Fomu Mcp

io.github.gabrielmahiaPublished by GitHub account gabrielmahiav0.1.11Updated Nov 7, 2026

Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.

VerifiedSTDIODesktop onlyProductivity & WorkflowKnowledge & Memory

Overview

AI-generated overview

Local MCP server that helps an assistant turn a citizen's needs into Kenya government form checklists, draft letters, and process timelines.

What you can do
  • Produce a requirements checklist for a given Kenya government form
  • Draft formal letters such as introduction, reference, complaint, or land inquiry
  • Compare what the user already has against requirements and report gaps and next steps
  • Look up eCitizen portal services and Huduma Centre locations and services by county
  • Sequence several processes into a timeline with estimated completion dates
When to use it
Useful when helping someone in Kenya prepare an application or administrative process and they need to know which documents to bring, where to go, and how long it takes. Also handy for drafting routine formal letters or planning a multi-step sequence of government processes.
Requirements
Runs as a local process installed from PyPI with pip; works with any MCP client. No authentication, environment variables, or headers are declared.
Before you install
The README states that demo data is labeled DEMO and is not suitable for operational decisions, so verify requirements, fees, and locations against official sources before acting. Draft letters are generated text and should be reviewed before sending. The README also points to a separate coordination event bus package, which is not required by this server.

Installation

In SourceWeft

  1. Open Fomu Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

fomu-mcp

[fomu-mcp Glama score]

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.

[PyPI] [License]

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

bash
pip install fomu-mcp

Tools (6)

ToolFunction
form_checklistComplete requirements list for any Kenya government form
form_draft_letterGenerate draft formal letters (introduction, reference, complaint, land inquiry)
form_requirements_checkTell user what they have and what they're missing
ecitizen_guideeCitizen portal service directory
huduma_centre_guideHuduma Centre locations and services by county
form_timeline_plannerSequence multiple processes with estimated completion dates

Example

python
# Check readiness for business registrationawait 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 | [email protected]

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.

bash
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

Model-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.

Source: README.md at commit cce3e2b

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

8
  1. v0.1.11LatestNov 7, 2026
  2. v0.1.10Nov 3, 2026
  3. v0.1.9Oct 23, 2026
  4. v0.1.8Oct 21, 2026
  5. v0.1.7Oct 17, 2026
  6. v0.1.6Oct 13, 2026
  7. v0.1.5Oct 5, 2026
  8. v0.1.4Sep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts