Ziran Cloud is the managed version of the open-source Ziran framework. Scan your agents for dangerous tool chains, prompt injection, trust exploitation, and more — from a dashboard, on a schedule, in your CI/CD pipeline.
The problem
Existing tools focus on the model layer — prompt injection, jailbreaks — or the web app layer — XSS, SQLi. But AI agents have a fundamentally different attack surface: tools, memory, multi-step reasoning, and protocol endpoints.
Ziran tests the agent as a system — the thing that wields tools, retains memory, chains reasoning, and exposes APIs. That's where the real risk lives.
Capabilities
Everything from the open-source scanner, plus managed infrastructure, team collaboration, and continuous monitoring.
Interactive knowledge graphs, vulnerability findings, and trust scores in one place.
Continuous monitoring of your agents on a cadence you set.
GitHub Action quality gate with pass/fail status and SARIF output.
Point at any HTTPS endpoint. Auto-detects REST, OpenAI, MCP, and A2A protocols.
Automatic detection of dangerous tool combinations — e.g., read_file + http_request = data exfiltration.
Trust exploitation that mirrors real attacker behaviour, not single-prompt tests.
Shared workspace for security and engineering teams.
Track your agent security posture over time.
Open Source vs Cloud
Ziran Cloud adds managed infrastructure and collaboration on top of the same scanner you already trust.
| Open Source (Free) | Ziran Cloud | |
|---|---|---|
| Agent scanning | ✓ | ✓ |
| Tool chain analysis | ✓ | ✓ |
| Multi-phase campaigns | ✓ | ✓ |
| CI/CD quality gate | ✓ | ✓ |
| Remote agent scanning | ✓ | ✓ |
| Hosted dashboard | — | ✓ |
| Scheduled scans | — | ✓ |
| Team workspace | — | ✓ |
| Scan history & trends | — | ✓ |
| Managed infrastructure | — | ✓ |
| Priority support | — | ✓ |
Start free with the open-source scanner. Upgrade to Cloud when you need managed infrastructure and team features.
For individual developers and small teams
For engineering teams shipping agents to production
For organisations with compliance and governance requirements
Early Access
Join the early access list to get first access and help shape the product.
We'll reach out when Ziran Cloud is ready. In the meantime, check out the open-source version.