32 tools. 9 only read. 9 change records, and 2 of those delete or cancel. 1 sends messages. 13 have no reading.

AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.

AI readings summary · beta

The service lists 32 tools, and 19 have AI readings.

revoke_invitation and withdraw_access_request are read as deleting or cancelling records.

start_account_registration is read as sending messages to people.

complete_billing is read as changing records.

Written by code from the AI readings on this page: it groups them and says nothing they do not.

What an agent can do here

AI readings, beta · Readings on 19 of 32 MCP tools. 2 read as deleting or cancelling, 1 reads as sending messages.

No counted reading 13 tools No reading was counted, so any effect above is possible for them: accept_invitation, approve_access_request, dismiss_access_request, enrich_domain, get_onboarding_route, grant_assignment, revoke_assignment, start_device_login, start_inquiry, start_registration and 3 more.

What changed

First atlas observation. Atlas history

Look first

AI reading, beta: AI adds items here; it never removes one.

  1. revoke_invitationDeletes or cancels records · 0.85
  2. withdraw_access_requestDeletes or cancels records · 0.85
  3. start_account_registrationSends messages to people · 0.85

Surfaces

5 protocols checked

ARDNot foundNo document retrieved
A2ANot found0 skills
MCPValid2026-07-28 · 32 tools · 0 resources · 0 prompts
OpenAPINot detected0 operations
WebMCPNot detected0 declarative form tools · experimental
Exact states and meaning
  • ARD
    absent

    Exact state: not found · No document retrieved

    The supported discovery location returned no matching document.

    Not found does not prove the service exposes no such interface elsewhere.

    Not observed / not fetched

  • A2A
    absent

    Exact state: not found · 0 skills

    The supported discovery location returned no matching document.

    Not found does not prove the service exposes no such interface elsewhere.

    Not observed / not fetched

  • MCP
    observed

    Exact state: valid · Revision 2026-07-28 · 32 tools · 0 resources · 0 prompts

    A usable protocol document was retrieved and validated.

    Directly observed

  • OpenAPI
    absent

    Exact state: not detected · 0 operations

    No endpoint was established from the evidence and scope that InterfaceDelta inspected.

    Not detected does not prove that no endpoint exists.

    Not observed / not fetched

  • WebMCP
    absent

    Exact state: not detected · 0 declarative form tools · experimental

    No named declarative WebMCP form tools were observed in the origin root HTML.

    Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.

    Not observed / not fetched