usafiri-mcp
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.
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.
Metadata
Release files for usafiri-mcp 0.1.9
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| usafiri_mcp-0.1.9.tar.gz | 8.4 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| usafiri_mcp-0.1.9-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 15.8 kB
Release files / usafiri_mcp-0.1.9.tar.gz
| Download URL | usafiri_mcp-0.1.9.tar.gz |
|---|---|
| Size | 8.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Transparency logRelease files / usafiri_mcp-0.1.9-py3-none-any.whl
| Download URL | usafiri_mcp-0.1.9-py3-none-any.whl |
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| Size | 7.3 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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PyPI Publish Attestation
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Transparency logSecurity for usafiri-mcp 0.1.9
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Attestation for usafiri_mcp-0.1.9.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 21, 2026.
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