241 tools. 48 only read. 3 only compute. 48 change records, and 4 of those delete or cancel. 142 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 200 tools, and 30 have AI readings.

gripforge_cancel_render_preview is read as deleting or cancelling records.

gripforge_gamekit_configure, gripforge_admin_assets_update and gripforge_vehicle_doors are read as changing records.

11 tools are read as creating records, including gripforge_make_seamless, gripforge_scene_create and gripforge_motion_generate.

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 99 of 241 MCP tools. 4 read as deleting or cancelling.

No counted reading 142 tools No reading was counted, so any effect above is possible for them: getAttachmentFrame, getWearableFrame, gripforge_abilities, gripforge_abilities_generate, gripforge_ability_vfx, gripforge_aim, gripforge_animate, gripforge_apply_realism, gripforge_attach, gripforge_audio_kit and 132 more.

What changed

First atlas observation. Atlas history

Look first

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

  1. gripforge_room_closeDeletes or cancels records · 0.90
  2. gripforge_server_deleteDeletes or cancels records · 0.89
  3. gripforge_cancel_render_previewDeletes or cancels records · 0.80
  4. gripforge_generation_cancelDeletes or cancels records · 0.80

Surfaces

5 protocols checked

ARDNot foundNo document retrieved
A2ANot found0 skills
MCPValid2026-07-28 · 241 tools · resources not advertised · 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 2026-07-28 · 241 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