Discover MCP endpoints for real-world entities by resolving business domains.
MCP server for Dock AI - discover MCP endpoints for real-world entities.
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.
Use the hosted version at https://connect.dockai.co/mcp - no installation required.
{
"mcpServers": {
"dock-ai": {
"url": "https://connect.dockai.co/mcp"
}
}
}# Using uvx
uvx dock-ai-mcp
# Or install and run
pip install dock-ai-mcp
dock-ai-mcpThe server starts on http://0.0.0.0:8080/mcp.
resolve_domainCheck 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" }
}
}
}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 tableUser: "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 bookUser: "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."This MCP server queries the Dock AI registry API to resolve domains. No user data is collected or stored. See our Privacy Policy.
MIT