UNESCO UIS — Education, Science & Culture Statistics (provenance-first)
UNESCO UIS statistics (education, science, culture) with full provenance and fixed releases.
我該用這個嗎
品質與安全性
A
根據工具定義與協定合規性的自動化分析。
上下文成本
~7,866Token（工具定義）
~16.6 KB典型回應大小
顯著的注意力影響（128k 上下文的 6.15%）
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"uis-mcp-server": {
"command": "npx",
"args": [
"uis-mcp-server"
]
}
}
}可執行的套件
npmuis-mcp-server
1.2.2stdio遠端端點
https://uis.sidneybissoli.com/mcpstreamable-http它能做什麼
工具清單
工具（5）
🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢uis_search_indicators(query, theme, limit, offset, provenance_mode)
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.
輸入結構描述
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"description": "Keywords, matched against indicator name and code, AND between terms (e.g. \"literacy rate youth\")"
},
"theme": {
"description": "Restrict to one UIS theme",
"type": "string",
"enum": [
"EDUCATION",
"SCIENCE_TECHNOLOGY_INNOVATION",
"CULTURE",
"DEMOGRAPHIC_SOCIOECONOMIC"
]
},
"limit": {
"description": "Maximum results (default 20)",
"type": "integer",
"minimum": 1,
"maximum": 100
},
"offset": {
"description": "Results to skip, for pagination (default 0)",
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"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)",
"type": "string",
"enum": [
"concise",
"detailed"
]
}
},
"required": [
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"total_matches": {
"type": "number"
},
"showing": {
"type": "number"
},
"offset": {
"type": "number"
},
"has_more": {
"type": "boolean"
},
"next_offset": {
"type": "number"
},
"vocabulary_notes": {
"type": "array",
"items": {
"type": "string"
}
},
"hint": {
"type": "string"
},
"indicators": {
"type": "array",
"items": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"name": {
"type": "string"
},
"theme": {
"type": "string"
},
"last_data_update": {
"type": [
"string",
"null"
]
},
"records": {
"type": [
"number",
"null"
]
},
"years": {
"type": [
"string",
"null"
]
},
"geo_types": {
"type": [
"string",
"null"
]
}
},
"required": [
"code",
"name",
"theme",
"last_data_update",
"records",
"years",
"geo_types"
],
"additionalProperties": false
}
},
"provenance": {
"anyOf": [
{
"type": "object",
"properties": {
"source": {
"type": "string"
},
"source_url": {
"type": "string"
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"citation": {
"type": "string"
},
"license": {
"type": [
"string",
"null"
]
}
},
"required": [
"source",
"source_url",
"data_vintage",
"retrieved_at",
"retrieval",
"citation",
"license"
],
"additionalProperties": false
},
{
"type": "object",
"properties": {
"contract_version": {
"type": "string",
"const": "1.1"
},
"source": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"agency": {
"type": [
"string",
"null"
]
},
"database": {
"type": [
"string",
"null"
]
},
"endpoint": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"agency",
"database",
"endpoint"
],
"additionalProperties": false
},
"dataset": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"version": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"version",
"name"
],
"additionalProperties": false
},
"dimension_key": {
"anyOf": [
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"source_url": {
"type": "string"
},
"api_version": {
"type": [
"string",
"null"
]
},
"license": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
},
"url": {
"type": [
"string",
"null"
]
},
"terms_url": {
"type": [
"string",
"null"
]
},
"verified_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"name",
"url",
"terms_url",
"verified_at"
],
"additionalProperties": false
},
"citation": {
"type": "string"
},
"notices": {
"type": "array",
"items": {
"type": "string"
}
},
"derived": {
"type": "boolean"
},
"derivation_note": {
"type": [
"string",
"null"
]
},
"served_from_cache": {
"type": [
"boolean",
"null"
]
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"field_sources": {
"anyOf": [
{
"type": "array",
"items": {
"type": "object",
"properties": {
"fields": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
},
"source_url": {
"type": "string"
},
"dataset_id": {
"type": [
"string",
"null"
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"fields",
"source_url",
"dataset_id",
"data_vintage",
"retrieved_at"
],
"additionalProperties": false
}
},
{
"type": "null"
}
]
}
},
"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"
],
"additionalProperties": false
}
],
"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)"
},
"attribution": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"total_matches",
"showing",
"offset",
"has_more",
"indicators",
"provenance",
"attribution"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": {}
}🟢uis_list_geo_units(search, type, limit, offset, provenance_mode)
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.
輸入結構描述
{
"type": "object",
"properties": {
"search": {
"description": "Case-insensitive filter on name, or exact code (e.g. \"BRA\")",
"type": "string",
"minLength": 1
},
"type": {
"description": "Only countries (NATIONAL) or only regional aggregates",
"type": "string",
"enum": [
"NATIONAL",
"REGIONAL"
]
},
"limit": {
"description": "Maximum results (default 100)",
"type": "integer",
"minimum": 1,
"maximum": 500
},
"offset": {
"description": "Results to skip, for pagination (default 0)",
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"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)",
"type": "string",
"enum": [
"concise",
"detailed"
]
}
},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"total_matches": {
"type": "number"
},
"showing": {
"type": "number"
},
"offset": {
"type": "number"
},
"has_more": {
"type": "boolean"
},
"next_offset": {
"type": "number"
},
"geo_units": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"type": {
"type": "string"
}
},
"required": [
"id",
"name",
"type"
],
"additionalProperties": false
}
},
"provenance": {
"anyOf": [
{
"type": "object",
"properties": {
"source": {
"type": "string"
},
"source_url": {
"type": "string"
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"citation": {
"type": "string"
},
"license": {
"type": [
"string",
"null"
]
}
},
"required": [
"source",
"source_url",
"data_vintage",
"retrieved_at",
"retrieval",
"citation",
"license"
],
"additionalProperties": false
},
{
"type": "object",
"properties": {
"contract_version": {
"type": "string",
"const": "1.1"
},
"source": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"agency": {
"type": [
"string",
"null"
]
},
"database": {
"type": [
"string",
"null"
]
},
"endpoint": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"agency",
"database",
"endpoint"
],
"additionalProperties": false
},
"dataset": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"version": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"version",
"name"
],
"additionalProperties": false
},
"dimension_key": {
"anyOf": [
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"source_url": {
"type": "string"
},
"api_version": {
"type": [
"string",
"null"
]
},
"license": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
},
"url": {
"type": [
"string",
"null"
]
},
"terms_url": {
"type": [
"string",
"null"
]
},
"verified_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"name",
"url",
"terms_url",
"verified_at"
],
"additionalProperties": false
},
"citation": {
"type": "string"
},
"notices": {
"type": "array",
"items": {
"type": "string"
}
},
"derived": {
"type": "boolean"
},
"derivation_note": {
"type": [
"string",
"null"
]
},
"served_from_cache": {
"type": [
"boolean",
"null"
]
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"field_sources": {
"anyOf": [
{
"type": "array",
"items": {
"type": "object",
"properties": {
"fields": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
},
"source_url": {
"type": "string"
},
"dataset_id": {
"type": [
"string",
"null"
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"fields",
"source_url",
"dataset_id",
"data_vintage",
"retrieved_at"
],
"additionalProperties": false
}
},
{
"type": "null"
}
]
}
},
"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"
],
"additionalProperties": false
}
],
"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)"
},
"attribution": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"total_matches",
"showing",
"offset",
"has_more",
"geo_units",
"provenance",
"attribution"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": {}
}🟢uis_get_data(indicators, geo_units, start_year, end_year, include_footnotes, ...)
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.
輸入結構描述
{
"type": "object",
"properties": {
"indicators": {
"minItems": 1,
"maxItems": 25,
"type": "array",
"items": {
"type": "string",
"minLength": 1
},
"description": "Indicator codes from uis_search_indicators (e.g. [\"CR.1\"])"
},
"geo_units": {
"description": "Geo unit codes from uis_list_geo_units (e.g. [\"BRA\",\"ARG\"]); omit for all",
"minItems": 1,
"type": "array",
"items": {
"type": "string",
"minLength": 1
}
},
"start_year": {
"description": "First year, e.g. 2015",
"type": "integer",
"minimum": 1900,
"maximum": 2100
},
"end_year": {
"description": "Last year, e.g. 2024",
"type": "integer",
"minimum": 1900,
"maximum": 2100
},
"include_footnotes": {
"description": "Include per-record footnotes (source notes); default false",
"type": "boolean"
},
"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)",
"type": "string",
"enum": [
"concise",
"detailed"
]
}
},
"required": [
"indicators"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}輸出結構描述
{
"type": "object",
"properties": {
"columns": {
"type": "array",
"items": {
"type": "string"
}
},
"rows_count": {
"type": "number"
},
"rows": {
"type": "array",
"items": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
},
"provenance": {
"anyOf": [
{
"type": "object",
"properties": {
"source": {
"type": "string"
},
"source_url": {
"type": "string"
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"citation": {
"type": "string"
},
"license": {
"type": [
"string",
"null"
]
}
},
"required": [
"source",
"source_url",
"data_vintage",
"retrieved_at",
"retrieval",
"citation",
"license"
],
"additionalProperties": false
},
{
"type": "object",
"properties": {
"contract_version": {
"type": "string",
"const": "1.1"
},
"source": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"agency": {
"type": [
"string",
"null"
]
},
"database": {
"type": [
"string",
"null"
]
},
"endpoint": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"agency",
"database",
"endpoint"
],
"additionalProperties": false
},
"dataset": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"version": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"version",
"name"
],
"additionalProperties": false
},
"dimension_key": {
"anyOf": [
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"source_url": {
"type": "string"
},
"api_version": {
"type": [
"string",
"null"
]
},
"license": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
},
"url": {
"type": [
"string",
"null"
]
},
"terms_url": {
"type": [
"string",
"null"
]
},
"verified_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"name",
"url",
"terms_url",
"verified_at"
],
"additionalProperties": false
},
"citation": {
"type": "string"
},
"notices": {
"type": "array",
"items": {
"type": "string"
}
},
"derived": {
"type": "boolean"
},
"derivation_note": {
"type": [
"string",
"null"
]
},
"served_from_cache": {
"type": [
"boolean",
"null"
]
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"field_sources": {
"anyOf": [
{
"type": "array",
"items": {
"type": "object",
"properties": {
"fields": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
},
"source_url": {
"type": "string"
},
"dataset_id": {
"type": [
"string",
"null"
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"fields",
"source_url",
"dataset_id",
"data_vintage",
"retrieved_at"
],
"additionalProperties": false
}
},
{
"type": "null"
}
]
}
},
"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"
],
"additionalProperties": false
}
],
"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)"
},
"attribution": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"columns",
"rows_count",
"rows",
"provenance",
"attribution"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": {}
}🟢search(query)
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). This 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. For 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. Query: natural language or keywords, Portuguese or English; accents and case are ignored. Behavior: read-only and idempotent — the catalog comes from the public source and is cached in memory.
輸入結構描述
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Search terms, natural language or keywords (accents and case are ignored)"
}
},
"required": [
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}輸出結構描述
{
"type": "object",
"properties": {
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"minLength": 1,
"description": "Unique identifier of the document on this server; what `fetch` takes"
},
"title": {
"type": "string",
"description": "Human-readable title of the document"
},
"url": {
"type": "string",
"description": "Canonical public URL of the document — ChatGPT's citation depends on it"
}
},
"required": [
"id",
"title",
"url"
],
"additionalProperties": false
},
"description": "Matching documents, in relevance order"
},
"provenance": {
"anyOf": [
{
"type": "object",
"properties": {
"source": {
"type": "string"
},
"source_url": {
"type": "string"
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"citation": {
"type": "string"
},
"license": {
"type": [
"string",
"null"
]
}
},
"required": [
"source",
"source_url",
"data_vintage",
"retrieved_at",
"retrieval",
"citation",
"license"
],
"additionalProperties": false
},
{
"type": "object",
"properties": {
"contract_version": {
"type": "string",
"const": "1.1"
},
"source": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"agency": {
"type": [
"string",
"null"
]
},
"database": {
"type": [
"string",
"null"
]
},
"endpoint": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"agency",
"database",
"endpoint"
],
"additionalProperties": false
},
"dataset": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"version": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"version",
"name"
],
"additionalProperties": false
},
"dimension_key": {
"anyOf": [
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"source_url": {
"type": "string"
},
"api_version": {
"type": [
"string",
"null"
]
},
"license": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
},
"url": {
"type": [
"string",
"null"
]
},
"terms_url": {
"type": [
"string",
"null"
]
},
"verified_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"name",
"url",
"terms_url",
"verified_at"
],
"additionalProperties": false
},
"citation": {
"type": "string"
},
"notices": {
"type": "array",
"items": {
"type": "string"
}
},
"derived": {
"type": "boolean"
},
"derivation_note": {
"type": [
"string",
"null"
]
},
"served_from_cache": {
"type": [
"boolean",
"null"
]
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"field_sources": {
"anyOf": [
{
"type": "array",
"items": {
"type": "object",
"properties": {
"fields": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
},
"source_url": {
"type": "string"
},
"dataset_id": {
"type": [
"string",
"null"
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"fields",
"source_url",
"dataset_id",
"data_vintage",
"retrieved_at"
],
"additionalProperties": false
}
},
{
"type": "null"
}
]
}
},
"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"
],
"additionalProperties": false
}
],
"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)"
},
"attribution": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"results",
"provenance",
"attribution"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢fetch(id)
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.
輸入結構描述
{
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Identifier of a document returned by `search`"
}
},
"required": [
"id"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}輸出結構描述
{
"type": "object",
"properties": {
"id": {
"type": "string",
"minLength": 1,
"description": "Unique identifier of the document on this server; what `fetch` takes"
},
"title": {
"type": "string",
"description": "Human-readable title of the document"
},
"text": {
"type": "string",
"description": "Full readable content of the document (Markdown)"
},
"url": {
"type": "string",
"description": "Canonical public URL of the document — ChatGPT's citation depends on it"
},
"metadata": {
"description": "Additional key/value pairs about the document (kind, source, period…)",
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"provenance": {
"anyOf": [
{
"type": "object",
"properties": {
"source": {
"type": "string"
},
"source_url": {
"type": "string"
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"citation": {
"type": "string"
},
"license": {
"type": [
"string",
"null"
]
}
},
"required": [
"source",
"source_url",
"data_vintage",
"retrieved_at",
"retrieval",
"citation",
"license"
],
"additionalProperties": false
},
{
"type": "object",
"properties": {
"contract_version": {
"type": "string",
"const": "1.1"
},
"source": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"agency": {
"type": [
"string",
"null"
]
},
"database": {
"type": [
"string",
"null"
]
},
"endpoint": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"agency",
"database",
"endpoint"
],
"additionalProperties": false
},
"dataset": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"version": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"version",
"name"
],
"additionalProperties": false
},
"dimension_key": {
"anyOf": [
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": "string"
},
"source_url": {
"type": "string"
},
"api_version": {
"type": [
"string",
"null"
]
},
"license": {
"type": "object",
"properties": {
"id": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
},
"url": {
"type": [
"string",
"null"
]
},
"terms_url": {
"type": [
"string",
"null"
]
},
"verified_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"name",
"url",
"terms_url",
"verified_at"
],
"additionalProperties": false
},
"citation": {
"type": "string"
},
"notices": {
"type": "array",
"items": {
"type": "string"
}
},
"derived": {
"type": "boolean"
},
"derivation_note": {
"type": [
"string",
"null"
]
},
"served_from_cache": {
"type": [
"boolean",
"null"
]
},
"retrieval": {
"anyOf": [
{
"type": "object",
"properties": {
"requests": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"attempts": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
},
"anomalies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"timeout",
"network",
"http_4xx",
"http_5xx",
"rate_limited",
"malformed_body"
]
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 9007199254740991
}
},
"required": [
"kind",
"count"
],
"additionalProperties": false
}
},
"unstable": {
"type": "boolean"
}
},
"required": [
"requests",
"attempts",
"anomalies",
"unstable"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"field_sources": {
"anyOf": [
{
"type": "array",
"items": {
"type": "object",
"properties": {
"fields": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
},
"source_url": {
"type": "string"
},
"dataset_id": {
"type": [
"string",
"null"
]
},
"data_vintage": {
"type": [
"string",
"null"
]
},
"retrieved_at": {
"type": [
"string",
"null"
]
}
},
"required": [
"fields",
"source_url",
"dataset_id",
"data_vintage",
"retrieved_at"
],
"additionalProperties": false
}
},
{
"type": "null"
}
]
}
},
"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"
],
"additionalProperties": false
}
],
"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)"
},
"attribution": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"id",
"title",
"text",
"url",
"provenance",
"attribution"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}社群
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