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Humanitarian Data Exchange vs foresight-engine

Humanitarian Data Exchange is an MCP server published by dividor. Marketplaces we read that list it: 1 (Docker MCP Catalog). foresight-engine is a plugin bundle for AI coding tools published by isanthoshgandhi. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-14. 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 Exchangeforesight-engine
Docker MCP Catalog Listed
Version: sha256:4fc4363ac407
Forks (GitHub): 3
Pulls (Docker Hub): 12 392
Stars (Docker Hub): 0
Stars (GitHub): 7
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Not listed Listed
Version: 2.2.0
Forks (GitHub): 0
Stars (GitHub): 1
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 foresight-engine
FactHumanitarian Data Exchangeforesight-engine
Marketplaces that list it11
Stars (GitHub) (differs)7 (better)1 (worse)
Pulls (Docker Hub) (differs)12 392No figure on Docker Hub
Forks (GitHub) (differs)3 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/hdx)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)29Not published
Environment variables it asks for (differs)1, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle2
LicenceMITMIT
Repository (differs)github.com/dividor/hdx-mcpgithub.com/isanthoshgandhi/foresight-engine
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.

foresight-engine

In its own words, on Claude Code: claude-plugins-community:

Strategic intelligence plugin for Claude Code. Give it any real-world forecasting question and it produces a structured four-scenario analysis (Probable, Plausible, Possible, Preferable) backed by live web signals, historical analogues, and deterministic probability scoring. Built on IFTF foresight methodology: STEEEP framework, Futures Cone, Cross-Impact Analysis, and Backcasting. Two-layer architecture: Python handles all deterministic arithmetic; Claude handles web search, reasoning, and scenario writing.

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)

foresight-engine As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install foresight-engine@claude-community

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

Tools each declares

The marketplaces of foresight-engine publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of foresight-engine publish no settings it asks for, so we do not compare settings.

What it can do: Humanitarian Data Exchange · What it can do: foresight-engine · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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