The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Unhcr listing page.
UNHCR Refugee Data Finder MCP (keyless).
Part of Pipeworx — an MCP gateway connecting AI agents to 1476+ live data sources.
| Tool | Description |
|---|---|
population | Forcibly displaced & stateless persons by year and country: refugees, asylum_seekers, idps (internally displaced), returned_refugees, returned_idps, stateless, others. Filter by coo (country of origin) and/or coa (country of asylum). coo_all/coa_all=true breaks the totals DOWN by that dimension (one row per origin or asylum country). NOTE: coo/coa take UNHCR's 3-letter code (e.g. Germany='GFR', not ISO3 'DEU') — resolve with list_countries first. |
asylum_applications | Asylum applications lodged, by year, country of origin (coo) and country of asylum (coa). Rows carry procedure_type, app_type, dec_level and the applied count; response.total.applied is the aggregate. coo/coa take UNHCR 3-letter codes (see list_countries). |
asylum_decisions | Decisions on asylum claims, by year, country of origin (coo) and country of asylum (coa). Each row breaks out dec_recognized, dec_other, dec_rejected, dec_closed and dec_total; response.total aggregates the same fields. coo/coa take UNHCR 3-letter codes (see list_countries). |
list_countries | Reference list of countries/territories UNHCR tracks. Use this to map a country name to the code you pass as coo/coa in the other tools. Each item has: code (UNHCR 3-letter, USE THIS for filtering), iso (true ISO3), iso2, name, region, majorArea. Paginated — large list, raise limit or page through (response.maxPages). |
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
tools/list at https://gateway.pipeworx.io/unhcr/mcp returns the tools in the table
above plus the shared Pipeworx meta-tools — ask_pipeworx,
discover_tools, search_within, remember/recall and the rest of the
gateway-wide set. So the tool count you see is larger than this table: a
single-pack endpoint currently lists roughly 30 shared tools alongside the
pack's own. The connection's initialize response states its exact scope, and
is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a
scoped connection answer a question this pack does not cover — via
ask_pipeworx, which routes across the whole catalog — without you adding a
second MCP server. There is currently no way to mount a pack endpoint without
them; if the extra schemas cost you more context than the routing is worth,
connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
Both URLs reach the same gateway and the same 1476+ data sources. The
only difference is which pack's tools are listed directly; ask_pipeworx
reaches all of them from either one.
Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:
The gateway picks the right tool and fills the arguments automatically.
MIT