Listing: Kenya civic decision tools — parliamentary, budget, water, crop data

## Tools to consider for listing

A set of open-source civic tools built on Kenya's public data that might be relevant for openAFRICA:

### Parliamentary accountability
**[Macho ya Wananchi](https://macho-ya-wananchi.streamlit.app)** — MP attendance records, CDF utilisation, and bill status for Kenya's 13th Parliament. Data: Mzalendo, Parliament of Kenya. [GitHub](https://github.com/gabrielmahia/civic-decoder) (Apache 2.0)

### County government
**[Hesabu](https://hesabu.streamlit.app)** — County budget execution data for 46 counties. Reveals which counties are spending development budgets and which are sitting on unspent allocations. Data: Controller of Budget quarterly reports. [GitHub](https://github.com/gabrielmahia/budget-sentinel) (Apache 2.0)

### Agriculture and food security
**[JuaMazao](https://juamazao.streamlit.app)** — WFP live crop prices from 226 Kenyan markets. Spike alerts when prices exceed 20% above 12-month average. [GitHub](https://github.com/gabrielmahia/mazao-intel) (Apache 2.0)

### Water and drought
**[WapiMaji](https://wapimaji.streamlit.app)** — Drought and water stress monitoring for all 47 counties. SMS alert pipeline for farmers (pending shortcode registration). Data: NDMA. [GitHub](https://github.com/gabrielmahia/openresilience) (Apache 2.0)

### Civic rights
**[Jibu](https://jibuyangu.streamlit.app)** — AI civic rights assistant grounded in the Constitution of Kenya 2010. Answers in Kiswahili and English. [GitHub](https://github.com/gabrielmahia/jibu) (Apache 2.0)

All tools are free, no login required, work on 3G, and are open source under Apache 2.0.

**Full portfolio:** https://gabrielmahia.github.io | contact@aikungfu.dev