Gawlo tests the systems other scanners miss — your LLM apps, AI agents, and MCP servers — plus the APIs and web behind them. It runs AI-specific probes (prompt injection, tool poisoning, agent misuse), backs each finding with the request and response that triggered it, suggests a fix, and exports the results as an assessment report.
Most scanners stop at web and APIs. Gawlo is built for what modern apps actually ship — LLMs, agents, and MCP servers — and covers the classic surface too.
Point Gawlo at your LLM endpoints and it runs prompt-injection, jailbreak, and system-prompt-leak probes, then scores the responses with heuristic matching — with an optional AI judge (off by default) to confirm matches when enabled.
The coverage almost nobody else has. MCP servers scanned for tool poisoning, shadowing, and rug-pulls; AI agents probed for memory poisoning, unsafe tool chains, and privilege escalation.
The classic attack surface behind your AI: zero-config API discovery, endpoint mapping, a Nuclei corpus of ~1,800 read-only misconfiguration, exposure, TLS and takeover checks, and an access-control tester for BOLA and IDOR. Active checks for mass assignment, auth bypass and rate limiting are opt-in, because they write to your target.
Every finding ships with the exact request and response that triggered it — no guesswork. Claude then explains the root cause and writes a code patch you can apply directly or block in CI.
Start free, scale as you grow. No hidden fees, no surprises.
For individual developers exploring security testing.
For professional developers shipping production apps.
For teams that need shared visibility and controls.
For organizations with advanced compliance requirements.