rukuma-dev
OfficialClick on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@rukuma-devsearch for articles about Cloudflare"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
rukuma.dev — Agentic Website
An agentic website built entirely on Cloudflare's free tier ($0/month).
What's Live
URL | What | Status |
Home page (static site) | ✅ | |
Blog listing page | ✅ | |
AI-powered semantic search UI | ✅ | |
Stateless MCP server (4 tools) | ✅ | |
LLM documentation index | ✅ | |
Agent-friendly robots.txt | ✅ | |
XML sitemap | ✅ | |
Web manifest | ✅ | |
Health check | ✅ | |
List all pages (JSON) | ✅ | |
Get page detail (JSON) | ✅ | |
Semantic search (POST) | ✅ | |
AI agent visit analytics | ✅ | |
Markdown for agents | ✅ | |
JSON for agents | ✅ |
Related MCP server: mcp-rag-server
Stack
Worker: Single Cloudflare Worker (the 1 allowed on free plan)
D1: Content storage (pages, analytics, agent visits) — 5GB free
KV: Edge caching (page cache, API response cache)
Vectorize: Semantic search index (1024-dim bge-m3 embeddings)
Workers AI: Embedding generation (bge-m3) — 10K Neurons/day free
Static Assets: HTML/CSS/JS served from the Worker
MCP Tools
The /mcp endpoint exposes 4 tools for AI agents:
search(query, limit?) — Semantic search across all content
read_page(slug) — Get full markdown of any page
list_pages(category?) — List all available pages
site_info() — Site metadata and capabilities
Cron Jobs
Schedule | Purpose |
| Re-index content → Vectorize embeddings |
| Cleanup old analytics (>30 days) |
Deploy
export CLOUDFLARE_API_TOKEN="your-token"
# Apply D1 migrations
npx wrangler d1 migrations apply rukuma-dev-db --remote
# Seed content
python3 seed.py
# Index content into Vectorize
python3 index_content.py
# Deploy Worker
npx wrangler deployProject Structure
rukuma-dev/
├── wrangler.jsonc # Worker configuration
├── tsconfig.json # TypeScript config
├── src/
│ └── worker.ts # Main Worker (API + MCP + static serving)
├── public/ # Static Assets
│ ├── index.html # Home page
│ ├── blog/
│ │ └── index.html # Blog listing
│ ├── search/
│ │ └── index.html # Search UI
│ ├── css/
│ │ └── style.css # Site styling
│ └── js/
│ ├── app.js # Home page JS
│ ├── blog.js # Blog page JS
│ └── search.js # Search page JS
├── migrations/
│ └── 0001_init.sql # D1 schema
├── seed.py # D1 content seeder
├── index_content.py # Vectorize indexer
└── README.mdCost: $0/month
Everything runs within Cloudflare's free tier limits.
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