AI Security · Shadow AI · MCP

Govern the AI your team already runs

Discover every AI tool and MCP server on your fleet — without sending a single survey.

The problem

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.

What Shadow Span does

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.

AI Security · Shadow AI · MCP in Shadow Span

Fleet-wide AI tool + MCP server inventory and risk

What you get

AI tool inventory

Every CLI agent (Claude Code, Cursor, Gemini CLI, Cline, Aider, custom MCP) per endpoint + user.

MCP server governance

Risk scored by auth model × privilege × token blast-radius × provenance.

Secret-in-config detection

Plaintext tokens, git-tracked configs and remote-no-HTTPS servers.

Transcript DLP

On-device scanning for leaked credentials; content never leaves the endpoint.

Policy + alerting

Live rules, auto-Case on critical, and approved-tool allowlists.

Consent-gated

Per-org opt-in, evidence-level ceilings and user pseudonymization.

How it works

01

Deploy the agent

The same Aegis agent, with AI observers consent-gated on.

02

Observe on-device

Configs and transcripts are inspected locally, never uploaded.

03

Risk-score

Per-tool and per-MCP risk from auth, privilege and provenance.

04

Govern

Policy rules raise alerts and open Cases on critical findings.

Why Shadow Span

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.

ReplacesWiz AI-SPMLassoHarmonic
Standards & sources
Model Context Protocolon-device DLP

One platform. Not ten point tools.

See AI Security · Shadow AI · MCP alongside the rest of your security program — correlated, not siloed.