Nyuchi Docs MCP Server

nyuchi-docs

Nyuchi engineering documentation — how things are done at Nyuchi, and how to use the Mzizi tools from a Nyuchi project. Published at docs.nyuchi.com.

This repo is a pnpm workspace with these packages:

Companion site

bundu-labs/bundu-docs covers the Bundu Foundation's outward-facing projects — the Mzizi product, the Ubuntu doctrine, and the Bundu brand system. It installs nyuchi-docs-search from npm and points at the nyuchi-docs-mcp worker.

Sections (site/src/content/docs/)

• platform/ — the product guide for the Nyuchi platform.
• api/ — API Docs: the /v1 gateway, WorkOS authentication, console-managed API keys, security, and the product namespaces.
• analytics/ — dashboards, reports, and connecting data sources.
• kweli/ — Mukoko Kweli product guides: verification, cross-app how-to, open data, data quality, design system.
• mukoko-weather/ — Mukoko Weather user guide and stations.
• integrations/ — connectors, webhooks, and the docs MCP server.
• identity/ — WorkOS, identity.nyuchi.com, SSO, JWTs.
• console/ — the Nyuchi Console at platform.nyuchi.com.
• mzizi-tools/ — mzizi-mcp, mzizi-sdk, mzizi-skills.
• deployment/ — Cloudflare, Vercel, and Supabase deployment patterns.
• conventions/ — PR doctrine, commit doctrine, repo-naming rules.

Develop

pnpm install
pnpm dev            # site only
pnpm -r build       # all packages
pnpm -r test        # all packages

Site dev server: http://localhost:4321. Content lives in site/src/content/docs/; the sidebar is configured in site/astro.config.mjs.

Search + Ask AI

The search modal opens with ⌘K / Ctrl+K. The Ask AI tab streams answers from shamwari-docs-ai (Cloudflare Worker) with retrieval-grounded citations. To enable it locally, copy site/.env.example to site/.env:

cp site/.env.example site/.env
# .env:
# PUBLIC_SHAMWARI_AI_URL=https://shamwari-docs-ai.nyuchi.workers.dev

Deploy

Both workers in this repo deploy via Cloudflare Workers Builds — the Cloudflare GitHub App is connected to nyuchi/nyuchi-docs with one trigger per worker (root directory points at the worker package). No GitHub Actions deploy workflow, no CLOUDFLARE_API_TOKEN repo secret.

• nyuchi-docs (site) — root site/, ships as a Cloudflare Worker with Workers Static Assets. Live at https://nyuchi-docs.nyuchi.workers.dev. Custom domain docs.nyuchi.com is attached via the Workers custom-domain API in a separate cutover step (apex still points at the legacy Mintlify-on-Vercel deployment until then).
• shamwari-docs-ai — root shamwari-docs-ai/, thin proxy in front of Cloudflare AI Search. Live at https://shamwari-docs-ai.nyuchi.workers.dev. See shamwari-docs-ai/README.md for the per-corpus AI Search instance setup (managed via REST API).
• nyuchi-docs-mcp — root nyuchi-docs-mcp-worker/, the docs MCP server. Live at https://nyuchi-docs-mcp.nyuchi.workers.dev and routed from docs.nyuchi.com/mcp*. Needs its own Workers Builds trigger (root directory nyuchi-docs-mcp-worker/).

Why pnpm workspace

The search package (nyuchi-docs-search) is consumed by both nyuchi-docs (this repo, via workspace:*) and bundu-docs (separate repo, via the npm registry). Keeping it in the same workspace as the docs site means local changes to the search UI are picked up instantly during pnpm dev, while the published package is a single pnpm publish away.