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wapimaji-mcp
MCP server for Kenya drought and water access — NDMA drought phases, borehole registry, water coverage. 6 tools.
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What's in it
- Data offered docs-verified
- simulated county drought phase (47 counties, synthetic) · simulated list of counties at or above a drought phase · SMS drought alert via Africa's Talking (sandbox returns sent: false) · drought coordination event publish for downstream MCP servers
- Coverage docs-verified
- Kenya, 47 counties (simulated values only)
- Resolution docs-verified
- County level (47 counties), simulated
- Formats llm-inferred
- MCP stdio
- Access llm-inferred
- Open source, MIT licence. Sandbox mode is the default (SANDBOX=true). Live SMS requires Africa's Talking credentials (AT_USERNAME, AT_API_KEY), SANDBOX=false and confirm_send=true.
Useful for
- Use cases llm-inferred
- Prototype Kenya drought-response agent flows against simulated county phases, without using outputs for decisions · Test publishing drought coordination events to downstream water-domain MCP servers in sandbox · Reference pattern for sandbox-first MCP design with explicit confirmation before outbound SMS
- Audience llm-inferred
- MCP server developers · AI agent prototypers · humanitarian and water-sector researchers working on Kenya (prototyping only)
Limitations
- Constraints docs-verified
- Simulated values only, not observations or NDMA data; answers carry a synthetic flag · No real data source integrated; with SANDBOX=false status tools return a not-implemented, unknown-status error · Live aggregate alerts not implemented (explicit error, unknown status) · SMS is simulated by default (sent: false); live send needs SANDBOX=false and confirm_send=true · Provider acceptance does not establish delivery to the recipient · Earlier README versions cited NDMA, KMD, FEWS NET, CHIRPS, MODIS and TRMM; the code never used them · Kenya-only scope; no UK coverage; not affiliated with NDMA or Africa's Talking
- Licence
- MIT
- Authentication
- API key via env: AT_API_KEY (auto-extracted from README)
- GitHub stars
- 1
- Last commit
- 14/10/2026
- Last successful page check
- 14/10/2026
- Page health
- healthy
- Package
- pypi:wapimaji-mcp
- Verification
- Not independently verified
Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.
Provenance & evidence
Tools/install/auth auto-extracted from README; quality score heuristic (stars, recency, tool count, licence).
Metadata observed 16/10/2026 · research sweep: github-search