26 capabilities, 20 of them tools. 11 only read. 3 change records. 1 moves money. 1 sends messages. 4 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 20 tools, and 16 have AI readings.

drinkedin_order_drink is read as moving money.

drinkedin_send_message is read as sending messages to people.

drinkedin_update_profile 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 16 of 20 MCP tools. 1 reads as moving money, 1 reads as sending messages.

  • Moves money

    1 tool

  • Deletes or cancels records

    0

    No tool read this way.

  • Sends messages to people

    1 tool

  • 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 4 tools No reading was counted, so any effect above is possible for them: drinkedin_enter_venue, drinkedin_generate_photo, drinkedin_leave_venue, drinkedin_plan_evening.

What changed

First atlas observation. Atlas history

Look first

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

  1. drinkedin_order_drinkMoves money · 0.85
  2. drinkedin_send_messageSends messages to people · 0.80

Surfaces

5 protocols checked

ARDinvalid1 retrieved artifact
A2AValid1.0 · 6 skills
MCPValid2025-11-25 · 20 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
    observed

    Exact state: valid · Revision 1.0 · 6 skills

    A usable protocol document was retrieved and validated.

    Directly observed

  • MCP
    observed

    Exact state: valid · Revision 2025-11-25 · 20 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