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GuestGraph

Resolves a hotel's scattered guest records into one explainable profile per person, with merges that can be audited and reversed.

Actively maintained

At a glanceswept Oct 22, 2026

not read yet

Use

For
Hotels whose guest data is scattered across property management, booking, point-of-sale, wifi and review systems.
Activity
Actively maintainedrelease 6 days ago · site updated 13 days ago
Runs as
API
Used for
  • resolve one guest's records from several hotel systems into one profile
  • explain why a guest profile holds what it holds
  • undo a guest merge that was wrongly made
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (1 in the registry)public registry →
How a program reaches itfound, not claimed · read Oct 24, 2026
  • MCP serverio.guestgraph/mental-modelverified in the MCP registry
  • Stateanswers, 14 toolschecked 2026-10-24
  • Address to connectmcp.guestgraph.io/mcp
  • API docsguestgraph.io/apithe vendor's page ↗

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Commerceby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

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Questions this page answers
  • What is GuestGraph?

    Resolves a hotel's scattered guest records into one explainable profile per person, with merges that can be audited and reversed. It is listed in the Atlas under Commerce.

  • Who is GuestGraph for?

    Hotels whose guest data is scattered across property management, booking, point-of-sale, wifi and review systems.

  • Do people use GuestGraph?

    Little sign of use.

  • Is GuestGraph still maintained?

    Actively maintained: release 6 days ago · site updated 13 days ago.

  • What are alternatives to GuestGraph?

    In Commerce, by use: Luxury Lodging Host, Hotely, Datafiniti, Roomnexa, Laksana, Spwig E-Commerce.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk