Test

Comprehensive security testing for AI agents and agentic systems.

Akto provides specialized security testing for AI agents, LLM applications, and agentic systems. The platform includes pre-built test suites covering OWASP Top 10 for LLMs, prompt injection attacks, MCP security, tool misuse, and other agentic-specific vulnerabilities.

You can schedule tests to run at times that fit your workflow, ensuring continuous security validation without disrupting operations. For scheduling information, refer to Schedule Test.

Test Categories

Akto organizes agentic security tests into specialized categories:

LLM Security: Tests for model-specific vulnerabilities including prompt injection, jailbreaking, and output manipulation.

Prompt Injection: Comprehensive testing for direct and indirect prompt injection attacks across various agent workflows.

MCP Security: Validates Model Context Protocol implementations, tool authorization, and resource access controls.

Agent Identity: Tests for agent impersonation, role escalation, and identity validation bypasses.

Sensitive Information Disclosure: Detects exposure of credentials, PII, internal system details, and training data leakage.

Supply Chain: Identifies vulnerabilities in agent dependencies, third-party integrations, and model providers.

Excessive Agency: Validates tool permissions, autonomous action limits, and guardrail effectiveness.

Data Poisoning: Tests for manipulation of agent memory, context windows, and retrieval systems.

Akto's Approach

Akto uses real agent traffic to enhance testing effectiveness:

Real-World Context: Tests use actual agent interactions, tool calls, and conversation patterns to identify vulnerabilities that static analysis would miss.

Shadow Agent Detection: Discovers undocumented agents, unauthorized LLM integrations, and rogue tool usage across your infrastructure.

Dynamic Test Coverage: Adapts tests based on observed agent behaviors, tool chains, and conversation flows.

Protocol Support

Akto supports testing across multiple protocols used in agentic systems:

REST & GraphQL: Tests HTTP-based agent endpoints and tool integrations.

gRPC: Validates agent-to-agent communication and microservice interactions.

WebSocket: Tests real-time agent streams and persistent connections.

MCP (Model Context Protocol): Specialized testing for MCP server implementations and tool definitions.