Akto

Akto

Akto is an agent-based AI security platform designed for modern AI security teams, delivering asset discovery, threat simulation, runtime protection, and safety guardrails to help enterprises transform the chaotic AI landscape into a secure, controllable security posture.
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agent-based AI securityMCP securityAI agent security platformAI security testingruntime threat detectionAI security guardrails

Features of Akto

Automatically discover all AI agents and MCP assets through 80+ connectors, providing full visibility into the AI stack.
Run 1,000+ test probes for red-team testing, covering prompt injection, data leakage, and other real-world threats.
Continuous monitoring with real-time detection to prevent agent abuse and sensitive data leakage via MCP.
Enforce AI security guardrails at scale and automate policy-driven responses to security incidents.
Offers cloud and self-hosted deployment options, with an open-source version to meet diverse enterprise needs.

Use Cases of Akto

When enterprise security teams need to comprehensively discover and manage complex AI assets composed of LLMs, RAG systems, and AI agents.
Integrate security validation into CI/CD pipelines, performing automated red-team testing and vulnerability scanning for AI applications.
Monitor AI agents in production, with real-time detection and blocking of runtime threats such as malicious loops and unauthorized tool calls.
Define and enforce unified security policies and guardrails for internal employees using various AI tools and MCP servers.
Regulated industries such as financial services and healthcare need to ensure AI applications comply with data security and privacy regulations.

FAQ about Akto

QWhat is Akto? What problems does it solve?

Akto is a platform focused on agent-based AI security, addressing the security challenges faced by modern AI stacks composed of large language models, AI agents, and MCPs, helping enterprises achieve asset discovery, threat testing, runtime protection, and policy automation.

QWhich industries or teams is the Akto platform suitable for?

Akto primarily serves modern AI security teams and application security teams in industries such as Fortune 500 companies, financial services, SaaS, healthcare, and e-commerce, especially enterprises deploying AI agents at scale and needing professional security governance.

QHow does Akto discover AI assets within the enterprise?

By integrating 80+ connectors, it can automatically discover all AI agents, MCP servers, and assets, including hidden and shadow assets, and classify behavior, PII exposure, and third-party dependencies in real time.

QWhat deployment options does Akto offer? Is there an open-source version?

Akto provides cloud (SaaS) and self-hosted deployment options to meet different security and compliance needs. It also offers an open-source version for the community and enterprises to deploy and customize.

QHow does Akto integrate with existing development and security workflows?

Akto can be seamlessly integrated into CI/CD pipelines for security validation during development. Its test probes and monitoring capabilities can also be integrated with existing SOC workflows.

QWhat threat types are primarily covered by Akto's AI security testing?

Akto's test library covers real-world threat scenarios for AI agents and MCPs, including prompt injection, privilege escalation, data leakage, tool abuse, jailbreaking, and target hijacking.