# GuestGraph (guestgraph.io)

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

- Atlas card: https://inite.ai/en/atlas/guestgraph.io
- Site: https://guestgraph.io
- For: Hotels whose guest data is scattered across property management, booking, point-of-sale, wifi and review systems.
- Categories: commerce
- Use 0/100 · alive 100/100

## 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

## Price

Not read yet.

## For developers

- API docs: https://guestgraph.io/api
- MCP server: io.guestgraph/mental-model (namespace; open on 2026-10-24, 14 tools)
- Read 2026-10-24

## MCP server, measured daily

Server: https://mcp.guestgraph.io/mcp, checked every day since 2026-10-24 (5 checks).

- Answered: measuring, 5 daily checks so far
- Median first answer: 516 ms
- Sign-in: none
- Context its tool definitions take: about 2894 tokens (14 tools)
- Tool definitions: A, 93/100
- Failing "params_described": 6 of 14 tools
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-24

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Source: INITE Atlas, https://inite.ai/en/atlas/guestgraph.io. JSON: https://inite.ai/api/atlas/guestgraph.io. MCP: https://inite.ai/api/mcp (atlas_lookup).