5 tools. 3 only read. 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 5 tools, and 3 have AI readings.

lekta_diff, lekta_my_sites and lekta_fix_plan are read as read-only.

lekta_report: Fetches a page and returns its full audit as machine-readable JSON, with per-check status, evidence values and layer scores.

lekta_diff: Reports the score and grade change between the two latest scorable audits of one URL, listing improved and regressed checks.

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 3 of 5 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 2 tools No reading was counted, so any effect above is possible for them: lekta_audit, lekta_report.

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
A2ANot found0 skills
MCPValid2025-06-18 · 5 tools · resources not advertised · prompts not advertised
OpenAPINot detected0 operations
WebMCPNot detected0 declarative form tools · 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
    absent

    Exact state: not found · 0 skills

    The supported discovery location returned no matching document.

    Not found does not prove the service exposes no such interface elsewhere.

    Not observed / not fetched

  • MCP
    observed

    Exact state: valid · Revision 2025-06-18 · 5 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