PyroTrace independently verifies what production AI agents and MCP servers can reach, what they actually touch, and which of it is sensitive  so security teams can reduce that reach and prove it.
AI agents went to production faster than anyone's governance did. They hold real credentials, call real APIs, and touch real data  and most organizations cannot produce a trustworthy list of which agents exist, let alone what each one can reach.
The existing answers look at the edges: prompt firewalls read the conversation, posture tools read the configuration. We built PyroTrace to watch the middle  the workload itself  with a read-only, kernel-level sensor, corroborated by CloudTrail, MCP gateway, and LLM telemetry.
That gives security teams something the AI conversation has been missing: claims about agents that are backed by observation. What was granted. What was used. What was sensitive. And the shortest defensible path to reducing all three.
PyroTrace is not another alert feed. It joins each agent’s granted reach with its observed usage and your data classification, and turns the gap into provable least-privilege cuts.
Every AI agent and MCP server you actually run, discovered from telemetry and admitted on an evidence ladder.
Per agent: resources reachable, resources touched, and which of them hold PII, PHI, or payment data.
Review grants with no observed use, then export framework-mapped evidence of the resulting change.
A role called "agent" proves nothing. Inventory entries are admitted only with registry, structural, or observed-behavior backing.
Permissions describe what could happen. We measure what did  and treat the difference as the work.
We say exactly what we observed: agent-attributed traffic to a classified resource. We never claim to have read payloads.
The sensor observes; it does not intercept. Remediation is proposed with proof and applied by you, never behind your back.
PyroTrace is built for security teams responsible for production AI agents, their identities, and the resources they can reach. To see how the platform applies to your environment, request a walkthrough.
See how PyroTrace connects agent identity, reachable resources, observed usage, and data sensitivity in one evidence-backed view.