195 capabilities, 61 of them tools. 25 only read. 24 change records, and 6 of those delete or cancel. 12 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 61 tools, and 48 have AI readings.

6 tools are read as deleting or cancelling records, including workbench_kb_delete, workbench_kb_document_delete and workbench_flows_schedules_delete.

8 tools are read as changing records, including workbench_flows_scenarios_update, workbench_tasks_set_sites and entity_tags_set.

9 tools are read as creating records, including workbench_tasks_create, workbench_flows_scenarios_create and workbench_shim_create.

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 49 of 61 MCP tools. 6 read as deleting or cancelling.

No counted reading 12 tools No reading was counted, so any effect above is possible for them: workbench_flow_authoring_guide, workbench_flows_publish, workbench_flows_run, workbench_flows_schedule, workbench_flows_schedules_run_now, workbench_flows_shares_revoke, workbench_shim_add_answer, workbench_shim_add_examples, workbench_tasks_act, workbench_tasks_compile and 2 more.

What changed

First atlas observation. Atlas history

Look first

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

  1. workbench_kb_deleteDeletes or cancels records · 0.92
  2. workbench_kb_document_deleteDeletes or cancels records · 0.90
  3. workbench_flows_deleteDeletes or cancels records · 0.90
  4. workbench_flows_scenarios_deleteDeletes or cancels records · 0.90
  5. workbench_flows_schedules_deleteDeletes or cancels records · 0.90
  6. workbench_tasks_deleteDeletes or cancels records · 0.86

Surfaces

5 protocols checked

ARDNot foundNo document retrieved
A2ANot found0 skills
MCPValid2025-11-25 · 61 tools · 134 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 2025-11-25 · 61 tools · 134 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