64 tools. 32 only read. 13 change records, and 3 of those delete or cancel. 6 send 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 64 tools, and 47 have AI readings.

delete_contact and cancel_scheduled_email are read as deleting or cancelling records.

4 tools are read as sending messages to people, including pick_broadcast_winner, resume_broadcast and reply_to_message.

6 tools are read as changing records, including update_email_tags, set_email_preferences and remove_from_audience.

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 51 of 64 MCP tools. 3 read as deleting or cancelling, 6 read as sending messages.

No counted reading 13 tools No reading was counted, so any effect above is possible for them: add_contact, add_suppression, decide_approval, emit_event, enroll_in_automation, import_contacts, remove_suppression, render_template, set_automation_status, suppress_many and 3 more.

What changed

First atlas observation. Atlas history

Look first

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

  1. delete_contactDeletes or cancels records · 0.94
  2. delete_automationDeletes or cancels records · 0.90
  3. cancel_scheduled_emailDeletes or cancels records · 0.87
  4. send_template_emailSends messages to people · 0.95
  5. send_emailSends messages to people · 0.92
  6. resume_broadcastSends messages to people · 0.90

3 more in tools

Surfaces

5 protocols checked

ARDNot foundNo document retrieved
A2ANot found0 skills
MCPValid2025-11-25 · 64 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 2025-11-25 · 64 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