io.github.gabrielmahia/fomu-mcp
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
التثبيت
أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: .cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).
fomu-mcpclaude mcp add fomu-mcp -- uvx fomu-mcp==0.1.9
{
"mcpServers": {
"fomu-mcp": {
"command": "uvx",
"args": [
"fomu-mcp==0.1.9"
]
}
}
}
التوثيق
مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.
المحتويات
fomu-mcp
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 part of 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 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.
Part of the East Africa coordination stack
- Install & run:
pip install reli-cli && reli list— the MCP servers on the official MCP Registry underio.github.gabrielmahia - Evaluate any model on Swahili agent tasks: kipimo · dataset · leaderboard
- Coordinate across servers: africa-coord-bus — offline-first event bus with a built-in Kenya routing table
- Datasets: huggingface.co/gmahia · Docs hub: nairobi-stack
Model-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.
الأسئلة الشائعة
ما هو io.github.gabrielmahia/fomu-mcp؟
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
كيف أثبّت io.github.gabrielmahia/fomu-mcp؟
يعمل على جهازك. في Claude Code: claude mcp add fomu-mcp -- uvx fomu-mcp==0.1.9. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.
هل يحتاج io.github.gabrielmahia/fomu-mcp إلى مفتاح API؟
لا يذكر إدراجه في السجل أي مفتاح أو سر إلزامي. قد تتطلب بعض الميزات حسابًا لدى الخدمة التي يتصل بها.
هل io.github.gabrielmahia/fomu-mcp مفتوح المصدر؟
نعم. شيفرته متاحة على GitHub بترخيص MIT.
من يصون io.github.gabrielmahia/fomu-mcp؟
ينشره gabrielmahia. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.
من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.