Discover every AI tool and MCP server on your fleet — without sending a single survey.
Developers adopt AI coding tools and MCP servers faster than security can track. Most fleets cannot even see what is installed, let alone what tokens it holds.
The endpoint agent discovers every AI CLI and MCP server, inventories tokens at rest, flags privileged / no-auth / git-tracked configs, scores per-tool risk, and scans transcripts for leaked secrets — all on-device.

Fleet-wide AI tool + MCP server inventory and risk
Every CLI agent (Claude Code, Cursor, Gemini CLI, Cline, Aider, custom MCP) per endpoint + user.
Risk scored by auth model × privilege × token blast-radius × provenance.
Plaintext tokens, git-tracked configs and remote-no-HTTPS servers.
On-device scanning for leaked credentials; content never leaves the endpoint.
Live rules, auto-Case on critical, and approved-tool allowlists.
Per-org opt-in, evidence-level ceilings and user pseudonymization.
The same Aegis agent, with AI observers consent-gated on.
Configs and transcripts are inspected locally, never uploaded.
Per-tool and per-MCP risk from auth, privilege and provenance.
Policy rules raise alerts and open Cases on critical findings.
The AI-governance category Snyk and Aikido do not have at all — a first-class module, not a checkbox, and tied to your compliance AI frameworks.
See AI Security · Shadow AI · MCP alongside the rest of your security program — correlated, not siloed.