AI-Driven Analysis
Hybrid AI combines large language models with classical taint analysis to drop false positives toward zero. You spend time fixing real exploit paths, not triaging noise.
Product · SAST
AppSec for theagent era.
Reachability-aware static analysis. Your agent writes 500 lines. We flag the three exploitable ones before the PR opens.
Capabilities
Six features that make CybeDefend SAST the developer-first scanner.
Hybrid AI + reachability + framework awareness, wired into the same loop your agent uses to write code. Real-time feedback, fewer false positives, AI-generated fixes that ship as PRs.
Comprehensive Language Support
Eighteen languages, every web framework worth shipping. JavaScript, TypeScript, Python, Go, Java, Kotlin, Rust, C# / .NET, Ruby, PHP, Swift, Scala, Elixir, Solidity, plus framework-aware data-flow for Express, Spring, Django, Rails, Phoenix, Laravel, ASP.NET, Gin, Fastify.
Automated Fixes & Remediation
AI-generated patches arrive directly in the IDE or as a signed PR with a regression test attached. Verified, CI-gated, never just a suggestion.
Customizable Policies
Tune severity, scope and per-team scoping. Block at PR or warn-only. Exceptions carry an expiry and an audit trail.
Seamless Integration
Native MCP server, plug it into any MCP-compatible agent: Claude Code, Cursor, Windsurf, GitHub Copilot, Gemini. First-class plugins for VS Code and the full JetBrains family. PR gates on GitHub and GitLab. CI gates on GitHub Actions, GitLab CI, plus a REST API for any other system.
Developer-Centric Reporting
Every finding ships with a 3-line plain-English explanation, the reproducible exploit path, the file and line, and the suggested patch. No security PhD required.
Why choose CybeDefend
Real-time AppSec, where your code lives.
Three reasons CybeDefend SAST replaces the legacy stack instead of adding to it.
Real-Time Feedback
Scan and secure your code in real time during the development process, agent-time, not nightly CI. Verdict before the line is even suggested.
Hybrid AI Technology
Our solution combines large language models with traditional taint and reachability analysis. The hybrid approach pushes accuracy up and false positives down, you trust the queue.
Collaboration Tools
Findings flow into Jira, GitHub Issues, GitLab Issues and Slack. Triage and remediation happen where your team already lives, the unified dashboard stays the source of truth.
Where SAST runs
Editor, agent and pipeline.
MCP-native in eight AI coding agents. First-class plugins for VS Code, Cursor, JetBrains. SARIF 2.1 in every CI.
Browse all integrationsFAQ
Frequently asked about CybeDefend SAST.
How is CybeDefend SAST different from legacy scanners like Semgrep, Snyk Code or Checkmarx?
Legacy SAST runs on commits and floods you with 85-95% false positives, the NIST Software Assurance Metrics Working Group puts pattern-based scanner noise at that level. CybeDefend runs at agent-time on the diff your AI agent is about to write, before the file is even saved. We combine reachability tracing (does this taint path actually reach a sink?), framework-aware data-flow models covering Express, Spring, Django, Rails, ASP.NET, and the major ORMs, plus exploit-path scoring to rank findings by real exploitability rather than pattern match count. On production repos, our verified queue stays tight enough to triage in minutes rather than days. We also ship verified AI-generated fixes alongside every finding, most legacy scanners stop at the alert. The result: drastically fewer false positives, security enforced before the PR exists, and automated remediation your agent can apply in the same session.
Which languages and frameworks do you support?
Eighteen languages: JavaScript, TypeScript, Python, Go, Java, Kotlin, Rust, C# / .NET, Ruby, PHP, Swift, Scala, Elixir, Solidity, plus C / C++, HTML and more. Framework-aware data-flow models cover Express, Spring, Django, Rails, Phoenix, Laravel, ASP.NET, Gin, Fastify and the major ORMs. New frameworks ship monthly.
Does CybeDefend SAST integrate with my existing IDE and CI?
Yes. We ship a native MCP server, so any MCP-compatible agent (Claude Code, Cursor, Windsurf, GitHub Copilot, Gemini) consumes verdicts directly. Dedicated plugins ship for VS Code and the JetBrains family (IntelliJ, PhpStorm, WebStorm, PyCharm, DataGrip, Rider, CLion, RustRover, GoLand, RubyMine, AppCode). First-class CI integration on GitHub Actions and GitLab CI; a REST API and CLI cover any other system you run.
What about false positives?
Hybrid AI plus reachability tracing pushes false positives toward zero on the verified queue. Findings the engine cannot confirm are tagged as 'reachable but cold' or 'unreachable' and demoted, never paged. Net result on real customer repos: drastically fewer false positives across SAST, SCA, IaC and secrets, with the verified queue staying tight enough to triage in minutes, not days.
Get started
Install free in your IDE. First scan in 5 minutes.
No credit card. No setup call. Pick your agent, paste the command, and Cybe enforces your rules from the very next prompt.
Region
claude mcp add cybedefend --transport http https://mcp-eu.cybedefend.com/mcpHosted MCP, no install. Just register the URL with your agent.