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Humanitarian Data Exchange vs Korea Data Suite

Humanitarian Data Exchange is an MCP server published by dividor. Marketplaces we read that list it: 1 (Docker MCP Catalog). Korea Data Suite is an MCP server published by choiyounggi. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceHumanitarian Data ExchangeKorea Data Suite
Docker MCP Catalog Listed
Version: sha256:4fc4363ac407
Forks (GitHub): 3
Pulls (Docker Hub): 12 450
Stars (Docker Hub): 0
Stars (GitHub): 7
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.1
Downloads/month (PyPI): 70
Downloads/week (PyPI): 24
Forks (GitHub): 0
Stars (GitHub): 2
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Humanitarian Data Exchange vs Korea Data Suite
FactHumanitarian Data ExchangeKorea Data Suite
Marketplaces that list it11
Stars (GitHub) (differs)7 (better)2 (worse)
Pulls (Docker Hub) (differs)12 450No figure on Docker Hub
Forks (GitHub) (differs)3 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/hdx)On your machine (korea-data-mcp)
Transportstdiostdio
Tools it declares (differs)29Not published
Environment variables it asks for (differs)1, secrets among them: 12, secrets among them: 1
Licence (differs)MITNot stated
Repository (differs)github.com/dividor/hdx-mcpgithub.com/choiyounggi/korea-data-suite
Changes in the last 7 days00
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Humanitarian Data Exchange

In its own words, on Docker MCP Catalog:

HDX MCP Server provides access to humanitarian data through the Humanitarian Data Exchange (HDX) API - https://data.humdata.org/hapi. This server offers 33 specialized tools for retrieving humanitarian information including affected populations (refugees, IDPs, returnees), baseline demographics, food security indicators, conflict data, funding information, and operational presence across hundreds of countries and territories. See repository for instructions on getting a free HDX_APP_INDENTIFIER for access.

Korea Data Suite

In its own words, on Official MCP Registry:

Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools.

How to run each

Humanitarian Data Exchange As a local MCP server: Docker image

Claude Code
claude mcp add --env "HDX_APP_IDENTIFIER=<YOUR_HDX_APP_IDENTIFIER>" --transport stdio hdx -- docker run -i --rm -e HDX_APP_IDENTIFIER mcp/hdx

Requires: HDX_APP_IDENTIFIER (secret)

Korea Data Suite As a local MCP server: PyPI package

Claude Code
claude mcp add --env "KDS_API_KEY=<YOUR_KDS_API_KEY>" --transport stdio korea-data-mcp -- uvx korea-data-mcp

Requires: KDS_API_KEY (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of Korea Data Suite publish no list of tools, so we do not compare tools.

Settings each asks for

Only Humanitarian Data Exchange asks for

  • HDX_APP_IDENTIFIER (secret)

Only Korea Data Suite asks for

  • KDS_API_BASE
  • KDS_API_KEY (secret)

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Humanitarian Data Exchange · What it can do: Korea Data Suite · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built