow large result sets with code_search.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already documents both parameters. The description adds value by giving a concrete example of when to use code_search ('rent' in CPI's INDEX), which is beyond the schema text.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: list an ABS dataflow's dimensions in key order and their codes. It also explains the downstream purpose (building an SDMX key for abs_get_data), which distinguishes it from the sibling that retrieves data.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Clearly says to use this tool before abs_get_data when constructing an SDMX key, and advises using the code_search parameter for large codelists. It does not explicitly cover when not to use it or how it relates to abs_search_dataflows.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.