96 tools. 32 only read. 1 only computes. 29 change records, and 4 of those delete or cancel. 2 move money. 4 send messages. 28 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 96 tools, and 40 have AI readings.

checkout_order is read as moving money.

cancel_receptionist_checkout and cancel_customer_booking are read as deleting or cancelling records.

send_text, follow_up_business and message_customer are read as sending messages to people.

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 68 of 96 MCP tools. 4 read as deleting or cancelling, 2 read as moving money, 4 read as sending messages.

No counted reading 28 tools No reading was counted, so any effect above is possible for them: activate_phone_number, add_receptionist_source, approve_own_change, block_time, check_in, coach_phone_call, confirm_request, contact_business, customer_payment_onboarding, edit_receptionist_source and 18 more.

What changed

First atlas observation. Atlas history

Look first

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

  1. checkout_orderMoves money · 0.92
  2. receptionist_buy_minutesMoves money · 0.90
  3. remove_site_photoDeletes or cancels records · 0.90
  4. cancel_bookingDeletes or cancels records · 0.85
  5. cancel_customer_bookingDeletes or cancels records · 0.82
  6. cancel_receptionist_checkoutDeletes or cancels records · 0.80

4 more in tools

Surfaces

5 protocols checked

ARDNot foundNo document retrieved
A2ANot found0 skills
MCPValid2026-07-28 · 96 tools · resources not advertised · prompts not advertised
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 · 96 tools · resources not advertised · prompts not advertised

    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