Server definition
- Hash
- sha256:2399a114a7f27b435dd74005928e1464ce63b15004a3540e5bc2f95941e5da3e
- What it is
- What a remote MCP server returned when asked what it offers: 5 tools
The blob, as servednamed by its sha256
{
"instructions": "Statistics from the UNESCO Institute for Statistics (UIS) via the official Data API: education (enrolment, completion, literacy, spending), science/R&D (SDG 9.5), culture (SDG 11.4) and communication indicators, by country or region and year. The UIS is worded in British statistical English; uis_search_indicators resolves everyday and US wording to it (enrollment→enrolment, spending→expenditure, preschool→pre-primary, university→tertiary) and reports the translation. Typical flow: uis_search_indicators to find an indicator code, uis_list_geo_units for country/region codes, then uis_get_data with year filters. `search`/`fetch` implement the ChatGPT Deep Research contract over the same catalogue (ids `ind:<code>`) — prefer the uis_* tools when they are available. Do not use this server for statistics not published by the UIS (e.g. labour, health, trade, GDP).",
"tools": [
{
"description": "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.\n\nCompanion 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.\nThe `uis_*` tools remain the tools for data queries.\n\nBehavior: read-only and idempotent — a live GET against the public source when the document needs it.",
"inputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"id": {
"description": "Identifier of a document returned by `search`",
"type": "string"
}
},
"required": [
"id"
],
"type": "object"
},
"name": "fetch",
"outputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"attribution": {
"items": {
"type": "string"
},
"type": "array"
},
"id": {
"description": "Unique identifier of the document on this server; what `fetch` takes",
"minLength": 1,
"type": "string"
},
"metadata": {
"additionalProperties": {},
"description": "Additional key/value pairs about the document (kind, source, period…)",
"propertyNames": {
"type": "string"
},
"type": "object"
},
"provenance": {
"anyOf": [
{
"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"
}
],
"description": "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)"
},
"text": {
"description": "Full readable content of the document (Markdown)",
"type": "string"
},
"title": {
"description": "Human-readable title of the document",
"type": "string"
},
"url": {
"description": "Canonical public URL of the document — ChatGPT's citation depends on it",
"type": "string"
}
},
"required": [
"id",
"title",
"text",
"url",
"provenance",
"attribution"
],
"type": "object"
}
},
{
"description": "Searches 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 and returns up to 10 matching documents as { id, title, url }, ordered by relevance (an empty list means nothing matched).\n\nThis tool exists for the OpenAI Deep Research contract: ChatGPT deep research, company knowledge and research workflows over the Responses API require exactly the tools `search` and `fetch`. Pass one of the returned ids to `fetch` to read the document.\nFor direct questions and for data (values, series, rankings) prefer the `uis_*` tools, which return the actual data with provenance — this is a catalog index, not a data query.\n\nQuery: natural language or keywords, Portuguese or English; accents and case are ignored.\n\nBehavior: read-only and idempotent — the catalog comes from the public source and is cached in memory.",
"inputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"query": {
"description": "Search terms, natural language or keywords (accents and case are ignored)",
"type": "string"
}
},
"required": [
"query"
],
"type": "object"
},
"name": "search",
"outputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"attribution": {
"items": {
"type": "string"
},
"type": "array"
},
"provenance": {
"anyOf": [
{
"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"
}
],
"description": "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)"
},
"results": {
"description": "Matching documents, in relevance order",
"items": {
"additionalProperties": false,
"properties": {
"id": {
"description": "Unique identifier of the document on this server; what `fetch` takes",
"minLength": 1,
"type": "string"
},
"title": {
"description": "Human-readable title of the document",
"type": "string"
},
"url": {
"description": "Canonical public URL of the document — ChatGPT's citation depends on it",
"type": "string"
}
},
"required": [
"id",
"title",
"url"
],
"type": "object"
},
"type": "array"
}
},
"required": [
"results",
"provenance",
"attribution"
],
"type": "object"
}
},
{
"description": "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.",
"inputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"end_year": {
"description": "Last year, e.g. 2024",
"maximum": 2100,
"minimum": 1900,
"type": "integer"
},
"geo_units": {
"description": "Geo unit codes from uis_list_geo_units (e.g. [\"BRA\",\"ARG\"]); omit for all",
"items": {
"minLength": 1,
"type": "string"
},
"minItems": 1,
"type": "array"
},
"include_footnotes": {
"description": "Include per-record footnotes (source notes); default false",
"type": "boolean"
},
"indicators": {
"description": "Indicator codes from uis_search_indicators (e.g. [\"CR.1\"])",
"items": {
"minLength": 1,
"type": "string"
},
"maxItems": 25,
"minItems": 1,
"type": "array"
},
"provenance_mode": {
"description": "Provenance verbosity: 'concise' (default — source, url, vintage, retrieval date, citation, license) or 'detailed' (full canonical block with dataset, dimension key and notices)",
"enum": [
"concise",
"detailed"
],
"type": "string"
},
"start_year": {
"description": "First year, e.g. 2015",
"maximum": 2100,
"minimum": 1900,
"type": "integer"
}
},
"required": [
"indicators"
],
"type": "object"
},
"name": "uis_get_data",
"outputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": {},
"properties": {
"attribution": {
"items": {
"type": "string"
},
"type": "array"
},
"columns": {
"items": {
"type": "string"
},
"type": "array"
},
"provenance": {
"anyOf": [
{
"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"
}
],
"description": "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)"
},
"rows": {
"items": {
"additionalProperties": {},
"propertyNames": {
"type": "string"
},
"type": "object"
},
"type": "array"
},
"rows_count": {
"type": "number"
}
},
"required": [
"columns",
"rows_count",
"rows",
"provenance",
"attribution"
],
"type": "object"
}
},
{
"description": "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.",
"inputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"limit": {
"description": "Maximum results (default 100)",
"maximum": 500,
"minimum": 1,
"type": "integer"
},
"offset": {
"description": "Results to skip, for pagination (default 0)",
"maximum": 9007199254740991,
"minimum": 0,
"type": "integer"
},
"provenance_mode": {
"description": "Provenance verbosity: 'concise' (default — source, url, vintage, retrieval date, citation, license) or 'detailed' (full canonical block with dataset, dimension key and notices)",
"enum": [
"concise",
"detailed"
],
"type": "string"
},
"search": {
"description": "Case-insensitive filter on name, or exact code (e.g. \"BRA\")",
"minLength": 1,
"type": "string"
},
"type": {
"description": "Only countries (NATIONAL) or only regional aggregates",
"enum": [
"NATIONAL",
"REGIONAL"
],
"type": "string"
}
},
"type": "object"
},
"name": "uis_list_geo_units",
"outputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": {},
"properties": {
"attribution": {
"items": {
"type": "string"
},
"type": "array"
},
"geo_units": {
"items": {
"additionalProperties": false,
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"type": {
"type": "string"
}
},
"required": [
"id",
"name",
"type"
],
"type": "object"
},
"type": "array"
},
"has_more": {
"type": "boolean"
},
"next_offset": {
"type": "number"
},
"offset": {
"type": "number"
},
"provenance": {
"anyOf": [
{
"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"
}
],
"description": "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)"
},
"showing": {
"type": "number"
},
"total_matches": {
"type": "number"
}
},
"required": [
"total_matches",
"showing",
"offset",
"has_more",
"geo_units",
"provenance",
"attribution"
],
"type": "object"
}
},
{
"description": "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.",
"inputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"limit": {
"description": "Maximum results (default 20)",
"maximum": 100,
"minimum": 1,
"type": "integer"
},
"offset": {
"description": "Results to skip, for pagination (default 0)",
"maximum": 9007199254740991,
"minimum": 0,
"type": "integer"
},
"provenance_mode": {
"description": "Provenance verbosity: 'concise' (default — source, url, vintage, retrieval date, citation, license) or 'detailed' (full canonical block with dataset, dimension key and notices)",
"enum": [
"concise",
"detailed"
],
"type": "string"
},
"query": {
"description": "Keywords, matched against indicator name and code, AND between terms (e.g. \"literacy rate youth\")",
"minLength": 1,
"type": "string"
},
"theme": {
"description": "Restrict to one UIS theme",
"enum": [
"EDUCATION",
"SCIENCE_TECHNOLOGY_INNOVATION",
"CULTURE",
"DEMOGRAPHIC_SOCIOECONOMIC"
],
"type": "string"
}
},
"required": [
"query"
],
"type": "object"
},
"name": "uis_search_indicators",
"outputSchema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": {},
"properties": {
"attribution": {
"items": {
"type": "string"
},
"type": "array"
},
"has_more": {
"type": "boolean"
},
"hint": {
"type": "string"
},
"indicators": {
"items": {
"additionalProperties": false,
"properties": {
"code": {
"type": "string"
},
"geo_types": {
"type": [
"string",
"null"
]
},
"last_data_update": {
"type": [
"string",
"null"
]
},
"name": {
"type": "string"
},
"records": {
"type": [
"number",
"null"
]
},
"theme": {
"type": "string"
},
"years": {
"type": [
"string",
"null"
]
}
},
"required": [
"code",
"name",
"theme",
"last_data_update",
"records",
"years",
"geo_types"
],
"type": "object"
},
"type": "array"
},
"next_offset": {
"type": "number"
},
"offset": {
"type": "number"
},
"provenance": {
"anyOf": [
{
"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"
}
],
"description": "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)"
},
"showing": {
"type": "number"
},
"total_matches": {
"type": "number"
},
"vocabulary_notes": {
"items": {
"type": "string"
},
"type": "array"
}
},
"required": [
"total_matches",
"showing",
"offset",
"has_more",
"indicators",
"provenance",
"attribution"
],
"type": "object"
}
}
]
}Verify it yourself
curl -s https://api.teppi.xyz/v1/evidence/sha256:2399a114a7f27b435dd74005928e1464ce63b15004a3540e5bc2f95941e5da3e | sha256sum