tafsiri-mcp

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

→ The Nairobi Stack

License

MIT © Gabriel Mahia | [e-mail]

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 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.