io.github.gabrielmahia/afya-mcp
MCP server for health-service coordination in East Africa (afya = health)
Open source Open in the app JSON README (API)
About
MCP server for health-service coordination in East Africa (afya = health)
Details
- Kind
- MCP servers
- Topic
- Government & public data
- Publisher
- gabrielmahia
- Origin
- official
- Category
- ferramentas
- Transport
- local
- Version
- 0.1.3
- Last push
- 2026-07-18T23:29:18Z
- Repository state
- ativo
- Language
- Python
- License
- MIT
- Added
- 2026-08-29 03:02:48
- Updated
- 2026-08-29 03:02:48
- Origin id
io.github.gabrielmahia/afya-mcp
README
# afya-mcp <!-- mcp-name: io.github.gabrielmahia/afya-mcp --> [](https://glama.ai/mcp/servers/gabrielmahia/afya-mcp) [](https://smithery.ai/server/@gabrielmahia/afya-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 afya-mcp` · Use with any MCP client. --- MCP server for Kenya health system navigation — NHIF coverage, facility finder, maternal health, CHW support, and essential medicines. 6 tools. ## Part of the East Africa Coordination Stack This MCP server is one of 32 tools in the Kenya coordination infrastructure. It connects to [`africa-coord-bus`](https://github.com/gabrielmahia/africa-coord-bus) — the coordination event bus that routes signals between domains automatically. When this server detects a threshold condition, the bus notifies: - `bima-mcp` — parametric insurance evaluation - `kilimo-mcp` — agricultural advisory - `afya-mcp` — health surveillance activation - `county-mcp` — county office alert ```python pip install africa-coord-bus ``` All servers: [pypi.org/user/gmahia](https://pypi.org/user/gmahia/) ## AI Architecture: Health Domain RAG Medical AI requires grounding — ungrounded responses in health contexts cause real harm. Use this server as a **RAG entry point**, not a standalone health oracle. **Research basis:** - *RAG Best Practices for Medical Domain* (2026): RAG outperforms chain-of-thought on complex medical reasoning and is more interpretable — critical in clinical contexts. - *AfricaNLP 2025/2026*: Only 4 African languages (incl. Swahili) have consistent NLP support. Healthcare is identified as the highest-priority domain needing accurate, grounded AI — and the one with the most critical data gaps. - *Multilingual NLP for African Healthcare* (AfricaNLP 2025): Bias and translation errors persist specifically in African health AI contexts. **Appropriate use:** ✅ Health facility navigation, NHIF coverage lookup, community health worker support ✅ Health information grounded in verified Kenya health system data ✅ Triage to appropriate care level ❌ Diagnosis, prescription, or clinical decision-making (human-in-the-loop required) ## IP & Collaboration MIT licensed. Feedback via GitHub Issues only — pull requests are not accepted. Demo data is labeled DEMO and is not suitable for operational decisions. Full policy: [docs/architecture/IP_POLICY.md](docs/architecture/IP_POLICY.md). Security reports: see [SECURITY.md](SECURITY.md). <!-- 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 -->