Dock AI

Dock AI MCP

MCP server for Dock AI - discover MCP endpoints for real-world entities.

What is this?

Dock AI is a registry that maps businesses to their MCP connectors. This MCP server allows AI agents to discover which MCP servers can interact with a given entity (restaurant, hotel, salon, etc.) by querying the Dock AI registry.

Hosted Version

Use the hosted version at https://connect.dockai.co/mcp - no installation required.

{

"mcpServers": { "dock-ai": { "url": "https://connect.dockai.co/mcp" } } }

Self-Hosting

Deploy to Vercel

Run locally

# Using uvx

uvx dock-ai-mcp

Or install and run

pip install dock-ai-mcp dock-ai-mcp

The server starts on http://0.0.0.0:8080/mcp.

Tools

resolve_domain

Check if an MCP connector exists for a business domain.

Input:

• domain (string): The business domain to resolve (e.g., "example-restaurant.com")

Output:

{

"domain": "example-restaurant.com", "entities": [ { "name": "Example Restaurant", "path": null, "location": { "city": "Paris", "country": "FR" }, "mcps": [ { "provider": "booking-provider", "endpoint": "https://mcp.booking-provider.com", "entity_id": "entity-123", "capabilities": ["reservations", "availability"], "verification": { "level": 2, "method": "dual_attestation" } } ] } ], "claude_desktop_config": { "mcpServers": { "booking-provider": { "url": "https://mcp.booking-provider.com/mcp" } } } }

Examples

Example 1: Restaurant Reservation

User: "Book a table at Gloria Osteria Paris"

Agent: [searches web for "Gloria Osteria Paris official website"] -> Finds domain: gloria-osteria.com [calls resolve_domain("gloria-osteria.com")] -> Gets MCP endpoint for SevenRooms -> Connects to the MCP server -> Books the table

Example 2: Hotel Booking

User: "I need a room at The Hoxton in London"

Agent: [searches web for "The Hoxton London website"] -> Finds domain: thehoxton.com [calls resolve_domain("thehoxton.com")] -> Gets MCP endpoints for available booking providers -> Uses the MCP to check availability and book

Example 3: Business with No MCP Yet

User: "Book at Le Paris Paris restaurant"

Agent: [calls resolve_domain("leparisparis.fr")] -> Response shows pending_providers: [{ "provider": "thefork", ... }] -> Informs user: "This restaurant uses TheFork for reservations, but TheFork hasn't published an MCP connector yet. You can book directly on TheFork's website."

Support

• Documentation: dockai.co/docs
• Issues: GitHub Issues
• Email: support@dockai.co

Privacy

This MCP server queries the Dock AI registry API to resolve domains. No user data is collected or stored. See our Privacy Policy.

License

MIT