Break your agent before attackers do.

AI agent security testing means attacking your own AI agent the way an adversary would, to find what it can be made to leak, bypass or misuse before someone else finds it. It covers more than the model, because an agent acts: it calls tools, reads data and holds permissions, and that is where the most damaging failures tend to hide. Enoki runs these attacks automatically and shows the exact attack behind every finding.

A traditional penetration test looks at the application around the agent: its network, its authentication and its code. It stops at the API. The agent adds an attack surface a pentest does not reach, because the agent itself can be talked into leaking its instructions, using a tool it should not, or revealing another user's data. Enoki tests that part, and you can run it on every release instead of once a year. The network, the authentication and the application around the agent still want a human tester.

Two things, tested separately. Security: whether an attacker can make your agent leak, bypass or misuse what it can access, through attacks such as prompt injection, jailbreaks, system prompt leaks, unauthorized tool use and data leakage. Safety: whether your agent produces harmful content, or advice it has no business giving, such as unqualified medical, legal or financial guidance. Findings map to the OWASP Top 10 for LLM Applications, the OWASP Agentic Top 10 and MITRE ATLAS.

Through your agent's endpoint. There are no code changes, no SDK and nothing to install. You start a run in the Enoki platform, from your coding agent over MCP, or from your CI pipeline over the API, and findings come back with the exact attack, your agent's response, a severity and the standards they map to.

No. Enoki is a testing platform, not a runtime guardrail. It attacks your agent to find what breaks, before you ship and on every release after that. A guardrail filters requests in production, which is a different job: it does not tell you whether your agent holds up under attack before launch.

They do a different job. Open-source probe libraries such as garak and PyRIT are free, test at the model level and leave the engineering to you, and promptfoo wires red teaming into CI. Enoki drives a tool-using agent end to end: it writes attacks for that specific agent, runs them over several turns and shows which tools fired. We benchmarked Enoki against four open-source tools on two deliberately weak agents whose vulnerabilities were written down before any tool ran, and the write-up says what the benchmark does not show.

Your first assessment of one agent is free: a short first run, with no install and no code access. After that there are two plans, Standard and Enterprise, scoped to what you are testing, and both are priced on request. The pricing page lists what each includes.

Enoki is made by Enoki Labs, founded in 2026 in Gent, Belgium, and operated by EthicGate BV. The team page introduces the people building it. It is not affiliated with other companies or products named Enoki.