fomu-mcp
<!-- mcp-name: io.github.gabrielmahia/fomu-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 fomu-mcp · Use with any MCP client.
Kenya civic form agent via MCP — turns citizen needs into government form checklists, draft applications, and timeline plans.
Fomu (Swahili for "form")
Why This Exists
"Form Agent: turns messy user answers into applications, checklists, letters."
— East Africa AI Infrastructure Schematic
Kenya's government processes are documented but navigating them requires knowing what to look for.
fomu-mcp encodes the institutional knowledge: what to bring, where to go, how long it takes, what to pay.
Install
pip install fomu-mcp
Tools (6)
| Tool | Function |
|---|---|
form_checklist | Complete requirements list for any Kenya government form |
form_draft_letter | Generate draft formal letters (introduction, reference, complaint, land inquiry) |
form_requirements_check | Tell user what they have and what they're missing |
ecitizen_guide | eCitizen portal service directory |
huduma_centre_guide | Huduma Centre locations and services by county |
form_timeline_planner | Sequence multiple processes with estimated completion dates |
Example
# Check readiness for business registration
await call_tool("form_requirements_check", {
"form_type": "business_registration",
"user_has": ["national ID", "KRA PIN", "passport photo"]
})
# Returns: missing items + completeness % + next step
Part of AI-KungFU East Africa Coordination Infrastructure
Part of the SII Stack — the Form Agent layer in the 7-agent type framework: Research · Form · Verification · Translation · Financial · Market · Escalation
→ sii-stack → The Nairobi Stack
License
MIT © Gabriel Mahia | contact@aikungfu.dev
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 —
the coordination event bus that routes signals between domains automatically.
pip install africa-coord-bus
All 32 servers: pypi.org/user/gmahia Live demo: coord-cascade-demo
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. Security reports: see SECURITY.md.