Features
Automated exploit generation with executable proof-of-concepts
Deep static analysis with taint tracking and reachability analysis
Dependency vulnerability scanning
Secrets detection (API keys, tokens, passwords, certificates)
API security analysis (REST, GraphQL, gRPC) for IDOR, broken auth, injection
AI-powered triage and contextual security Q&A
Customizable scan rules per repository
Real-time scanning with streaming results and job cancellation
CI integration with diff-based incremental scanning and blocking gates
PR security scanning with inline comments and SARIF output
Security analytics with score tracking and trend monitoring
Enterprise controls: SSO/SAML, RBAC, self-hosted deployment
MCP integration for AI editors (Cursor, Claude, Windsurf, Cline)
Autonomous audit of production-grade codebases
Continuous protection with automated patches via PRs
Hybrid AI (symbolic + generative) vulnerability detection
85%-accurate security autofixes via Snyk Agent Fix
Risk-based prioritization (reachability, exploit maturity)
19+ supported programming languages
Custom rules with AI autocomplete via DeepCode AI Search
Context-aware vulnerability scanning
Automated code fix suggestions in IDE plugins
Privacy-safe: no training on customer code
CI/CD, SCM, and IDE integrations
AI-generated code scanning
MTTR reduction of 84% or more
Multi-model AI ensemble for accuracy
Snyk Remediation Agent CLI for bulk OSS fixes
Agentic Development Security (ADS) capabilities
Integration with Anthropic Claude Enterprise
