Usafiri Mcp

io.github.gabrielmahiaPublished by GitHub account gabrielmahiav0.1.12Updated Nov 7, 2026

Kenya transport guides: matatu fares, NTSA services, boda licensing, freight, passenger rights.

VerifiedSTDIODesktop onlyLocation & Lifestyle Business & Commerce

Server details

Identifier: io.github.gabrielmahia/usafiri-mcp
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Sep 16, 2026

Security note

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The registry verified the GitHub account gabrielmahia for this listing. That does not show the account is the product's maker.

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Overview

AI-generated overview

Local MCP server giving an assistant reference information on Kenya transport: matatu routes and fares, NTSA services, boda-boda licensing, freight and…

What you can do: Look up matatu routes and fares
Explain NTSA services and boda-boda licensing requirements
Provide freight logistics and passenger rights guidance
The README states it exposes 5 tools, but the manifest lists none and the README does not name them
When to use it: Useful when you need quick reference answers about Kenyan public transport, licensing or passenger rights while working in an assistant, rather than looking them up manually.
Requirements: Runs as a local process installed from PyPI with pip (Python). No authentication, environment variables or headers are declared. The README also mentions an optional companion event bus package.

Before you install

The README says demo data is labeled DEMO and is not suitable for operational decisions, so verify fares, licensing and rights details against official sources before relying on them. The README also points to a companion coordination bus and other packages; installing those is a separate choice.

Installation

In SourceWeft

Open Usafiri Mcp in the dashboard and add it to a workspace.
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

usafiri-mcp

[usafiri-mcp Glama score]

Install: pip install usafiri-mcp · Use with any MCP client.

MCP server for Kenya transport — matatu routes, NTSA services, boda-boda licensing, freight logistics, and passenger rights. 5 tools.

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.

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 under io.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.

Source: README.md at commit 005a5a0

Tools

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

Version history

v0.1.12LatestNov 7, 2026
v0.1.11Nov 3, 2026
v0.1.10Oct 23, 2026
v0.1.9Oct 21, 2026
v0.1.8Oct 17, 2026
v0.1.7Oct 13, 2026
v0.1.6Sep 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