gabrielmahia/gabrielmahia

Gabriel Mahia — building decision infrastructure for under-resourced institutions # Gabriel Mahia ### Decision Infrastructure for East Africa --- > *Kenyan diaspora engineer building coordination infrastructure for East Africa — reducing opacity, enabling coordination, amplifying agency in under-resourced systems.* --- ## The Positioning **When 300 Kimi agent swarms show up in Nairobi, the tool layer is already ready.** Agent swarms are useful in proportion to the quality of their domain tools. The 30-server East Africa coordination stack is the structured API layer that makes AI agents actually work for Kenya's institutional landscape — not web-searched guesses, structured tool calls. --- ## Protocol Implementations for East Africa | Protocol | Repo | Status | |----------|------|--------| | MCP (Model Context Protocol) | mpesa-mcp | 🟢 PyPI | | A2A (Agent-to-Agent) | kenya-a2a | 🟢 Live | | Google ADK | kenya-adk | 🟢 Live | --- ## 30 MCP Servers — Complete Coordination Infrastructure ### Economic Layer (10) | Server | Domain | PyPI | |--------|--------|------| | mpesa-mcp | M-PESA mobile payments | ✅ | | mkopo-mcp | Credit scoring | ✅ | | bima-mcp | Insurance | ✅ | | soko-mcp | Commodity markets | ✅ | | sifa-mcp | Reputation/trust | ✅ | | remit-mcp | Remittance corridors | ✅ | | kra-mcp | Tax compliance (≈ TurboTax) | ✅ | | faida-mcp | Capital markets (≈ Fidelity) | ✅ | | familia-mcp | Family law & inheritance (≈ LegalZoom) | ✅ | | diaspora-mcp | Full diaspora lifecycle | ✅ | ### Physical Infrastructure (4) | Server | Domain | PyPI | |--------|--------|------| | wapimaji-mcp | Drought & water | ✅ | | nishati-mcp | Energy / KPLC | ✅ | | usafiri-mcp | Transport / NTSA | ✅ | | ardhi-mcp | Land administration | ✅ | ### Social Infrastructure (9) | Server | Domain | PyPI | |--------|--------|------| | afya-mcp | Health / NHIF | ✅ | | afya-ya-akili-mcp | Mental health (≈ BetterHelp) | ✅ | | elimu-mcp | Education / HELB | ✅ | | kazi-mcp | Labor market | ✅ | | haki-ya-kazi-mcp | Labour rights (≈ ACAS) | ✅ | | kilimo-mcp | Precision …