26 capabilities, 22 of them tools. 10 only read. 4 change records, and 1 of those deletes or cancels. 1 sends messages. 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 22 tools, and 15 have AI readings.

qonto_delete is read as deleting or cancelling records.

send_quote_request is read as sending messages to people.

qonto_update_client 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 15 of 22 MCP tools. 1 reads as deleting or cancelling, 1 reads as sending messages.

  • Moves money

    0

    No tool read this way.

  • Deletes or cancels records

    1 tool

  • 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 7 tools No reading was counted, so any effect above is possible for them: get_faq, prepare_quote_email, qonto_append_invoice_line, qonto_create_credit_note, qonto_finalize_invoice, qonto_upsert_client, upload_master.

What changed

First atlas observation. Atlas history

Look first

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

  1. qonto_deleteDeletes or cancels records · 0.91
  2. send_quote_requestSends messages to people · 0.90

Surfaces

5 protocols checked

ARDNot foundNo document retrieved
A2ANot found0 skills
MCPValid2025-06-18 · 22 tools · 4 resources · prompts not advertised
OpenAPINot detected0 operations
WebMCPNot detected0 declarative form tools · experimental
Exact states and meaning
  • ARD
    absent

    Exact state: not found · No document retrieved

    The supported discovery location returned no matching document.

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

    Not observed / not fetched

  • 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 · 22 tools · 4 resources · 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