mcp · Global

kenya-climate-agent

Reasoning Over Earth Engine: An AI Agent for Kenya's Climate Risk

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What's in it

Data offered docs-verified: flood (Sentinel-1 SAR) · rainfall (CHIRPS) · elevation (SRTM) · population exposure per county (WorldPop) · transparent weighted county risk score · Kenyan climate document retrieval with sources
Coverage docs-verified: Kenya (all 47 counties)
Access docs-verified: Free Earth Engine tier (EE_PROJECT_ID plus earthengine authenticate) and an optional Google Gemini API key (GOOGLE_API_KEY); without keys it runs in fallback mode. Source code MIT per docs (ENTRY says Other).

Useful for

Use cases llm-inferred: County-level flood exposure screening for Kenya using Sentinel-1 SAR flood data combined with WorldPop population · Rainfall (CHIRPS) and elevation (SRTM) context for a Kenyan drainage or civils scoping note · Ranked county climate-risk brief with cited Kenyan source documents
Audience llm-inferred: climate risk consultants · hydrologists · GIS analysts · development planners

Limitations

Constraints llm-inferred: Scope is Kenya only per docs, so not applicable to UK projects (ENTRY regions says Global) · County boundaries are a Voronoi approximation, not official geometry · Fallback mode returns deterministic placeholder values, not real measurements · Live results need Earth Engine authentication and a Gemini API key · Decision-support only, not an emergency-response system · Replica of a pattern, not Google's gated Geospatial Reasoning agent · Requires Python 3.11+ and a local install · ENTRY licence is Other while docs state MIT for source code; knowledge-base documents keep their own licences · ENTRY lists no tools; tool names here come from the DOCS architecture diagram (wrapped names rejoined) and argument names are not documented

Licence: Other
Authentication: API key via env: GOOGLE_API_KEY (auto-extracted from README)
GitHub stars: 5
Last commit: 20/06/2026
Last successful page check: 14/10/2026
Page health: healthy
Package: Not recorded
Verification: Not independently verified

Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.

Provenance & evidence

Geospatial deep dive (Glama/Smithery/GitHub). Tools/install/auth auto-extracted from README.

Metadata observed 15/10/2026 · research sweep: geo-deep-dive (geo-deep-dive:github-search-geo)