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Map Your AI Agents with Context Graph

Akto's AI Agent Context Graph shows how agents and MCP servers connect to LLMs, databases, and external services. Get visibility into your Agent data flow in Akto.

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One Context graph. Every Agent Mapped.

Auto-map your entire agentic architecture - agents, MCP servers, tools, and external services, into a live, interactive topology.

How it works?

Connect agent builders to Akto. Auto-discover agents and map all connections in one graph.

Connect Akto to 20+ Agent Builder Platforms

Native connectors for AWS Bedrock, Google Vertex, Azure AI Foundry, and 20+ platforms. Plug in and get instant visibility across your entire agentic infrastructure.

Akto Creates Inventory of All Agents

Get a single, always-updated inventory of every AI agent running across your on-prem, cloud, or hybrid environment.

Visualize Context Graph for Every Agent in Akto

Map every agent's connections to MCP servers, databases, LLMs, and external tools - along with every data flow between them, in a single interactive graph.

Experience enterprise-grade AI Agent Security platform

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Gartner Peer Insights - Akto API Protection