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UNESCO UIS Get Data

unesco-data.series.get_data
Read-onlyIdempotent

Fetch time-series values for 1-2 UNESCO Institute for Statistics indicator codes, optionally filtered by geo unit and year range — official education, science, culture, and demographic statistics reported by UN member states. Always call unesco-data.indicator_search first to confirm a valid indicator code, and unesco-data.geounit_list to confirm geo_unit codes. Example: youth literacy rate (indicator='LR.AG15T24'), India (geo_unit='IND'), 2015-2022 (start=2015, end=2022). Data: api.uis.unesco.org, no auth required, CC BY-SA 4.0 (attribution + share-alike required).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endNoEnd year (inclusive), e.g. 2022. Omit for the full available history.
startNoStart year (inclusive), e.g. 2015. Omit for the full available history.
geo_unitNoOne or more 3-letter geo unit codes (comma-separated string or array), e.g. 'IND' or 'KEN,NGA'. Omit to return data for every country/region the indicator covers (can be large — prefer narrowing with start/end too). Discover codes via unesco-data.geounit_list.
footnotesNoInclude per-record footnotes (data source caveats) in the response.
indicatorYesOne or two UIS indicator codes (comma-separated string or array), e.g. 'LR.AG15T24' (youth literacy rate). Discover codes via unesco-data.indicator_search.
geo_unit_typeNoFilter to one geo unit level: NATIONAL (countries) or REGIONAL (world regions).
indicator_metadataNoInclude full indicator metadata (definition, calculation method, data source) alongside the records.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNoPresent only when the call failed. Includes error code, message, request_id, and any provider-specific extras.
resultNoTool response payload. Shape varies per tool — consult the tool description and inputSchema. May be an object, array, string, or number depending on the upstream provider response.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A5/5.0
Behavior5/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint, so the description doesn't need to repeat safety. It adds valuable behavioral context: no auth required, CC BY-SA 4.0 licensing, the potential for large responses when geo_unit is omitted, and the recommendation to narrow with start/end. This exceeds the annotation coverage.

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?

The description is two sentences plus an example, front-loaded with the core function, then prerequisites, then example, then data source. Every sentence provides essential information with no redundancy or fluff.

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 tool with 7 parameters and an output schema, the description covers what it does, prerequisites, example usage, data source, licensing, and a warning about large responses. Nothing an agent needs to call it correctly is missing; the output schema is provided separately.

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

Parameters5/5

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

Schema coverage is 100%, so parameters are already documented, but the description adds concrete examples (indicator='LR.AG15T24', geo_unit='IND', start=2015, end=2022) and explains the behavior of omitting geo_unit (returns all, can be large). This enriches parameter understanding beyond the schema.

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?

The description clearly states the verb 'Fetch time-series values' for UNESCO indicator codes, specifying the resource (UIS indicator codes) and the scope (education, science, culture, demographic statistics). It distinguishes itself from sibling reference tools (indicator_search, geounit_list) by focusing on data retrieval, making the purpose unambiguous.

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

Usage Guidelines5/5

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

Explicitly instructs to call unesco-data.indicator_search and unesco-data.geounit_list first to confirm codes, providing clear when-to-use guidance. It also gives a concrete example, and the warning about large responses when geo_unit is omitted advises on appropriate usage. No explicit when-not-to-use, but the prerequisites are strong.

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

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