14 tools. 6 only read. 1 changes records. 7 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 14 tools, and 7 have AI readings.

voice_id_enroll is read as creating records.

6 tools are read as read-only, including voice_id_list_speakers, voice_id_identify and list_tts_voices.

transcribe_audio_pro: Returns a multilingual transcript of base64-encoded audio with word timestamps, confidence scores, and optional speaker labels.

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 7 of 14 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 7 tools No reading was counted, so any effect above is possible for them: assess_pronunciation, check_stt_service, check_tts_service, synthesize_speech, transcribe_audio, transcribe_audio_pro, voice_id_verify.

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

ARDunreachableNo document retrieved
A2Aunreachable0 skills
MCPValid2025-11-25 · 14 tools · 0 resources retained · listing incomplete · 0 prompts retained · listing incomplete
OpenAPINot detected0 operations
WebMCPNot detected0 declarative form tools · experimental
Exact states and meaning
  • ARD
    failed

    Exact state: unreachable · No document retrieved

    The supported discovery location did not provide a usable response within the observation boundary.

    An unreachable result does not prove the service is unavailable to every client or that it advertises no capabilities.

    Not observed / not fetched

  • A2A
    failed

    Exact state: unreachable · 0 skills

    The supported discovery location did not provide a usable response within the observation boundary.

    An unreachable result does not prove the service is unavailable to every client or that it advertises no capabilities.

    Not observed / not fetched

  • MCP
    observed

    Exact state: valid · Revision 2025-11-25 · 14 tools · 0 resources retained · listing incomplete · 0 prompts retained · listing incomplete

    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