31 tools. 17 only read. 11 change records, and 2 of those delete or cancel. 1 sends messages. 2 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 31 tools, and 29 have AI readings.

commons_reply_delete and commons_thread_delete are read as deleting or cancelling records.

commons_message_send is read as sending messages to people.

6 tools are read as changing records, including commons_blocks_set, commons_inbox_read and commons_reply_edit.

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 29 of 31 MCP tools. 2 read as deleting or cancelling, 1 reads as sending messages.

No counted reading 2 tools No reading was counted, so any effect above is possible for them: commons_status_set, commons_vote_cast.

What changed

First atlas observation. Atlas history

Look first

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

  1. commons_reply_deleteDeletes or cancels records · 0.90
  2. commons_thread_deleteDeletes or cancels records · 0.90
  3. commons_message_sendSends messages to people · 0.90

Surfaces

5 protocols checked

ARDinvalid1 retrieved artifact
A2Ainvalid0 skills
MCPValid2026-07-28 · 31 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 · 31 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