toMCP

Turn any website into an MCP server

Quick start

Put tomcp.org/ in front of any URL:

https://tomcp.org/docs.stripe.com

That address is an MCP server. Add it to your client, or paste the URL at tomcp.org instead.

Why toMCP?

specific APIs often cause AI hallucinations, and web searching is unreliable. This tool lets you serve your documentation as an MCP server, giving the AI direct access to the clear context it needs without manual copy-pasting.

Standard web_fetch tools dump raw HTML into your AI's context—navbars, scripts, footers, and noise. toMCP runs pages through a readability parser and converts to clean markdown, using a fraction of the tokens.

Persistent Documentation Context

AI assistants hallucinate API details when they lack documentation. MCP Resources are pinned as permanent, read-only context—the model won't skip or forget them. Ideal for framework docs, API references, and internal team docs.

web_fetch vs MCP Resources

Demo

Supported AI Tools

• Cursor - ~/.cursor/mcp.json
• Claude Desktop - ~/.claude/claude_desktop_config.json
• Windsurf - ~/.codeium/windsurf/mcp_config.json
• VS Code - .vscode/mcp.json
• Cline - ~/.cline/mcp_settings.json

How It Works

MCP Config

1. Visit tomcp.org
2. Enter any website URL
3. Select your AI tool
4. Copy the generated MCP config
5. Add it to your tool's config file
6. Restart your AI tool

Chat

1. Visit tomcp.org
2. Paste any website URL
3. Click "Start Chat"
4. Ask questions about the website's content

Example Config

{
  "mcpServers": {
    "docs-stripe-com": {
      "url": "https://tomcp.org/docs.stripe.com"
    }
  }
}

Chat API

curl -X POST https://tomcp.org/chat \
  -H "Content-Type: application/json" \
  -d '{"url": "docs.stripe.com", "message": "How do I create a payment intent?"}'

AI Models

Free Models (No API Key Required)

These models are available for everyone with no setup:

• Llama 3.1 8B (Meta) - Default model, fast and capable
• Hermes 2 Pro (NousResearch) - Great for reasoning
• Mistral 7B (Mistral) - Efficient instruction-following
• Gemma 7B LoRA (Google) - Lightweight and fast

paid Models (API Key Required)

Add your Cloudflare Workers AI API key to unlock these models:

• Llama 3.3 70B (Meta) - Most powerful Llama model
• DeepSeek R1 32B (DeepSeek) - Advanced reasoning
• Mistral Large (Mistral) - Enterprise-grade
• Gemma 3 12B (Google) - Latest Gemma
• GPT OSS 120B/20B (OpenAI) - Open-source GPT variants

Adding Your API Key

You can add your own Cloudflare Workers AI API key to:

1. Unlock all paid models - Access larger, more capable models
2. Bypass rate limits - No daily request limits
3. Use your own quota - Charges go to your Cloudflare account

How to Get an API Key

1. Go to Cloudflare Workers AI
2. Create an API token with Workers AI permissions
3. Copy the token

How to Add Your Key

1. Start a chat session on tomcp.org
2. Below the chat input, you'll see "Add API key from Cloudflare Workers AI"
3. Paste your API key and click "Save"
4. paid models will now be unlocked in the dropdown

Where Is the API Key Stored?

• Your API key is stored locally in your browser using localStorage
• Key name: tomcp_api_key
• The key is sent with each chat request but never stored on our servers
• You can remove it anytime by clicking "Remove" in the API key section

How It Works (Technical)

Model Fetching

The available models are fetched dynamically from the Cloudflare Workers AI API:

1. Frontend calls GET /models endpoint on page load
2. Worker fetches models from api.cloudflare.com/client/v4/accounts/{id}/ai/models/search
3. Models are filtered to "Text Generation" tasks and cached for 5 minutes
4. Frontend displays free models as enabled, paid models as disabled (until API key is added)

Chat Flow

1. User enters a URL and starts chatting
2. Worker fetches the static HTML and converts it to clean Markdown (JavaScript is not executed, so SPAs or dynamically-loaded content won't be captured)
3. Content is sent to the selected AI model with the user's message
4. Response is returned to the user

Rate Limiting

Without an API key:

• 5 requests per IP per day

With your API key:

• No rate limits (uses your Cloudflare account quota)

Tech Stack

• Frontend: Vanilla HTML/CSS/JS with Tailwind CSS
• Backend: Cloudflare Workers
• AI: Cloudflare Workers AI (multiple models)

Features

• Works with any public URL
• No setup required - just paste the config
• Free forever - powered by Cloudflare Workers
• Chat with any website using AI
• Side-by-side MCP Config + Chat interface
• Multiple AI models - Choose from Llama, Mistral, Gemma, and more
• Bring your own API key - Unlock paid models and bypass rate limits

License

Apache 2.0