Akto

Akto is an AI security platform designed to help organizations discover, test, and secure AI agents and Model Context Protocol (MCP) integrations in real time. Its primary purpose is to provide continuous visibility into AI agent behavior and configurations, identify security gaps, and enforce safe operational boundaries for agentic systems across the software lifecycle. Akto enables teams to proactively manage risks introduced by autonomous or semi-autonomous AI components before they impact production environments.

Akto offers real-time MCP and AI agent discovery, automatically mapping agents, tools, and data flows to build an accurate inventory of your AI ecosystem. It performs AI agent security testing and red teaming to uncover vulnerabilities such as prompt injection, data exfiltration, insecure tool usage, and misconfigurations. The platform provides agentic posture management, allowing security teams to define and monitor security policies, track deviations, and remediate issues at scale. Guardrails can be configured to constrain agent behavior, enforce access controls, and prevent unsafe actions or outputs in production.