Machine Presence Inspector
dev.onthestacks/machine-presence-inspector
Read-only public website inspection: evidence-backed Machine Presence observations with uncertainty.
Install surfaces
How Machine Presence Inspector runs, per the official MCP registry entry.
- streamable-http
https://mcp.onthestacks.dev/mcp
Governed execution
How KLA gates calls to Machine Presence Inspector once it is connected.
A published policy defines which Machine Presence Inspector actions an agent may take and under what conditions. Each call passes through a policy gate at the tool-call boundary. Permitted actions execute, with the policy basis recorded. Flagged actions execute and are sampled for scheduled human review. High-stakes actions pause and route to a named reviewer on the Decision Desk. The call, the policy decision, and any approval are sealed as an evidence record.
KLA also governs the agents and model providers you already run. See integrations.