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UNESCO Institute for Statistics (UIS) MCP Server

UNESCO Institute for Statistics (UIS) — MCP Server

MCP CI Version Tools npm MCP Registry uis-mcp-server MCP server License: MIT Status

🇧🇷 Leia em Português

A public, hosted, provenance-first MCP server for the statistics of the UNESCO Institute for Statistics (UIS) — education, science and R&D, culture and communication — no installation, no account, no API key. Point your MCP client at the hosted endpoint and ask about enrolment, completion, out-of-school children, literacy, education spending, researchers and R&D expenditure by country, region and year. It runs on Cloudflare Workers over Streamable HTTP and talks to the official UIS Data API.

Independent project. This is an unofficial, community-built client of the UIS's public Data API — not affiliated with or endorsed by UNESCO or the UNESCO Institute for Statistics. Data remain © UNESCO-UIS under CC BY-SA 4.0; see Data license and attribution.

Every response carries a provenance block (source URL, the UIS data release it came from, real retrieval timestamp, license, UIS citation) — exact figures with an audit trail, not numbers guessed from training data.

🇧🇷 Em português. Servidor MCP remoto e hospedado (nada para instalar, sem conta e sem chave) para as estatísticas do Instituto de Estatística da UNESCO — matrícula, conclusão, crianças fora da escola, alfabetização, gasto em educação e P&D por país, região e ano, direto no Claude, no ChatGPT ou em qualquer cliente MCP, com proveniência e citação da fonte em cada resposta: README em português.

Questions it answers

In plain language, inside the MCP client — the assistant picks the tool and the filters:

  • "Which UNESCO indicators track out-of-school children?" (uis_search_indicators)

  • "How did primary completion evolve in Brazil, Peru and Colombia after 2015?" (uis_get_data)

  • "Is there a UNESCO series on government expenditure on education as a share of GDP?" (uis_search_indicators → uis_get_data)

  • "How many researchers per million inhabitants do the BRICS countries have since 2010?" (uis_search_indicators → uis_get_data)

  • "What is the adult literacy rate in Argentina and Chile, by sex?" (uis_get_data)

  • "Which geo unit code does the UIS use for Côte d'Ivoire, and which regional aggregates exist?" (uis_list_geo_units)

Ask in your words, not UNESCO's. The UIS is worded in British statistical English, and the catalogue is matched on the indicator name — so the everyday or US word used to return nothing at all. Measured over the 5,063 indicators of the official catalogue (2026-09-16), and fixed since 0.3.0: the search expands the term to the source's wording (OR within a term, AND across terms — it only adds recall) and says it translated, in vocabulary_notes; a zero result comes with a hint on what to try next. The same table feeds the search index (Deep Research).

you ask

hits before

UNESCO writes

hits

enrollment

0

enrolment

387

education spending, budget

0

expenditure

57

teacher wages

0

salary

4

university, college

0

tertiary

448

preschool, kindergarten

0

pre-primary, early childhood

113

elementary

0

primary

886

scientists

0

researchers

11

girls, women

0

female

1,252

kids, teenagers

0

children, adolescents

161, 131

graduation rate

0

completion

342

pupil-teacher ratio

0

pupil-qualified teacher ratio

10

foreign students

249

internationally mobile students

979

primary school completion

0

primary education

114

illiteracy, maths, tvet, phd, stem

0

illiterate, mathematics, vocational, doctoral, science, technology, engineering

268, 79, 33, 24, 9

Only measured pairs go in (the asked word absent from the catalogue, the source's word present) — the table lives in src/uis/vocabulary.ts, with the counts. A term the UIS does not publish is left out and still returns zero, because an alias for data that does not exist promises what the source does not have: dropout, tuition, unemployment and labor (labour statistics belong to the sister server ilo-mcp-server; what labor matches today are 62 names containing "collaboration").

Related MCP server: BNCC MCP

Comparison with the alternatives

Anyone who already works with UIS data has good tools, and this server replaces none of them — it sits somewhere else in the chain: it answers the question at the point where the question is asked, inside the assistant, with source, data release and licence attached to the answer. Versions measured on 2026-10-02.

Tool

What it is

When to prefer it

uis-mcp-server (this)

Remote MCP server, hosted, nothing to install: 5 tools over the ~5,060 UIS indicators, with a provenance block per answer

The question is asked in an assistant (Claude, ChatGPT, Cursor, Claude Code) and the answer has to be auditable

uisapi 0.1.1 (R, CRAN)

Community R client of the UIS Data API (not by UIS staff); also lists the bulk files

You are in R and want UIS series in a data frame for analysis

unesco-reader 3.1.1 (Python, PyPI)

Community Python client of the UIS Data API

Your pipeline is Python

global-education-mcp 0.4.0 (MCP, Python)

Another MCP server: UIS Data API plus the OECD Education at a Glance API

You want UIS and OECD education data side by side in one local server

WDI / wbstats (R), wbgapi (Python)

World Bank clients; WDI republishes many UIS education series, with a lag

You want UIS education series next to World Bank indicators

UIS Bulk Data Download Service

The UIS's own CSV files per data release (SDG and OPRI)

You need whole datasets, not answers

UIS Data API

The source itself, which this server calls — no key

You are building your own client and want full control

About SDMX: the UIS no longer serves it. Its legacy SDMX API reached end-of-life on 2020-06-23 (stated in the UIS's own February 2026 data release note) and the endpoint now answers 404 — generic SDMX clients that still list a UNESCO source (e.g. sdmx1) point at that dead URL, and the DBnomics copy of UNESCO data is a frozen 2020-era snapshot. For SDMX over labour statistics, see the sister server ilo-mcp-server, which talks to the ILOSTAT SDMX API.

Do not use this server when you need a whole dataset rather than an answer (the bulk files are the right tool), when the question is not education, science, culture or communication statistics published by the UIS (labour → ILO, national accounts → IMF/World Bank), or when you need microdata: the UIS publishes aggregates, and so does this server.

Sister servers, same design and same provenance block, for other official sources: ILOSTAT (ILO labour statistics), IBGE (Brazilian statistics), BCB (Central Bank of Brazil), Senado (Brazilian Senate open data), SIH/SUS (Brazilian hospital admissions) and medical terminologies (ICD-11, ICD-10, LOINC, RxNorm, ATC, MeSH).

Use it (hosted — no setup)

Point any MCP client at the Streamable HTTP endpoint:

https://uis.sidneybissoli.com/mcp

Claude Desktop / Claude Code and other clients with native remote support:

{
  "mcpServers": {
    "unesco-uis": {
      "url": "https://uis.sidneybissoli.com/mcp"
    }
  }
}

For clients that launch MCP servers as a command, use the mcp-remote bridge:

{
  "mcpServers": {
    "unesco-uis": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://uis.sidneybissoli.com/mcp"]
    }
  }
}

The uis-mcp-server.sidneybissoli.workers.dev hostname is also served, as a secondary.

ChatGPT (Deep Research)

ChatGPT deep research (and company knowledge, and research workflows over the Responses API) only uses an MCP server that exposes exactly search and fetch — this server does, on top of the uis_* tools. Point the connector at the hosted endpoint, no key required:

https://uis.sidneybissoli.com/mcp

search ranks the query against the full UIS catalogue (~5,060 indicators — education, science/R&D, culture, demographic context) and returns { id, title, url } (ind:<code>, e.g. ind:ROFST.1.CP); fetch returns the indicator as readable Markdown — name, theme, Data Browser group and framework, available years, a data sample (Brazil and the SDG world aggregate, last five years; one Data API call with a pinned release) and how to query it with uis_get_data — with the public UIS Data Browser page as url (https://databrowser.uis.unesco.org/view#indicatorPaths=<framework>%3A0%3A<code>), which is what ChatGPT cites. In search/fetch the text channel is the Deep Research contract's JSON (no footer); provenance travels in structuredContent and _meta. In ChatGPT's developer mode (Settings → Security and login → Developer mode) any tool is callable — the uis_* tools remain the ones to use for data.

Run locally (stdio)

Prefer not to route queries through a third-party host? The same server also runs as a local stdio process that talks directly to the official UIS Data API — same 5 tools and 3 resources, same limits, same provenance block, no Cloudflare in the loop. The surface of the two runtimes is identical by construction (CI checks it: node scripts/dump-surface.mjs --stdio).

No install needed — the package is on npm (uis-mcp-server, Node ≥ 22):

{
  "mcpServers": {
    "unesco-uis": {
      "command": "npx",
      "args": ["-y", "uis-mcp-server"]
    }
  }
}

Or from source:

git clone https://github.com/SidneyBissoli/uis-mcp-server
cd uis-mcp-server
npm install
npm run build
node dist/cli.js   # serves MCP over stdio (Ctrl+C to stop)

Differences from the hosted server, all due to the absence of Cloudflare bindings:

  • the current data release (/versions/default) is kept in process memory: resolved once per session, not across sessions;

  • the indicator catalogue and the geo units are downloaded from the official endpoints on the first search (/definitions/indicators, /definitions/geounits — the same ones the hosted catalogue is seeded from; ~1 s), and the real retrieved_at of that download is what provenance reports;

  • the in-memory catalogue does not download the UIS Data Browser definitions (~6.7 MB), so the URL that fetch cites falls back to the Data Browser home page and the search index lacks the group name in its keywords — Deep Research talks to the hosted server, which has them;

  • no usage metrics, rate limit or auth.

Logs go to stderr — stdout carries only the JSON-RPC stream. The repository Dockerfile builds this runtime (used by the Glama registry).

Tools

Tool

What it does

Source

uis_search_indicators

keyword search over ~5,060 indicators (4 themes) with data availability; translates the user's word to UNESCO's and says so (vocabulary_notes); paginated by offset

local catalogue (no upstream call)

uis_list_geo_units

462 country and regional codes (NATIONAL/REGIONAL); paginated by offset

local catalogue (no upstream call)

uis_get_data

records by indicator, geo unit and years, optional footnotes

1 live Data API call per query (pinned release)

search

ChatGPT Deep Research contract: ranks a query against the full catalogue, returns { id, title, url } (ind:<code>)

in-memory index built from the local catalogue (24 h)

fetch

ChatGPT Deep Research contract: one indicator as readable Markdown (catalogue entry + data sample) with the public Data Browser page as url

local catalogue + 1 Data API call (sample)

Typical flow: uis_search_indicators to find an indicator code → uis_list_geo_units for country/region codes → uis_get_data with year filters.

Every response carries the portfolio's provenance block (@sbissoli/mcp-provenance, modes concise/detailed via the provenance_mode parameter) on three channels: structuredContent, namespaced _meta (com.sidneybissoli.uis/*) and a text footer. Since 1.1.0 the block includes retrieval, the origin diagnostic of the call — how many requests went to the Data API, how many attempts they took, which anomalies were overcome and whether the answer is unstable — measured by the portfolio's common fetch (@sbissoli/mcp-upstream); null when the answer did not touch the UIS (catalogue or cached release).

Resources

Three resources (static, text/markdown, no upstream call) that a client can attach to the context before calling tools — they save the discovery calls most sessions spend on "which indicator, which code":

URI

Content

uis://guide

tool workflow, code conventions (indicator code families and suffixes, ISO alpha-3 geo units, themes), limits, reporting rules

uis://reference/key-indicators

verified indicator codes by topic (completion, out-of-school, enrolment, literacy, learning proficiency, education spending, R&D for SDG 9.5, heritage spending for SDG 11.4, population)

uis://reference/provenance

meaning of every provenance field and how to cite the UIS, including what CC BY-SA ShareAlike requires downstream

Behaviour and limits

  • Every data query pins the release. uis_get_data sends an explicit version=, resolved from /versions/default and cached for 24 h — reproducible, and it reuses the upstream's own cache. The release is the data_vintage (e.g. 20260507-91260335 (published 2026-05-08)); when the UIS publishes a new release, data queries move to it within 24 h.

  • 5,000 records per response, at most 25 indicators per call. Above that the server returns an explanatory error with the real count — it never truncates silently, since partial data presented as complete would break the provenance contract. The UIS's own ceiling of 100,000 records comes back as the upstream's explanatory HTTP 400, passed through.

  • The indicator catalogue is a snapshot of a UIS release, refreshed by hand when the UIS publishes a new one (2–3 times a year); its real retrieved_at is reported in the provenance of uis_search_indicators, so its age is always visible (served_from_cache: true).

  • retrieved_at is always the real instant of extraction from the UIS, never the build or response time. When an answer joins parts extracted at different moments (uis_get_data: the current release, cached up to 24 h, plus the data fetched now; fetch: also the catalogue row), it is the OLDEST of them, and field_sources gives each part its own instant and cache flag (since 1.5.1).

  • Notices report footnote types, magnitude and qualifier, with counts; the full text of each footnote stays on the row (include_footnotes: true).

  • Every upstream call has a timeout and a retry policy (since 1.1.0, measured against the live API on 2026-09-27: release 1.1 s, small query 0.8 s, five whole indicators 2.9 s/3.5 MB, the 100k-cap 400 in 0.9 s): 35 s per attempt — ten times the worst legitimate case and above the 29 s of the AWS API Gateway in front of the UIS —, up to 3 attempts on 5xx, 429 (honouring Retry-After) and network errors, 45 s in total per call. Timeouts, HTTP 504, the explanatory 400 and 404 are never retried. What happened is reported in the provenance retrieval field; a timeout or network failure becomes a readable error, not a raw exception.

  • derived is always false — the server does not transform values.

  • Language: English; timezone: UTC (UIS data is published in English).

Surface fingerprint, checkable from the registry

Every release publishes, in its MCP Registry entry, the sha256 of the surface this version serves (initialize, tools, resources, prompts) and which methods answer without a credential. A surface change without a version bump fails the build; the fingerprint in the registry lets a client check the same thing on its own side. Canonical form and procedure: SPEC.md of @sbissoli/mcp-surface. To check it yourself (Node 18+, no dependencies):

curl -sO https://raw.githubusercontent.com/SidneyBissoli/mcp-br-commons/main/packages/mcp-surface/exemplos/verify.mjs
node verify.mjs io.github.SidneyBissoli/uis-mcp-server

Data license and attribution

  • UIS data: CC BY-SA 4.0 (terms of the UIS Data Browser, which govern the Data API; license verified 2026-08-04).

  • UIS attribution in every response (citation field), with the full URL and the extraction date: Source: UNESCO Institute for Statistics (UIS), <URL>, date of extraction <date>.

  • ShareAlike: anything you redistribute that is built on these data must keep the CC BY-SA 4.0 license — the uis://reference/provenance resource spells it out.

  • The UNESCO logo is not used and no endorsement is implied; that is why the server is called uis-mcp-server and not "unesco-mcp-server". The ILOSTAT data (CC BY 4.0) live in a separate server, so the two licences never share a response.

Self-hosting / development

Everything below is only needed to run your own instance — it is not required to use the public server.

npm install
npm run typecheck && npm test   # offline suite (tools, framework, vocabulary, in-memory catalogue, eval fixtures)
npm run dev                     # http://localhost:8787/mcp (Worker)
npm run build                   # stdio runtime → dist/cli.js (what ships to npm)
node scripts/dump-surface.mjs --stdio   # offline smoke of the build: initialize → tools/resources/prompts

# Catalogue seed (D1) — required before first use:
node scripts/seed-uis-catalog.mjs
npx wrangler d1 execute uis-catalog --local  --file=scripts/seed-uis-catalog.sql
npx wrangler d1 execute uis-catalog --remote --file=scripts/seed-uis-catalog.sql

npm run deploy
node scripts/smoke-mcp.mjs      # smoke test against production (initialize → tools/list == /status → uis_* → search/fetch → errors)

Notes for operators:

  • Catalogue refresh is manual, once per UIS data release (no cron). The production smoke prints the current Data API release; when it differs from the seed's release, re-seed with the three commands above. Data queries follow the default release on their own, so only the catalogue can age — and its age is exposed in provenance.

  • The UIS Data API accepts Node's fetch as is (no header workaround needed, unlike the ILO gateway).

  • Optional Bearer auth (wrangler secret put API_KEY); token-bucket rate limit per IP.

Evals

@sbissoli/mcp-evals: 22 fixtures in evals/fixtures/queries.ts, validated offline in npm test. The run with a real model (npm run eval) uses the Anthropic API and needs ANTHROPIC_API_KEY (without it, it exits with instructions). Run of 2026-08-07: top-1 100% (20/20) — evals/results/.

End-to-end: 10 complex questions with a single verifiable answer in evals/e2e/evaluation.xml, answers validated manually against production (evals/e2e/validacao-respostas.md). Run of 2026-08-07 (Sonnet): 10/10 — evals/results/2026-08-07-e2e.md.

Endpoints

Route

Purpose

/

landing page (service identity + contact — public)

/health

liveness

/status

version, tool count and names, current deploy (feeds the README badges)

/metrics

aggregated usage (MCP endpoint only; no IPs, no query content)

/.well-known/mcp/server-card.json

MCP server card for directory scanners (derived from the live initialize + lists — public)

/mcp

MCP Streamable HTTP

Security

Snyk Agent Scan (2026-08-07, before search and fetch were added): passed — report in security/.

License

Code: MIT. Data: UIS, CC BY-SA 4.0 (see "Data license and attribution" above).

Privacy

Privacy policy of the hosted service: PRIVACY.md.

Contact

Sidney da Silva Pereira Bissoli — sbissoli76@gmail.com. This service is not endorsed by UNESCO.

Available Tools

5 tools
fetchDeep Research DocumentA
Read-onlyIdempotent
Inspect

Returns the full document for an id obtained from search, as { id, title, text, url, metadata }: text is the readable content (Markdown) and url the canonical public page to cite.

Companion of search in the OpenAI Deep Research contract, over the UNESCO UIS statistics (≈5,000 indicators: education — enrolment, completion, literacy, teachers, spending, SDG 4 —, science/R&D (SDG 9.5), culture (SDG 11.4) and demographic context) catalog. Only ids returned by search are valid; an unknown id returns an error. The uis_* tools remain the tools for data queries.

Behavior: read-only and idempotent — a live GET against the public source when the document needs it.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesIdentifier of a document returned by `search`

Output Schema

ParametersJSON Schema
NameRequiredDescription
idYesUnique identifier of the document on this server; what `fetch` takes
urlYesCanonical public URL of the document — ChatGPT's citation depends on it
textYesFull readable content of the document (Markdown)
titleYesHuman-readable title of the document
metadataNoAdditional key/value pairs about the document (kind, source, period…)
provenanceYesProvenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)
attributionYes

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/destructive/openWorld, so the safety profile is covered. The description still adds real value beyond them: the error behavior on unknown ids, the fact that it performs a live GET against the public source when needed, and the OpenAI Deep Research contract framing. It stops short of rich detail (rate limits, latency, partial-fetch semantics), so a 4 rather than 5.

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

Conciseness4/5

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

Front-loads the purpose and return contract in the first sentence, then context, then behavior — a sensible ordering with little waste. The parenthetical catalog of SDG/indicator domains is somewhat decorative, but it does orient the agent to the corpus, so the cost is minor.

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 one-parameter, read-only fetch with an output schema, the description needs to cover provenance, failure behavior, and sibling routing — and it does all three. Return-field documentation is technically redundant given the output schema, but harmless; nothing an agent needs to call this correctly is missing.

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?

The single `id` parameter is already documented at 100% schema coverage, so the baseline is 3. The description adds meaning on top by constraining provenance ('only ids returned by `search` are valid') and reiterating the id's role in the return tuple, which is more than the schema says.

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 ('Returns the full document for an id obtained from `search`') and names the return shape. It explicitly distinguishes itself from `search` (which produces the id) and from the `uis_*` family, so an agent can route without opening any schema.

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?

Gives an explicit precondition ('Only ids returned by `search` are valid'), an explicit failure mode ('an unknown id returns an error'), and an explicit when-not: 'The `uis_*` tools remain the tools for data queries.' Both the allowed source and the excluded alternative are spelled out.

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

uis_get_dataGet UNESCO UIS dataA
Read-onlyIdempotent
Inspect

Statistical records from the UNESCO Institute for Statistics Data API, filtered by indicator codes (from uis_search_indicators, up to 25), geo unit codes (from uis_list_geo_units) and year range. Set include_footnotes for per-record source notes. Returns raw UIS records only — it does not aggregate, convert or otherwise transform values; ILO labour statistics live in the sibling ILOSTAT MCP server. Broad queries are rejected with the record count — narrow by geo unit or years. A code that does not exist is an error carrying the UIS API's own wording, never an empty result: zero rows means the codes are real and the selection has no data, and the hint then relays what the UIS reported (including the indicator's available year range). When only SOME of the requested codes exist, the matching rows are returned with warnings naming the rest.

ParametersJSON Schema
NameRequiredDescriptionDefault
end_yearNoLast year, e.g. 2024
geo_unitsNoGeo unit codes from uis_list_geo_units (e.g. ["BRA","ARG"]); omit for all
indicatorsYesIndicator codes from uis_search_indicators (e.g. ["CR.1"])
start_yearNoFirst year, e.g. 2015
provenance_modeNoProvenance verbosity: 'concise' (default — source, url, vintage, retrieval date, citation, license) or 'detailed' (full canonical block with dataset, dimension key and notices)
include_footnotesNoInclude per-record footnotes (source notes); default false

Output Schema

ParametersJSON Schema
NameRequiredDescription
rowsYes
columnsYes
provenanceYesProvenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)
rows_countYes
attributionYes

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive, so the bar is whether the description adds operationally useful behaviour beyond that. It does: no aggregation or transformation, rejection of broad queries with the record count, errors for non-existent codes carrying the API's own wording, and warnings when only some codes match. A 4 rather than 5 because nothing is said about rate limits or response size beyond the broad-query rejection.

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?

Front-loads purpose, then layers constraints, boundary routing, and error/warning semantics — every sentence carries distinct operational content with no filler or restatement of the title.

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?

An output schema exists, so return-shape explanation is unnecessary, and the description instead closes the remaining gaps an agent needs: code provenance, broad-query rejection, and the distinction between error and empty result. Nothing material is missing for a six-parameter read tool.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already documents indicators, geo_units, year bounds, provenance_mode and include_footnotes. The description adds only marginal semantics (why include_footnotes matters, the 25-code origin), which is the baseline expectation when the schema does the heavy lifting.

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+resource ('Statistical records from the UNESCO Institute for Statistics Data API') and immediately names the filtering dimensions. It also carves out its boundary against the ILO statistics sibling server, so an agent can distinguish it from neighbours without opening any schema.

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?

Gives explicit source tools for required code values (uis_search_indicators, uis_list_geo_units), the 25-indicator cap, and the when-to-use substitution rule ('ILO labour statistics live in the sibling ILOSTAT MCP server'). It also states a negative condition — broad queries are rejected — which is unambiguous routing guidance.

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

uis_list_geo_unitsList UNESCO UIS geo unitsA
Read-onlyIdempotent
Inspect

Valid geographic codes for uis_get_data: 462 geo units — countries (NATIONAL, ISO alpha-3 codes like BRA) and regional aggregates (REGIONAL). Filter by name/code and type. Does not return statistical values; these codes apply only to uis_get_data, not to other statistical servers.

ParametersJSON Schema
NameRequiredDescriptionDefault
typeNoOnly countries (NATIONAL) or only regional aggregates
limitNoMaximum results (default 100)
offsetNoResults to skip, for pagination (default 0)
searchNoCase-insensitive filter on name, or exact code (e.g. "BRA")
provenance_modeNoProvenance verbosity: 'concise' (default — source, url, vintage, retrieval date, citation, license) or 'detailed' (full canonical block with dataset, dimension key and notices)

Output Schema

ParametersJSON Schema
NameRequiredDescription
offsetYes
showingYes
has_moreYes
geo_unitsYes
provenanceYesProvenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)
attributionYes
next_offsetNo
total_matchesYes

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds real value beyond that by clarifying that no statistical values are returned and by scoping the codes to uis_get_data only, though it says nothing about pagination behavior.

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?

Three tight sentences, front-loaded with the core identity of the resource and followed by scope constraints. Every sentence carries information and none is redundant with the schema.

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?

With an output schema, full parameter coverage, and safety annotations, the description only needs to add scope and consumer context, which it does. An agent has everything required to select and invoke this tool correctly.

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

Parameters3/5

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

Schema description coverage is 100%, so all five parameters are already documented in the schema. The description's mention of 'filter by name/code and type' maps onto the search and type parameters but adds no syntax or format detail beyond the schema, making the baseline 3 appropriate.

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 names the resource precisely (462 geo units, split into NATIONAL countries with ISO alpha-3 codes and REGIONAL aggregates) and states exactly what the tool produces. It also ties the output to its consumer, uis_get_data, which distinguishes it from the generic 'fetch'/'search' siblings.

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?

It gives a clear scope rule: these codes apply only to uis_get_data and not to other statistical servers, and that filtering is available by name/code and type. It stops short of an explicit 'call this before uis_get_data to resolve a code' instruction, but the intended usage is strongly implied.

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

uis_search_indicatorsSearch UNESCO UIS indicatorsA
Read-onlyIdempotent
Inspect

Search the UNESCO Institute for Statistics catalogue of ~5,000 indicators — education, science/R&D, culture and communication — by keywords in the name or code, optionally filtered by theme. All terms must match (AND, case-insensitive), so start with 2–3 words and drop terms if you get 0 results. Everyday and US wording is resolved to the UIS's own (enrollment→enrolment, spending→expenditure, preschool→pre-primary, university→tertiary, graduation→completion, girls/boys→female/male); when that happens the response says so in vocabulary_notes. Returns indicator codes to use with uis_get_data, plus each indicator's data availability (years, record count). Searches the catalogue only — it does not return statistical values (use uis_get_data); ILO labour statistics live in the sibling ILOSTAT MCP server.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum results (default 20)
queryYesKeywords, matched against indicator name and code, AND between terms (e.g. "literacy rate youth")
themeNoRestrict to one UIS theme
offsetNoResults to skip, for pagination (default 0)
provenance_modeNoProvenance verbosity: 'concise' (default — source, url, vintage, retrieval date, citation, license) or 'detailed' (full canonical block with dataset, dimension key and notices)

Output Schema

ParametersJSON Schema
NameRequiredDescription
hintNo
offsetYes
showingYes
has_moreYes
indicatorsYes
provenanceYesProvenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)
attributionYes
next_offsetNo
total_matchesYes
vocabulary_notesNo

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive, so the safety profile is covered. The description goes further by disclosing matching semantics (AND, case-insensitive), automatic vocabulary normalization (enrollment→enrolment etc.) surfaced via vocabulary_notes, and the response payload (indicator codes plus data availability years/record count). Rate limits and result-ordering are the only notable omissions.

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

Conciseness4/5

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

Front-loaded with purpose then scope, exclusions, and search tips; every sentence carries information. It is dense as a single block—splitting the search-strategy and synonym notes into list form would improve scannability—but nothing is filler.

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?

Complete for a search tool: purpose, scoping, alternatives, query strategy, synonym behavior, and return contents are all covered. An output schema exists so return values need not be detailed, yet the description still orients the agent on what the results enable.

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 baseline is 3, but the description meaningfully enriches the query parameter by explaining AND semantics and the synonym resolution that shapes results, and clarifies that theme is an optional restriction. It adds interpretive value beyond the field-level schema text without duplicating it.

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 (search) and resource (UIS indicator catalogue, ~5,000 indicators across education, science/R&D, culture, communication) and the matching fields (name or code). It explicitly distinguishes itself from uis_get_data (values) and the ILOSTAT sibling, so an agent can route correctly without opening a schema.

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?

Gives explicit when-to-use, when-not-to-use, and alternatives: 'use uis_get_data' for statistical values and 'ILO labour statistics live in the sibling ILOSTAT MCP server'. It also adds actionable query strategy ('start with 2–3 words and drop terms if you get 0 results') and describes the synonym-resolution fallback.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 5 tool updatesv1.3.1
    • Changedfetch1 field changed
      • changedOutput schema / properties / provenance / anyOf
        Previous value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "citation": {
        -        "type": "string"
        -      },
        -      "data_vintage": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "license": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "retrieval": {
        -        "anyOf": [
        -          {
        -            "additionalProperties": false,
        -            "properties": {
        -              "anomalies": {
        -                "items": {
        -                  "additionalProperties": false,
        -                  "properties": {
        -                    "count": {
        -                      "maximum": 9007199254740991,
        -                      "minimum": 1,
        -                      "type": "integer"
        -                    },
        -                    "kind": {
        -                      "enum": [
        -                        "timeout",
        -                        "network",
        -                        "http_4xx",
        -                        "http_5xx",
        -                        "rate_limited",
        -                        "malformed_body"
        -                      ],
        -                      "type": "string"
        -                    }
        -                  },
        -                  "required": [
        -                    "kind",
        -                    "count"
        -                  ],
        -                  "type": "object"
        -                },
        -                "type": "array"
        -              },
        -              "attempts": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "requests": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "unstable": {
        -                "type": "boolean"
        -              }
        -            },
        -            "required": [
        -              "requests",
        -              "attempts",
        -              "anomalies",
        -              "unstable"
        -            ],
        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "retrieved_at": {
        -        "type": "string"
        -      },
        -      "source": {
        -        "type": "string"
        -      },
        -      "source_url": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "source",
        -      "source_url",
        -      "data_vintage",
        -      "retrieved_at",
        -      "retrieval",
        -      "citation",
        -      "license"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "api_version": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "citation": {
        -        "type": "string"
        -      },
        -      "contract_version": {
        -        "const": "1.1",
        -        "type": "string"
        -      },
        -      "data_vintage": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "dataset": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "id": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "name": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "version": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          }
        -        },
        -        "required": [
        -          "id",
        -          "version",
        -          "name"
        -        ],
        -        "type": "object"
        -      },
        -      "derivation_note": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "derived": {
        -        "type": "boolean"
        -      },
        -      "dimension_key": {
        -        "anyOf": [
        -          {
        -            "additionalProperties": {
        -              "type": "string"
        -            },
        -            "propertyNames": {
        -              "type": "string"
        -            },
        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "field_sources": {
        -        "anyOf": [
        -          {
        -            "items": {
        -              "additionalProperties": false,
        -              "properties": {
        -                "data_vintage": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
        -                "dataset_id": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
        -                "fields": {
        -                  "items": {
        -                    "type": "string"
        -                  },
        -                  "minItems": 1,
        -                  "type": "array"
        -                },
        -                "retrieved_at": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
        -                "source_url": {
        -                  "type": "string"
        -                }
        -              },
        -              "required": [
        -                "fields",
        -                "source_url",
        -                "dataset_id",
        -                "data_vintage",
        -                "retrieved_at"
        -              ],
        -              "type": "object"
        -            },
        -            "type": "array"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "license": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "id": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "name": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "terms_url": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "url": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "verified_at": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          }
        -        },
        -        "required": [
        -          "id",
        -          "name",
        -          "url",
        -          "terms_url",
        -          "verified_at"
        -        ],
        -        "type": "object"
        -      },
        -      "notices": {
        -        "items": {
        -          "type": "string"
        -        },
        -        "type": "array"
        -      },
        -      "retrieval": {
        -        "anyOf": [
        -          {
        -            "additionalProperties": false,
        -            "properties": {
        -              "anomalies": {
        -                "items": {
        -                  "additionalProperties": false,
        -                  "properties": {
        -                    "count": {
        -                      "maximum": 9007199254740991,
        -                      "minimum": 1,
        -                      "type": "integer"
        -                    },
        -                    "kind": {
        -                      "enum": [
        -                        "timeout",
        -                        "network",
        -                        "http_4xx",
        -                        "http_5xx",
        -                        "rate_limited",
        -                        "malformed_body"
        -                      ],
        -                      "type": "string"
        -                    }
        -                  },
        -                  "required": [
        -                    "kind",
        -                    "count"
        -                  ],
        -                  "type": "object"
        -                },
        -                "type": "array"
        -              },
        -              "attempts": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "requests": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "unstable": {
        -                "type": "boolean"
        -              }
        -            },
        -            "required": [
        -              "requests",
        -              "attempts",
        -              "anomalies",
        -              "unstable"
        -            ],
        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "retrieved_at": {
        -        "type": "string"
        -      },
        -      "served_from_cache": {
        -        "type": [
        -          "boolean",
        -          "null"
        -        ]
        -      },
        -      "source": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "agency": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "database": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "endpoint": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "name": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "name",
        -          "agency",
        -          "database",
        -          "endpoint"
        -        ],
        -        "type": "object"
        -      },
        -      "source_url": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "contract_version",
        -      "source",
        -      "dataset",
        -      "dimension_key",
        -      "data_vintage",
        -      "retrieved_at",
        -      "source_url",
        -      "api_version",
        -      "license",
        -      "citation",
        -      "notices",
        -      "derived",
        -      "derivation_note",
        -      "served_from_cache",
        -      "retrieval",
        -      "field_sources"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "field_sources": {
        +        "items": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "data_vintage": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "dataset_id": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "fields": {
        +              "items": {
        +                "type": "string"
        +              },
        +              "minItems": 1,
        +              "type": "array"
        +            },
        +            "retrieved_at": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "served_from_cache": {
        +              "type": [
        +                "boolean",
        +                "null"
        +              ]
        +            },
        +            "source_url": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "fields",
        +            "source_url",
        +            "dataset_id",
        +            "data_vintage",
        +            "retrieved_at"
        +          ],
        +          "type": "object"
        +        },
        +        "minItems": 1,
        +        "type": "array"
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "source": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "source",
        +      "source_url",
        +      "data_vintage",
        +      "retrieved_at",
        +      "retrieval",
        +      "citation",
        +      "license"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "api_version": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "citation": {
        +        "type": "string"
        +      },
        +      "contract_version": {
        +        "enum": [
        +          "1.1",
        +          "1.2"
        +        ],
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "dataset": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "version": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "served_from_cache": {
        +                  "type": [
        +                    "boolean",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
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        +      "license": {
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    • Changedsearch1 field changed
      • changedOutput schema / properties / provenance / anyOf
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        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
    • Changeduis_get_data1 field changed
      • changedOutput schema / properties / provenance / anyOf
        Previous value: -[
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        -]New value: +[
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        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
    • Changeduis_list_geo_units1 field changed
      • changedOutput schema / properties / provenance / anyOf
        Previous value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "citation": {
        -        "type": "string"
        -      },
        -      "data_vintage": {
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        -      "retrieval": {
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        -                      "minimum": 1,
        -                      "type": "integer"
        -                    },
        -                    "kind": {
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        -                        "timeout",
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        -                        "http_4xx",
        -                        "http_5xx",
        -                        "rate_limited",
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        -                      "type": "string"
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        -                  },
        -                  "required": [
        -                    "kind",
        -                    "count"
        -                  ],
        -                  "type": "object"
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        -                "type": "array"
        -              },
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        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
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        -                "type": "boolean"
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        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "retrieved_at": {
        -        "type": "string"
        -      },
        -      "source": {
        -        "type": "string"
        -      },
        -      "source_url": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
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        -      "source_url",
        -      "data_vintage",
        -      "retrieved_at",
        -      "retrieval",
        -      "citation",
        -      "license"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "api_version": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "citation": {
        -        "type": "string"
        -      },
        -      "contract_version": {
        -        "const": "1.1",
        -        "type": "string"
        -      },
        -      "data_vintage": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
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        -        "additionalProperties": false,
        -        "properties": {
        -          "id": {
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        -              "string",
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        -          "name": {
        -            "type": [
        -              "string",
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        -            ]
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        -          "version": {
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        -              "string",
        -              "null"
        -            ]
        -          }
        -        },
        -        "required": [
        -          "id",
        -          "version",
        -          "name"
        -        ],
        -        "type": "object"
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        -      "derivation_note": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "derived": {
        -        "type": "boolean"
        -      },
        -      "dimension_key": {
        -        "anyOf": [
        -          {
        -            "additionalProperties": {
        -              "type": "string"
        -            },
        -            "propertyNames": {
        -              "type": "string"
        -            },
        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "field_sources": {
        -        "anyOf": [
        -          {
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        -              "additionalProperties": false,
        -              "properties": {
        -                "data_vintage": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
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        -                    "string",
        -                    "null"
        -                  ]
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        -                  "minItems": 1,
        -                  "type": "array"
        -                },
        -                "retrieved_at": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
        -                "source_url": {
        -                  "type": "string"
        -                }
        -              },
        -              "required": [
        -                "fields",
        -                "source_url",
        -                "dataset_id",
        -                "data_vintage",
        -                "retrieved_at"
        -              ],
        -              "type": "object"
        -            },
        -            "type": "array"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "license": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "id": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "name": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
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        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "url": {
        -            "type": [
        -              "string",
        -              "null"
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        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          }
        -        },
        -        "required": [
        -          "id",
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        -        ],
        -        "type": "object"
        -      },
        -      "notices": {
        -        "items": {
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        -        "type": "array"
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        -      "retrieval": {
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        -            "properties": {
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        -                  "additionalProperties": false,
        -                  "properties": {
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        -                      "minimum": 1,
        -                      "type": "integer"
        -                    },
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        -                      "enum": [
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        -                      "type": "string"
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        -            ],
        -            "type": "object"
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        -          {
        -            "type": "null"
        -          }
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        -      },
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        -          "null"
        -        ]
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        -      "source": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "agency": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "database": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "endpoint": {
        -            "type": [
        -              "string",
        -              "null"
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        -          },
        -          "name": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
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        -        "type": "object"
        -      },
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        -        "type": "string"
        -      }
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        -    "required": [
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        -      "dimension_key",
        -      "data_vintage",
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        -      "api_version",
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        -      "served_from_cache",
        -      "retrieval",
        -      "field_sources"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
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        +          "string",
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        +        ]
        +      },
        +      "field_sources": {
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        +          "additionalProperties": false,
        +          "properties": {
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        +              "type": "array"
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        +                "string",
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        +              ]
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        +            "served_from_cache": {
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        +                "boolean",
        +                "null"
        +              ]
        +            },
        +            "source_url": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
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        +            "dataset_id",
        +            "data_vintage",
        +            "retrieved_at"
        +          ],
        +          "type": "object"
        +        },
        +        "minItems": 1,
        +        "type": "array"
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
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        +            "properties": {
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        +                  "additionalProperties": false,
        +                  "properties": {
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        +                      "maximum": 9007199254740991,
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        +                      "type": "integer"
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        +        "type": "string"
        +      },
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        +      }
        +    },
        +    "required": [
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        +      "data_vintage",
        +      "retrieved_at",
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        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
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        +        ]
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        +        "properties": {
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        +              "string",
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        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
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        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
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        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "served_from_cache": {
        +                  "type": [
        +                    "boolean",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "license": {
        +        "additionalProperties": false,
        +        "properties": {
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        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "terms_url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "verified_at": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "name",
        +          "url",
        +          "terms_url",
        +          "verified_at"
        +        ],
        +        "type": "object"
        +      },
        +      "notices": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
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        +                  },
        +                  "required": [
        +                    "kind",
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        +                  ],
        +                  "type": "object"
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        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
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        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "served_from_cache": {
        +        "type": [
        +          "boolean",
        +          "null"
        +        ]
        +      },
        +      "source": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "agency": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "database": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "endpoint": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "name",
        +          "agency",
        +          "database",
        +          "endpoint"
        +        ],
        +        "type": "object"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "contract_version",
        +      "source",
        +      "dataset",
        +      "dimension_key",
        +      "data_vintage",
        +      "retrieved_at",
        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
    • Changeduis_search_indicators1 field changed
      • changedOutput schema / properties / provenance / anyOf
        Previous value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "citation": {
        -        "type": "string"
        -      },
        -      "data_vintage": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "license": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "retrieval": {
        -        "anyOf": [
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        -            "properties": {
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        -                  "additionalProperties": false,
        -                  "properties": {
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        -                      "maximum": 9007199254740991,
        -                      "minimum": 1,
        -                      "type": "integer"
        -                    },
        -                    "kind": {
        -                      "enum": [
        -                        "timeout",
        -                        "network",
        -                        "http_4xx",
        -                        "http_5xx",
        -                        "rate_limited",
        -                        "malformed_body"
        -                      ],
        -                      "type": "string"
        -                    }
        -                  },
        -                  "required": [
        -                    "kind",
        -                    "count"
        -                  ],
        -                  "type": "object"
        -                },
        -                "type": "array"
        -              },
        -              "attempts": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "requests": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "unstable": {
        -                "type": "boolean"
        -              }
        -            },
        -            "required": [
        -              "requests",
        -              "attempts",
        -              "anomalies",
        -              "unstable"
        -            ],
        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "retrieved_at": {
        -        "type": "string"
        -      },
        -      "source": {
        -        "type": "string"
        -      },
        -      "source_url": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "source",
        -      "source_url",
        -      "data_vintage",
        -      "retrieved_at",
        -      "retrieval",
        -      "citation",
        -      "license"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "api_version": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "citation": {
        -        "type": "string"
        -      },
        -      "contract_version": {
        -        "const": "1.1",
        -        "type": "string"
        -      },
        -      "data_vintage": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "dataset": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "id": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "name": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "version": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          }
        -        },
        -        "required": [
        -          "id",
        -          "version",
        -          "name"
        -        ],
        -        "type": "object"
        -      },
        -      "derivation_note": {
        -        "type": [
        -          "string",
        -          "null"
        -        ]
        -      },
        -      "derived": {
        -        "type": "boolean"
        -      },
        -      "dimension_key": {
        -        "anyOf": [
        -          {
        -            "additionalProperties": {
        -              "type": "string"
        -            },
        -            "propertyNames": {
        -              "type": "string"
        -            },
        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "field_sources": {
        -        "anyOf": [
        -          {
        -            "items": {
        -              "additionalProperties": false,
        -              "properties": {
        -                "data_vintage": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
        -                "dataset_id": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
        -                "fields": {
        -                  "items": {
        -                    "type": "string"
        -                  },
        -                  "minItems": 1,
        -                  "type": "array"
        -                },
        -                "retrieved_at": {
        -                  "type": [
        -                    "string",
        -                    "null"
        -                  ]
        -                },
        -                "source_url": {
        -                  "type": "string"
        -                }
        -              },
        -              "required": [
        -                "fields",
        -                "source_url",
        -                "dataset_id",
        -                "data_vintage",
        -                "retrieved_at"
        -              ],
        -              "type": "object"
        -            },
        -            "type": "array"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "license": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "id": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "name": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "terms_url": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "url": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "verified_at": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          }
        -        },
        -        "required": [
        -          "id",
        -          "name",
        -          "url",
        -          "terms_url",
        -          "verified_at"
        -        ],
        -        "type": "object"
        -      },
        -      "notices": {
        -        "items": {
        -          "type": "string"
        -        },
        -        "type": "array"
        -      },
        -      "retrieval": {
        -        "anyOf": [
        -          {
        -            "additionalProperties": false,
        -            "properties": {
        -              "anomalies": {
        -                "items": {
        -                  "additionalProperties": false,
        -                  "properties": {
        -                    "count": {
        -                      "maximum": 9007199254740991,
        -                      "minimum": 1,
        -                      "type": "integer"
        -                    },
        -                    "kind": {
        -                      "enum": [
        -                        "timeout",
        -                        "network",
        -                        "http_4xx",
        -                        "http_5xx",
        -                        "rate_limited",
        -                        "malformed_body"
        -                      ],
        -                      "type": "string"
        -                    }
        -                  },
        -                  "required": [
        -                    "kind",
        -                    "count"
        -                  ],
        -                  "type": "object"
        -                },
        -                "type": "array"
        -              },
        -              "attempts": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "requests": {
        -                "maximum": 9007199254740991,
        -                "minimum": 1,
        -                "type": "integer"
        -              },
        -              "unstable": {
        -                "type": "boolean"
        -              }
        -            },
        -            "required": [
        -              "requests",
        -              "attempts",
        -              "anomalies",
        -              "unstable"
        -            ],
        -            "type": "object"
        -          },
        -          {
        -            "type": "null"
        -          }
        -        ]
        -      },
        -      "retrieved_at": {
        -        "type": "string"
        -      },
        -      "served_from_cache": {
        -        "type": [
        -          "boolean",
        -          "null"
        -        ]
        -      },
        -      "source": {
        -        "additionalProperties": false,
        -        "properties": {
        -          "agency": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "database": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "endpoint": {
        -            "type": [
        -              "string",
        -              "null"
        -            ]
        -          },
        -          "name": {
        -            "type": "string"
        -          }
        -        },
        -        "required": [
        -          "name",
        -          "agency",
        -          "database",
        -          "endpoint"
        -        ],
        -        "type": "object"
        -      },
        -      "source_url": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "contract_version",
        -      "source",
        -      "dataset",
        -      "dimension_key",
        -      "data_vintage",
        -      "retrieved_at",
        -      "source_url",
        -      "api_version",
        -      "license",
        -      "citation",
        -      "notices",
        -      "derived",
        -      "derivation_note",
        -      "served_from_cache",
        -      "retrieval",
        -      "field_sources"
        -    ],
        -    "type": "object"
        -  }
        -]New value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "field_sources": {
        +        "items": {
        +          "additionalProperties": false,
        +          "properties": {
        +            "data_vintage": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "dataset_id": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "fields": {
        +              "items": {
        +                "type": "string"
        +              },
        +              "minItems": 1,
        +              "type": "array"
        +            },
        +            "retrieved_at": {
        +              "type": [
        +                "string",
        +                "null"
        +              ]
        +            },
        +            "served_from_cache": {
        +              "type": [
        +                "boolean",
        +                "null"
        +              ]
        +            },
        +            "source_url": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "fields",
        +            "source_url",
        +            "dataset_id",
        +            "data_vintage",
        +            "retrieved_at"
        +          ],
        +          "type": "object"
        +        },
        +        "minItems": 1,
        +        "type": "array"
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "source": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "source",
        +      "source_url",
        +      "data_vintage",
        +      "retrieved_at",
        +      "retrieval",
        +      "citation",
        +      "license"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "api_version": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "citation": {
        +        "type": "string"
        +      },
        +      "contract_version": {
        +        "enum": [
        +          "1.1",
        +          "1.2"
        +        ],
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "dataset": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "version": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "served_from_cache": {
        +                  "type": [
        +                    "boolean",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "license": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "terms_url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "verified_at": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "name",
        +          "url",
        +          "terms_url",
        +          "verified_at"
        +        ],
        +        "type": "object"
        +      },
        +      "notices": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "served_from_cache": {
        +        "type": [
        +          "boolean",
        +          "null"
        +        ]
        +      },
        +      "source": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "agency": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "database": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "endpoint": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "name",
        +          "agency",
        +          "database",
        +          "endpoint"
        +        ],
        +        "type": "object"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "contract_version",
        +      "source",
        +      "dataset",
        +      "dimension_key",
        +      "data_vintage",
        +      "retrieved_at",
        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
  2. 2 tool updatesv1.2.2
    • Changedfetch1 field changed
      • addedInput schema / additionalProperties
        Added value: +false
    • Changedsearch1 field changed
      • addedInput schema / additionalProperties
        Added value: +false
  3. 5 tool updatesv1.0.1
    • Changedfetch2 fields changed
      • addedOutput schema / properties / provenance / anyOf
        Added value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "source": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "source",
        +      "source_url",
        +      "data_vintage",
        +      "retrieved_at",
        +      "retrieval",
        +      "citation",
        +      "license"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "api_version": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "citation": {
        +        "type": "string"
        +      },
        +      "contract_version": {
        +        "const": "1.1",
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "dataset": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "version": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "license": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "terms_url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "verified_at": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "name",
        +          "url",
        +          "terms_url",
        +          "verified_at"
        +        ],
        +        "type": "object"
        +      },
        +      "notices": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "served_from_cache": {
        +        "type": [
        +          "boolean",
        +          "null"
        +        ]
        +      },
        +      "source": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "agency": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "database": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "endpoint": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "name",
        +          "agency",
        +          "database",
        +          "endpoint"
        +        ],
        +        "type": "object"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "contract_version",
        +      "source",
        +      "dataset",
        +      "dimension_key",
        +      "data_vintage",
        +      "retrieved_at",
        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
      • addedOutput schema / properties / provenance / description
        Added value: +"Provenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)"
    • Changedsearch2 fields changed
      • addedOutput schema / properties / provenance / anyOf
        Added value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "source": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "source",
        +      "source_url",
        +      "data_vintage",
        +      "retrieved_at",
        +      "retrieval",
        +      "citation",
        +      "license"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "api_version": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "citation": {
        +        "type": "string"
        +      },
        +      "contract_version": {
        +        "const": "1.1",
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "dataset": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "version": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "license": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "terms_url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "verified_at": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "name",
        +          "url",
        +          "terms_url",
        +          "verified_at"
        +        ],
        +        "type": "object"
        +      },
        +      "notices": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "served_from_cache": {
        +        "type": [
        +          "boolean",
        +          "null"
        +        ]
        +      },
        +      "source": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "agency": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "database": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "endpoint": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "name",
        +          "agency",
        +          "database",
        +          "endpoint"
        +        ],
        +        "type": "object"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "contract_version",
        +      "source",
        +      "dataset",
        +      "dimension_key",
        +      "data_vintage",
        +      "retrieved_at",
        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
      • addedOutput schema / properties / provenance / description
        Added value: +"Provenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)"
    • Changeduis_get_data2 fields changed
      • addedOutput schema / properties / provenance / anyOf
        Added value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "source": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "source",
        +      "source_url",
        +      "data_vintage",
        +      "retrieved_at",
        +      "retrieval",
        +      "citation",
        +      "license"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "api_version": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "citation": {
        +        "type": "string"
        +      },
        +      "contract_version": {
        +        "const": "1.1",
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "dataset": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "version": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "license": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "terms_url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "verified_at": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "name",
        +          "url",
        +          "terms_url",
        +          "verified_at"
        +        ],
        +        "type": "object"
        +      },
        +      "notices": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "served_from_cache": {
        +        "type": [
        +          "boolean",
        +          "null"
        +        ]
        +      },
        +      "source": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "agency": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "database": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "endpoint": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "name",
        +          "agency",
        +          "database",
        +          "endpoint"
        +        ],
        +        "type": "object"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "contract_version",
        +      "source",
        +      "dataset",
        +      "dimension_key",
        +      "data_vintage",
        +      "retrieved_at",
        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
      • addedOutput schema / properties / provenance / description
        Added value: +"Provenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)"
    • Changeduis_list_geo_units2 fields changed
      • addedOutput schema / properties / provenance / anyOf
        Added value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "source": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "source",
        +      "source_url",
        +      "data_vintage",
        +      "retrieved_at",
        +      "retrieval",
        +      "citation",
        +      "license"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "api_version": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "citation": {
        +        "type": "string"
        +      },
        +      "contract_version": {
        +        "const": "1.1",
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "dataset": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "version": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "license": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "terms_url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "verified_at": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "name",
        +          "url",
        +          "terms_url",
        +          "verified_at"
        +        ],
        +        "type": "object"
        +      },
        +      "notices": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "served_from_cache": {
        +        "type": [
        +          "boolean",
        +          "null"
        +        ]
        +      },
        +      "source": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "agency": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "database": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "endpoint": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "name",
        +          "agency",
        +          "database",
        +          "endpoint"
        +        ],
        +        "type": "object"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "contract_version",
        +      "source",
        +      "dataset",
        +      "dimension_key",
        +      "data_vintage",
        +      "retrieved_at",
        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
      • addedOutput schema / properties / provenance / description
        Added value: +"Provenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)"
    • Changeduis_search_indicators2 fields changed
      • addedOutput schema / properties / provenance / anyOf
        Added value: +[
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "citation": {
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "license": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "source": {
        +        "type": "string"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "source",
        +      "source_url",
        +      "data_vintage",
        +      "retrieved_at",
        +      "retrieval",
        +      "citation",
        +      "license"
        +    ],
        +    "type": "object"
        +  },
        +  {
        +    "additionalProperties": false,
        +    "properties": {
        +      "api_version": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "citation": {
        +        "type": "string"
        +      },
        +      "contract_version": {
        +        "const": "1.1",
        +        "type": "string"
        +      },
        +      "data_vintage": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "dataset": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "version": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "version",
        +          "name"
        +        ],
        +        "type": "object"
        +      },
        +      "derivation_note": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "derived": {
        +        "type": "boolean"
        +      },
        +      "dimension_key": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": {
        +              "type": "string"
        +            },
        +            "propertyNames": {
        +              "type": "string"
        +            },
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "field_sources": {
        +        "anyOf": [
        +          {
        +            "items": {
        +              "additionalProperties": false,
        +              "properties": {
        +                "data_vintage": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "dataset_id": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "fields": {
        +                  "items": {
        +                    "type": "string"
        +                  },
        +                  "minItems": 1,
        +                  "type": "array"
        +                },
        +                "retrieved_at": {
        +                  "type": [
        +                    "string",
        +                    "null"
        +                  ]
        +                },
        +                "source_url": {
        +                  "type": "string"
        +                }
        +              },
        +              "required": [
        +                "fields",
        +                "source_url",
        +                "dataset_id",
        +                "data_vintage",
        +                "retrieved_at"
        +              ],
        +              "type": "object"
        +            },
        +            "type": "array"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "license": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "terms_url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "url": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "verified_at": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "name",
        +          "url",
        +          "terms_url",
        +          "verified_at"
        +        ],
        +        "type": "object"
        +      },
        +      "notices": {
        +        "items": {
        +          "type": "string"
        +        },
        +        "type": "array"
        +      },
        +      "retrieval": {
        +        "anyOf": [
        +          {
        +            "additionalProperties": false,
        +            "properties": {
        +              "anomalies": {
        +                "items": {
        +                  "additionalProperties": false,
        +                  "properties": {
        +                    "count": {
        +                      "maximum": 9007199254740991,
        +                      "minimum": 1,
        +                      "type": "integer"
        +                    },
        +                    "kind": {
        +                      "enum": [
        +                        "timeout",
        +                        "network",
        +                        "http_4xx",
        +                        "http_5xx",
        +                        "rate_limited",
        +                        "malformed_body"
        +                      ],
        +                      "type": "string"
        +                    }
        +                  },
        +                  "required": [
        +                    "kind",
        +                    "count"
        +                  ],
        +                  "type": "object"
        +                },
        +                "type": "array"
        +              },
        +              "attempts": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "requests": {
        +                "maximum": 9007199254740991,
        +                "minimum": 1,
        +                "type": "integer"
        +              },
        +              "unstable": {
        +                "type": "boolean"
        +              }
        +            },
        +            "required": [
        +              "requests",
        +              "attempts",
        +              "anomalies",
        +              "unstable"
        +            ],
        +            "type": "object"
        +          },
        +          {
        +            "type": "null"
        +          }
        +        ]
        +      },
        +      "retrieved_at": {
        +        "type": "string"
        +      },
        +      "served_from_cache": {
        +        "type": [
        +          "boolean",
        +          "null"
        +        ]
        +      },
        +      "source": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "agency": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "database": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "endpoint": {
        +            "type": [
        +              "string",
        +              "null"
        +            ]
        +          },
        +          "name": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "name",
        +          "agency",
        +          "database",
        +          "endpoint"
        +        ],
        +        "type": "object"
        +      },
        +      "source_url": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "contract_version",
        +      "source",
        +      "dataset",
        +      "dimension_key",
        +      "data_vintage",
        +      "retrieved_at",
        +      "source_url",
        +      "api_version",
        +      "license",
        +      "citation",
        +      "notices",
        +      "derived",
        +      "derivation_note",
        +      "served_from_cache",
        +      "retrieval",
        +      "field_sources"
        +    ],
        +    "type": "object"
        +  }
        +]
      • addedOutput schema / properties / provenance / description
        Added value: +"Provenance block (contract v1.1). concise (default): source, source_url, data_vintage, retrieved_at, retrieval, citation, license; detailed: the full canonical block (dataset, dimension_key, notices, served_from_cache, ...). retrieval is the origin diagnostic of this call — requests made to the UIS Data API, attempts including retries, anomalies overcome (timeout, network, rate_limited, http_5xx, http_4xx, malformed_body) and unstable (true when anything had to be retried: treat the figures as obtained with difficulty); null when nothing was fetched from the UIS (catalogue or cached answer)"
  4. 5 tool updatesv0.4.0
    • First observedfetch
    • First observedsearch
    • First observeduis_get_data
    • First observeduis_list_geo_units
    • First observeduis_search_indicators

TDQS

A4.2/5.0

Scored across 5 tools

Disambiguation3/5

Two tools—uis_search_indicators and search—both search the same UNESCO UIS indicator catalogue, which creates real overlap. The descriptions do clarify their distinct purposes (indicator codes vs. document ids for Deep Research), but an agent could still misselect between them.

Naming Consistency3/5

Three tools follow a clear uis_verb_noun snake_case pattern (uis_search_indicators, uis_list_geo_units, uis_get_data), while search and fetch are bare verbs. The deviation is intentional due to an external contract, but the set still mixes conventions.

Tool Count5/5

Five tools is well-scoped for the domain: discover indicators, discover geographic codes, retrieve data, and support document retrieval via search/fetch. Each tool has a clear place and the count avoids both bloat and thinness.

Completeness4/5

The surface covers the core data workflow—find indicators, find geo units, get records—plus document retrieval through search and fetch. Minor gaps exist, such as no dedicated indicator metadata endpoint, but agents can work around these using search results and fetch.

Maintenance

ActivityActive
ResponsivenessNo issues

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