{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rsvascbxv7ty","handle":"unesco-mcp","url":"https://wellknown.network/agents/unesco-mcp","links":{"self":"https://wellknown.network/agents/unesco-mcp/record.json","html":"https://wellknown.network/agents/unesco-mcp","markdown":"https://wellknown.network/agents/unesco-mcp/record.md","api":"https://wellknown.network/api/v1/agents/unesco-mcp","status":"https://wellknown.network/api/v1/agents/unesco-mcp/status","claim":"https://wellknown.network/agents/unesco-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/unesco-mcp/claim.json","badge":"https://wellknown.network/agents/unesco-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:unesco-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"unesco-mcp","summary":"Model Context Protocol (MCP) server for UNESCO UIS data.","description":"[![codecov](https://codecov.io/gh/lpicci96/unesco-mcp/graph/badge.svg?token=G4HJPSNA0E)](https://codecov.io/gh/lpicci96/unesco-mcp)\n[![PyPI](https://img.shields.io/pypi/v/unesco-mcp)](https://pypi.org/project/unesco-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/unesco-mcp)](https://pypi.org/project/unesco-mcp/)\n\n# unesco-mcp\n\nA [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server for UNESCO Institute for Statistics (UIS) data.\nBring the [UIS Data Browser](https://databrowser.uis.unesco.org/browser) \ninto any MCP-compatible client (Claude Desktop, Claude Code, Cursor, Windsurf, etc.).\n\n## What it does\n\nThis server connects AI assistants to the [UIS API](https://api.uis.unesco.org/api/public/documentation/), enabling them \nto search indicators, retrieve data values, compare countries, and explore available breakdowns — all through natural conversation. \nData is cached locally in SQLite for fast indicator discovery, while live API calls fetch the actual data values.\n\n## Available tools\n\n### Discovery\n\n| Tool | Description |\n|------|-------------|\n| `list_themes` | List all UNESCO data themes (education, science, culture, etc.) |\n| `list_disaggregation_types` | List available data breakdowns (by sex, age, education level, etc.) |\n| `get_disaggregation_values` | Get specific values for a breakdown type (e.g. \"Male\", \"Female\" for SEX) |\n| `search_indicators` | Search indicators by text query and structured filters |\n| `count_indicators` | Count indicators matching filters, with year range support |\n| `get_indicator_metadata` | Get full definition, methodology, and data sources for an indicator |\n| `get_indicator_summary` | Quick overview of multiple indicators from local cache |\n\n### Geography\n\n| Tool | Description |\n|------|-------------|\n| `search_geo_units` | Search countries and regions by name or ISO3 code, with grouping disambiguation |\n\n### Data retrieval\n\n| Tool | Description |\n|------|-------------|\n| `get_latest_value` | Get a singl…","publisher":{"name":"Luca Picci","url":null},"homepage":"https://github.com/lpicci96/unesco-mcp","repository":"https://github.com/lpicci96/unesco-mcp/blob/main/CHANGELOG.md","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["api","mcp","uis","unesco"],"pricing":null,"endpoints":[{"url":"pypi:unesco-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":0.768,"provenance":"derived"}],"categories":["data"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"unesco-mcp","registry":"pypi","observedAt":"2026-09-10T14:24:45.078Z","publishedAt":"2026-05-04T13:01:41.060339Z","latestVersion":"0.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"unesco-mcp","url":"https://pypi.org/project/unesco-mcp/","firstSeenAt":"2026-09-10T14:23:53.330Z","fetchedAt":"2026-09-10T14:23:53.330Z","normalizedAt":"2026-09-10T14:23:53.330Z"}]},"firstSeenAt":"2026-09-10T14:23:53.330Z","updatedAt":"2026-09-10T14:24:45.078Z"}