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MCP server for Swahili translation and language grounding (tafsiri = translate)
About
MCP server for Swahili translation and language grounding (tafsiri = translate)
Security Report
5.5
Moderate5.5Moderate Risktafsiri-mcp is a well-designed reference/glossary MCP server with no security vulnerabilities. It has clean code, appropriate read-only permissions, minimal dependencies, and all operations are safe dictionary lookups on static data. The server correctly marks itself as DEMO and provides no authentication (appropriate for a public glossary tool), with all data hardcoded and no external network calls. Supply chain analysis found 5 known vulnerabilities in dependencies (1 critical, 3 high severity). Package verification found 1 issue.
5 files analyzed · 7 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
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How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-gabrielmahia-tafsiri-mcp": {
"args": [
"tafsiri-mcp"
],
"command": "uvx"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
tafsiri-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 tafsiri-mcp · Use with any MCP client.
Kenya translation infrastructure via MCP — Swahili/English glossary, Kikuyu guide, Luo guide, official document terms, language detection, civic terminology. 6 tools.
1st world equivalent: DeepL, Google Translate API, Masakhane
Install
pip install tafsiri-mcp
Tools (6)
| Tool | Description |
|---|---|
swahili_english_glossary | Swahili-English civic and government glossary |
kikuyu_language_guide | Kikuyu (Gĩkũyũ) language basics and resources |
luo_language_guide | Luo (Dholuo) language basics and resources |
official_document_glossary | Kenya official document terminology and costs |
language_detection_guide | Language detection and translation resources for Kenya |
civic_terminology_swahili | Swahili translations of Kenya civic and legal processes |
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.
Part of the East Africa coordination stack
- Install & run:
pip install reli-cli && reli list— 33 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.
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