LangChain unhcr refugees mcp server unhcr_get_population
How to: LangChain unhcr refugees mcp server unhcr_get_population
Add unhcr refugees mcp server to LangChain
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01
Open pip install langchain-mcp-adapters and merge this in. Keep any servers already there.
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"unhcr-refugees-mcp-server": {
"transport": "streamable_http",
"url": "https://unhcr-refugees.caseyjhand.com/mcp",
}
})
tools = await client.get_tools()
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02
Save the file and restart LangChain.
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03
Ask for something unhcr_get_population does. LangChain lists the server's tools on connect and calls unhcr_get_population itself — you do not invoke it by name.
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04
If nothing happens, check the server is running and that unhcr refugees mcp server's identifier in your config matches the one above exactly.
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs
Set these first
unhcr refugees mcp server will not start until these are set, so unhcr_get_population never becomes available.
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UNHCR_REQUESTS_PER_SECOND -
UNHCR_MAX_ROWS -
UNHCR_CACHE_MAX_MB -
UNHCR_DATASET_TTL_SECONDS -
UNHCR_DATAFRAME_DROP_ENABLED -
MCP_LOG_LEVEL
Same tool, other clients
This list was read from the server itself, by connecting to it and calling tools/list on 4 October 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.