wapimaji-mcp

# 💧 WapiMaji MCP — Kenya Water & Drought Intelligence <!-- mcp-name: io.github.gabrielmahia/wapimaji-mcp --> [](https://glama.ai/mcp/servers/gabrielmahia/wapimaji-mcp) [](https://smithery.ai/server/@gabrielmahia/wapimaji-mcp) --- **Compatible with `claude-sonnet-5`** (released 2026-06-30) — Anthropic's most agentic Sonnet yet. Runs multi-step tool chains end-to-end without stopping short. Install: `pip install wapimaji-mcp` · Use with any MCP client. --- > MCP server giving AI agents real-time access to Kenya's water stress and drought data — all 47 counties, NDMA drought phase classifications, and SMS alert capability via Africa's Talking. [](LICENSE) [](https://python.org) [](https://modelcontextprotocol.io) ## What it does WapiMaji MCP exposes Kenya drought and water stress data as MCP tools. Any Claude, GPT-4, or MCP-compatible AI agent can now: - Query live drought phase data for any of Kenya's 47 counties - Get water stress indices from NDMA drought monitor - Send SMS alerts to farmers via Africa's Talking when drought levels spike **One-prompt examples:** ``` "What is the current drought phase in Marsabit County?" → Gets NDMA Phase 3 classification + rainfall deficit data "Which counties are in drought emergency right now?" → Returns all counties at Phase 3+ with population affected "SMS these 500 Garissa farmers: drought phase has escalated to 3" → Sends alerts via Africa's Talking across Safaricom + Airtel ``` ## Tools | Tool | Type | Description | |------|------|-------------| | `get_drought_status` | Read-only | Current NDMA drought phase for a county | | `get_county_water_stress` | Read-only | Water stress index, rainfall deficit, river levels | | `get_drought_alerts` | Read-only | All counties at or above a given drought phase | | `sms_drought_alert` | Destructive | Send drought alert SMS via Africa's Talking | ## Install ```bash pip install wapimaji-mcp # or: uvx wapimaji-mcp ``` ## Configure ```json { "mcpServers": { "wapimaji": { "command": "uvx", "args": ["wapimaji-mcp"], "env": { "AT_USERNAME": "your_username", "AT_API_KEY": "your_at_key", "SANDBOX": "true" } } } } ``` ## Data sources - **NDMA** — National Drought Management Authority drought phase classifications - **Kenya Meteorological Department** — rainfall data - **FEWS NET** — Famine Early Warning System food security projections ## Related - [mpesa-mcp](https://pypi.org/project/mpesa-mcp/) — M-Pesa + Africa's Talking MCP server - [WapiMaji](https://wapimaji.streamlit.app) — The Streamlit dashboard version - [gabrielmahia.github.io](https://gabrielmahia.github.io) — Full civic portfolio ## IP & Collaboration © 2026 Gabriel Mahia · [contact@aikungfu.dev](mailto:contact@aikungfu.dev) License: MIT Not affiliated with NDMA or Africa's Talking. ## Data Sources This server draws on open and public domain datasets for drought intelligence: **Open Government Data (Public Domain)** - NASA MODIS NDVI — vegetation index for drought early warning - NOAA CHIRPS — daily rainfall estimates (0.05° resolution) - NASA TRMM — monthly precipitation - USDA FEWS NET — East Africa livelihood zones **Historical Baseline Data (Public Domain)** - East Africa Meteorological Records 1900-1940 (colonial era, PD) - Kew Gardens East Africa Survey 1910 (botanical PD) These are structured in [africa-open-climate-data](https://huggingface.co/datasets/gmahia/africa-open-climate-data) and [east-africa-agricultural-pd](https://huggingface.co/datasets/gmahia/east-africa-agricultural-pd). ## Part of the East Africa Coordination Stack This MCP server is one of 32 tools in the Kenya coordination infrastructure. Connect it to [`africa-coord-bus`](https://github.com/gabrielmahia/africa-coord-bus) — the coordination event bus that routes signals between domains automatically. ```bash pip install africa-coord-bus ``` All 32 servers: [pypi.org/user/gmahia](https://pypi.org/user/gmahia/) Live demo: [coord-cascade-demo](https://github.com/gabrielmahia/coord-cascade-demo) <!-- interconnect:v1 --> ## Part of the East Africa coordination stack - **Install & run:** `pip install reli-cli && reli list` — 33 MCP servers on the [official MCP Registry](https://registry.modelcontextprotocol.io) under `io.github.gabrielmahia` - **Evaluate any model on Swahili agent tasks:** [kipimo](https://github.com/gabrielmahia/kipimo) · [dataset](https://huggingface.co/datasets/gmahia/kipimo) · [leaderboard](https://huggingface.co/spaces/gmahia/kipimo-leaderboard) - **Coordinate across servers:** [africa-coord-bus](https://pypi.org/project/africa-coord-bus/) — offline-first event bus with a built-in Kenya routing table - **Datasets:** [huggingface.co/gmahia](https://huggingface.co/gmahia) · **Docs hub:** [nairobi-stack](https://github.com/gabrielmahia/nairobi-stack) Model-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens. <!-- /interconnect:v1 -->