gabrielmahia/tafsiri-mcp

Kenya translation infrastructure via MCP — Swahili/English glossary, Kikuyu guide, Luo guide, official documen L5 # 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 ```bash 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 | 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. ```bash pip install africa-coord-bus ``` All 32 servers: pypi.org 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:** …