Server data from the Official MCP Registry
MCP server for Swahili translation and language grounding (tafsiri = translate)
About
MCP server for Swahili translation and language grounding (tafsiri = translate)
Security Report
tafsiri-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.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
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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