107 tools. 43 only read. 39 change records, and 14 of those delete or cancel. 10 send messages. 15 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 107 tools, and 52 have AI readings.

9 tools are read as deleting or cancelling records, including cooper_release_phone_number, cooper_delete_thread and cooper_delete_list_entry.

7 tools are read as sending messages to people, including cooper_reply_message, cooper_send_sms and cooper_forward_message.

11 tools are read as changing records, including cooper_update_inbox, cooper_rotate_webhook_secret and cooper_update_message.

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 92 of 107 MCP tools. 14 read as deleting or cancelling, 10 read as sending messages.

No counted reading 15 tools No reading was counted, so any effect above is possible for them: cooper_add_owner, cooper_chat_join, cooper_chat_typing, cooper_create_draft, cooper_enable_instant_replies, cooper_inject_inbound, cooper_poll_events, cooper_release_message, cooper_request_forwarding, cooper_set_addons and 5 more.

What changed

First atlas observation. Atlas history

Look first

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

  1. cooper_delete_workspaceDeletes or cancels records · 0.92
  2. cooper_delete_draftDeletes or cancels records · 0.90
  3. cooper_delete_inboxDeletes or cancels records · 0.90
  4. cooper_delete_threadDeletes or cancels records · 0.90
  5. cooper_delete_webhookDeletes or cancels records · 0.89
  6. cooper_delete_event_consumerDeletes or cancels records · 0.88

18 more in tools

Surfaces

5 protocols checked

ARDinvalid1 retrieved artifact
A2Ainvalid0 skills
MCPValid2026-07-28 · 107 tools · resources not advertised · prompts not advertised
OpenAPINot detected0 operations
WebMCPNot detected0 declarative form tools · experimental
Exact states and meaning
  • ARD
    failed

    Exact state: invalid · Revision 0.9 draft · 1 retrieved artifact

    InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.

    Not observed / not fetched

  • A2A
    failed

    Exact state: invalid · Revision 1.0 · 0 skills

    InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.

    Not observed / not fetched

  • MCP
    observed

    Exact state: valid · Revision 2026-07-28 · 107 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