Ecosystem

Three Products, One Stack

Pre-deployment scanning, continuous threat intelligence, and runtime enforcement. Each product feeds the others. The result is a security loop that gets stronger with every deployment.

Aguara Scan

Scan before you deploy

  • 217 detection rules across 16 categories
  • NLP classifiers + taint tracking
  • NFKC normalization
  • OWASP Agentic 7/10
  • Open source
Open Source

Aguara Watch

Know what's out there

  • 57,000+ MCP skills scanned across 7 registries
  • Free online scanner via WebAssembly
  • Threat intel feeds into detection rules
Free

Oktsec

Enforce at runtime

  • 10-stage security pipeline
  • MCP + CLI dual channel
  • Tamper-evident audit trail
  • LLM threat intelligence
  • Real-time dashboard
Core Product

Feedback Loop

The Data Flywheel

Every threat discovered becomes a detection rule. Every rule runs in the runtime pipeline. Every confirmed threat generates new intelligence.

Step 1

Watch discovers threat

Continuous scanning across the MCP ecosystem surfaces new risks before they reach your agents.

57K+ skills scanned
Step 2

New detection rule

Threat patterns get codified as YAML detection rules and added to the Aguara rule engine.

217 rules
Step 3

Oktsec catches it

The runtime pipeline blocks the threat before it reaches your MCP servers or executes on disk.

Blocked at runtime
Step 4

LLM confirms + refines

Optional LLM analysis validates the detection and proposes rule refinements that feed back into the engine.

Rule feeds back

Every threat discovered by Aguara Watch becomes a detection rule. Every rule runs in Oktsec's runtime pipeline. Every confirmed threat generates new intelligence. This feedback loop gets stronger with every deployment.

Why This Matters

The flywheel compounds.

Without ecosystem
Point solution. Detects known threats only.
With Aguara
217 rules updated continuously from real MCP ecosystem data.
With Watch
57K+ skills pre-scanned. Threats found before they reach your agents.
With Oktsec
Runtime enforcement, audit trail, compliance.
Full stack
Watch feeds Rules. Rules feed Oktsec. Oktsec feeds Watch. The flywheel compounds.

Integrations

Plugs Into Your Stack

SDKs, metrics, alerts, and CI/CD output. Oktsec fits wherever your agents run.

MCP Client Discovery

17 MCP clients discovered, 14 wrappable. Auto-configures gateway for Claude Desktop, Cursor, Windsurf, and more.

Go SDK + Python SDK

Native Go and Python libraries for programmatic access. Python on PyPI: oktsec

Prometheus Metrics

6 metric families exposed on /metrics. Plug into Grafana, Datadog, or any Prometheus-compatible stack.

Webhook Alerts

Configurable webhook notifications for threat events. Route to Slack, PagerDuty, or your own endpoint.

SARIF Export

Static Analysis Results Interchange Format output for GitHub Code Scanning. Integrates findings directly into your PR review workflow.