Reservation Agent
Book · Stay · Discover
Reservation Agent is the web front for an automation and API layer built on top of a rich accommodation directory. It brings together structured property records—names, locations, rates, ratings, and descriptions—and makes them available to trusted applications and AI workflows.
Directory scale
Large catalogue
Hundreds of thousands of listings
Use case
AI ready
Structured grounding for search and recommendations
Access model
Authorised
Authenticated MCP access only
Platform snapshot
Property records
Hotels, lodges, guest houses, B&Bs and more
Commercial context
Rates, quality signals, location structure
Integration model
MCP over Streamable HTTP with token auth
Trusted applications only
There is no public anonymous API to the live dataset. Access is reserved for authorised clients and controlled AI tooling.
What this site does
Behind the scenes, Reservation Agent connects to a large property database so partners and systems can query real accommodation data instead of relying on static copy. This makes the platform suitable for reservation workflows, intelligent search, and booking-adjacent products that need structured supply.
Listings are organised using geographic and commercial signals including countries, provinces, cities, pricing hints, and quality indicators. That structure helps recommendation layers and search tools answer questions like “where should I stay?” with grounded, usable facts.
Capabilities
Names, descriptions, pricing signals, location structure, and rating information aligned for downstream use.
Geographic and commercial metadata help tools produce useful stay suggestions with real context.
Designed to support workflows that need clean accommodation data for enrichment, routing, and reservation handling.
Token-authenticated clients interact with the system through MCP rather than open anonymous access.
For integrators & AI tooling
Trusted clients can connect using the Model Context Protocol over Streamable HTTP. Requests use JSON-RPC with optional SSE support and must be authenticated on every request.
Connection details
Base URL
https://reservationagent.co.za/mcp
Authentication
Authorization: Bearer <token>
Health Check
https://reservationagent.co.za/mcp-health
Protocol notes
Streamable HTTP transport is supported, with JSON-RPC and optional SSE where applicable. This front end does not expose a public anonymous API to the live property dataset.
Hotels, lodges & more
The underlying data model covers traditional hotels, boutique stays, guest houses, B&Bs, safari lodges, and similar bookable properties—unified so search and booking-adjacent products do not need to maintain separate silos per brand or channel.
Traditional hotel inventory with rich metadata for search and recommendation layers.
Smaller hospitality properties structured for consistent discovery and integration.
Independent and lifestyle-led accommodation categories handled in the same model.
Bed and breakfast properties included without needing separate downstream logic.
Lodges and special-stay formats available as part of a unified accommodation layer.
Reservation Agent
Use trusted property records, structured geography, and reservation-ready context through a controlled integration layer designed for modern hospitality products and intelligent systems.