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Connect AI agents with MCP, llms.txt and WebMCP

How AI assistants and agents can read public Nola data through the MCP endpoint, the discovery files and WebMCP tools in the browser.

ReferenceChecked against the app on 24 September 2026

AI assistants such as Claude or ChatGPT can look up public Nola information, like a business's services, prices and open slots, and send people to the right booking link. Nola offers three ways in: an MCP server, text files for crawlers, and WebMCP tools in the browser. All of them are read-only and need no key.

The MCP server

Nola runs a Model Context Protocol server at:

https://getnola.co/api/mcp

It speaks JSON-RPC 2.0 over HTTP POST (streamable HTTP transport) and supports initialize, ping, tools/list and tools/call. No authentication is needed. A GET on the same address returns a short summary with the list of tools.

ToolInputReturns
list_providerslimit (optional, max 100)Businesses listed in the public directory, plus demo businesses, with booking links
get_providerslugA published business: name, tagline, city, country, locations, currency and booking link
list_servicesslugActive services that can be booked or inquired about, with duration, price and booking link
check_availabilityserviceId, fromMs, toMs, limit (optional)Bookable slots with start, end and places left. Times are epoch milliseconds
get_pricingserviceIdPrice, currency and duration of one service
search_helpquery, locale (en or et)Matching help guides with links

To add Nola to an MCP client, add a remote server with the URL above. The exact steps depend on the client.

Discovery files

Agents and crawlers look for these files to learn what Nola is and how to use it:

AddressWhat it holds
/.well-known/mcpA manifest: the MCP address, transport, tool names and authentication: none
/llms.txtA plain-text summary of Nola: product pages, current plans and prices, and industry pages
/llms-full.txtA longer index with industry pages, help guides, the MCP address and the REST API
/openapi.jsonThe machine-readable description of the REST API

All addresses are on https://getnola.co.

WebMCP in the browser

In browsers that support WebMCP (navigator.modelContext), every Nola page registers tools that an AI assistant built into the browser can call while you have the site open:

ToolWhat it does
list_industriesLists the industries Nola has pages for, with links
list_plansLists the public pricing plans
search_helpSearches the help guides
list_providersLists businesses in the public directory
get_providerGets one published business by slug
navigateOpens a public page in the current tab, such as /pricing or a booking page

navigate only goes to public pages: marketing pages, help, pricing, sign-up and sign-in, and booking pages. It cannot open the provider app.

Limits

  • Read-only. There are no tools to book, cancel or pay, and no sign-in.
  • Lookups by slug only return published businesses, and service lists only show active services.
  • search_help searches a shorter set of guides than this help center, so some pages here may not show up yet.

Still stuck?

Ask the AI Copilot inside Nola, or send a request to the Nola team. A person answers within one working day.