By combining agentless scanning and runtime sensors, Kavach-AI lets security, developer and DevOps teams see their AI agents, LLM tool calls and cloud infrastructure in one operating picture — remediate exactly what matters, and stop attacks in real time.
Trusted by forward-looking platform & security teams
A new operating model, Inside-Out, links context of code to production agents in real time, letting security teams see their live AI inventory, high-signal exposures and whether an attack is already unfolding.
Agents, tools, data flows, MCP servers and non-human identities change too quickly for manual inventories. Kavach keeps a live map of everything — who owns it, what it reaches, and what data it can touch.
Static severity scores create huge backlogs without showing whether a tool is reachable, exposed or connected to a likely attack path. Kavach uses live exposure to separate real risk from theoretical risk.
Config scans can't see prompt attacks, abnormal tool calls, sensitive data in motion or malicious API usage. Kavach connects runtime signals with cloud activity to spot deviations as they occur and contain them instantly.
Built on the engine that powers the Kavach open-source MCP middleware — trusted where agents meet production.
The same rule engine shipped in kavach-mcp powers the platform. Every agent tool call is scanned against rule families for prompt injection, secret leakage, PII, SQL injection, path traversal and destructive actions — before it reaches your infrastructure.
Eleven rule families covering the most common attacks against AI agents and the APIs they call.
System override and jailbreak attempts.
Attempts to leak system data or prompts.
Aadhaar, credit cards, phone numbers.
AWS keys, OpenAI keys, private keys.
Database attack patterns.
File escape attempts.
Command chaining attacks.
Dangerous file operations.
Delete bucket / instance / database.
Code execution attempts.
Unsafe MCP tool usage.
Any regex you define, merged or replaced.
"Kavach acts as an extension of our security team. Within minutes of wiring the middleware into our agents, we had guardrails on every tool call — and our compliance workflow went from weeks to days."
PPriya RaghavanDirector of Information Security · Vertex Bank
"We consolidated three runtime tools into Kavach. Live context tells us which alerts are real — our triage time dropped by roughly 10x."
MMarcus FeldHead of Cloud Engineering · NimbusScale
"The detection engine is fast enough to sit in our hot path. Latency is negligible, and masking means even our logs are safe to ship to SIEM."
AAisha NkemeluStaff Security Engineer · Fathom Data
Connect Kavach to your agents and MCP servers. See live inventory, high-signal risks and active containment in under ten minutes.
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