Akto Agentic Red Teaming vs Crucible
Akto Agentic Red Teaming
akto.ioCrucible
crucible-security.github.ioSide by side
| Figure | Akto Agentic Red Teaming | Crucible |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | — |
| Linux | — | Yes |
| API | Yes | — |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 3 |
| Spec score · AI Security Testing Tools | 8.2 (#9) | 7.8 (#14) |
| Attack coverage | The page says its AI-driven red teaming runs 4,000+ probes for risks including prompt injection, jailbreaks, data leakage, and unsafe output. | The site lists 11 modules and 153 attack vectors, with 8 of 10 OWASP Agentic risks covered and two in active development. |
| Integrations | Akto's connector page lists 200+ connectors across agent builders, models, AI gateways, browser extensions, IDE and desktop assistants, cloud services, and MCP connectors. | It supports LangChain, CrewAI, AutoGen, raw MCP endpoints, and agents with an HTTP or MCP interface. |
| Intended users | Akto describes its AI security platform as built for enterprise teams and modern AppSec teams. | The Community plan is for individual builders and open-source projects, and Team is for teams shipping agents to production. |
| Purpose | Agentic Red Teaming adversarially tests AI agents, copilots, RAG systems, and AI-powered applications for vulnerabilities. | Crucible stress-tests AI agents against attack vectors including prompt injection, goal hijacking, and tool misuse before production. |
| Support | Akto documentation directs users to [email protected] or in-app Intercom for help and guidance. | The Community plan lists Discord support, while Team lists priority support and Enterprise lists dedicated security engineering support. |
| Testing approach | Akto says its probes adapt in real time and findings are tied to the tested applications. | Crucible evaluates actual agent tool calls, side effects, and outcomes rather than only generated text. |
Plans
In their own words
Akto Agentic Red Teaming
Akto Agentic Red Teaming has no write-up on Specifiction yet; its figures are above.
Crucible
Crucible is a self-hosted security scanner for testing AI agents before production. It checks attack behavior such as prompt injection, goal hijacking, jailbreaks, unsafe output, and tool misuse. Instead of reviewing generated text alone, it evaluates tool calls, side effects, and outcomes. The site lists 11 modules and 153 attack vectors, covering eight of ten OWASP Agentic risks, with two in development. Crucible runs 90 attack payloads in under 60 seconds and produces an A–F report with severity, OWASP mapping, and reproduction steps. It supports LangChain, CrewAI, AutoGen, raw MCP endpoints, and agents with HTTP or MCP interfaces. The pip-installed CLI supports Python 3.10+. Local scanning needs no signup and has no telemetry by default. Community is free; Team and Enterprise add monitoring, dashboards, support, SSO, audit logs, deployment options, and custom modules.