43 capabilities, 42 of them tools. 1 only reads. 12 readings are disputed. 29 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 42 tools, and 1 has AI readings.

agent_payments_weekly is read as read-only.

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 13 of 42 MCP tools.

  • Moves money

    0

    No tool read this way.

  • Deletes or cancels records

    0

    No tool read this way.

  • Sends messages to people

    0

    No tool read this way.

  • Changes permissions

    0

    No tool read this way.

  • Runs code

    0

    No tool read this way.

  • Should ask a person first

    0

    No tool read this way.

No counted reading 29 tools No reading was counted, so any effect above is possible for them: buyer_check, category_brief, certify_continuous, certify_offer, check_fair_offer, check_offer, insights_page, launch_brief, lint_listing, model_watch and 19 more.

What changed

First atlas observation. Atlas history

Look first

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

  1. address_briefA fact disputes the reading
  2. buyer_drillA fact disputes the reading
  3. buyer_panelA fact disputes the reading
  4. buyer_panel_oneA fact disputes the reading
  5. conformance_checkA fact disputes the reading
  6. demand_gapsA fact disputes the reading

6 more in capabilities

Surfaces

5 protocols checked

ARDinvalid1 retrieved artifact
A2Ainvalid0 skills
MCPValid2026-07-28 · 42 tools · 1 resource · 0 prompts
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 · 42 tools · 1 resource · 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