Discover Every AI Agent, SDK,
and MCP Server In Your Stack

Map every AI tool, endpoint, and SDK call across your organization. From developer machines to production code, one place to see it all.

Shadow AI CLI demo
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OpenAI
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Gemini
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The Shift

AI Is Everywhere Within

Your Workflow

Agents run locally, IDE extensions operate without visibility, and SDKs are added directly to code often without tracking or documentation. Most of it never gets documented.

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The Problem

Most Of AI Activities

You Can't Govern

Agents execute code without oversight, MCP servers create direct system access, and SDK calls send data externally, all without governance or tracking. Most teams have no inventory of any of it.

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Endpoint Discovery

Complete Visibility Across

Your AI Stack

Discover every AI tool across your environment, from agents and MCP servers to extensions and project configs. Get structured output for quick review or automation.

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CODE ANALYSIS

Understand Every AI Call In

Your Codebase

Detect every AI and ML SDK in your codebase, from OpenAI and Anthropic to LangChain and more, with file-level and line-level evidence of how AI is used. Export as a CycloneDX SBOM.

Every AI Tool and SDK Call. Detected.

Detects AI tools across your environment and traces every AI/ML SDK call in your code.

AI tools on developer machines

AI Tools on Developer Machines

Detect AI tools running locally across your environment including coding agents, IDE extensions, and CLI tools.

MCP servers and project configs

MCP Servers and Project Configs

Identify MCP servers and project-level configurations, including endpoints, transport types, embedded AI setup across repos.

AI SDK usage across codebase

AI SDK Usage Across Your Codebase

Trace every AI and ML SDK call across your codebase with file-level and line-level visibility.

discovery results
Agents 12 found
MCP Servers 4 found
IDE Extensions 8 found
Project Configs 6 found
Endpoint Visibility

Complete Visibility Across

Your Environment

Identify every AI tool, MCP server, and extension across your environment in one place.

src/services/chat.py AI SDK detected
14 from openai import OpenAI
15 from langchain import LLMChain
16
23 client.chat.completions.create(
24   model="gpt-4",
25   messages=messages
26 )
Code Analysis

Understand AI Usage

Across Your Codebase

Trace every AI and ML SDK call with file-level evidence. Generate a complete AI Bill of Materials.

From Shadow AI
to Governed AI

You can't secure what you can't see. Start free with our open source scanner, then scale to a unified platform for continuous AI governance across your organization.