MCP server

Worldpop

io.github.pipeworx-io/worldpop

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

WorldPop 100 m gridded population estimates from the University of Southampton — total population…

Website Source

At a glance

Type

MCP server

Publisher

pipeworx.io (verified by the MCP Registry)

Status

Working at last check

Tools

45

Token cost

About 26,998 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http worldpop https://gateway.pipeworx.io/worldpop/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.worldpop]
url = "https://gateway.pipeworx.io/worldpop/mcp"

Gemini CLI

{"mcpServers":{"worldpop":{"httpUrl":"https://gateway.pipeworx.io/worldpop/mcp"}}}

Cursor

{"mcpServers":{"worldpop":{"url":"https://gateway.pipeworx.io/worldpop/mcp"}}}

VS Code

{"servers":{"worldpop":{"type":"http","url":"https://gateway.pipeworx.io/worldpop/mcp"}}}

Antigravity

agy mcp add worldpop https://gateway.pipeworx.io/worldpop/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"worldpop","server_url":"https://gateway.pipeworx.io/worldpop/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"worldpop","server_url":"https://gateway.pipeworx.io/worldpop/mcp"}

Tools

• worldpop_datasets ~120 tokens
  List the WorldPop datasets and services the stats API exposes — which population surfaces (total counts, age/sex structures) can be summed over a polygon, with the description of what each covers. Keyless. Call this before worldpop_stats_polygon if you need something other than total population.
• worldpop_stats_polygon ~419 tokens
  Total population inside any polygon you draw, from WorldPop 100 m gridded population estimates (University of Southampton), for any year 2000-2020. Pass a GeoJSON Polygon or MultiPolygon in WGS84 and get the summed population count back. AUTHORITATIVE for "how many people live inside this boundary"
• worldpop_task_status ~156 tokens
  Check or collect a WorldPop stats job by its task id. WorldPop runs polygon statistics asynchronously; pass the taskid returned by worldpop_stats_polygon (with runasync) to get the state and, once finished, the population result. Keyless.

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