29 capabilities, 28 of them tools. 10 only read. 18 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 28 tools, and 10 have AI readings.

10 tools are read as read-only, including corpus_state, video_site and list_verified_capabilities.

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 10 of 28 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 18 tools No reading was counted, so any effect above is possible for them: best_source, check_site_safety, crawler_path, draft_llms, fix_entitymap, fix_machine_chain, fix_mostly_code, fix_robots, fix_stale_cache, mcp_precheck and 8 more.

What changed

First atlas observation. Atlas history

Look first

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

No tool is read as one of the six effects. A zero is a count, not a clearance.

Surfaces

5 protocols checked

ARDValidv0.91 · 1 retrieved artifact
A2Ainvalid0 skills
MCPValid2025-11-25 · 28 tools · resources not advertised · prompts not advertised
OpenAPIObserved0 operations
WebMCPObserved1 declarative form tool · experimental
Exact states and meaning
  • ARD
    observed

    Exact state: valid · Revision v0.91 · 1 retrieved artifact

    A usable protocol document was retrieved and validated.

    Directly observed

  • 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 2025-11-25 · 28 tools · resources not advertised · prompts not advertised

    A usable protocol document was retrieved and validated.

    Directly observed

  • OpenAPI
    observed

    Exact state: observed · 0 operations

    The protocol surface responded within the passive inspection boundary.

    Directly observed

  • WebMCP
    observed

    Exact state: observed · 1 declarative form tool · experimental

    The origin root HTML, or a followed page, declared WebMCP form tools. InterfaceDelta ran no scripts and submitted no forms.

    A declaration does not prove the tool works. WebMCP is an experimental browser capability.

    Publisher declared