SonarQube verifies what Semgrep only scans
SonarQube is your independent verification layer for both developer and AI-generated code. Sonar ensures that your code is secure, maintainable, and production-ready.
4.6 / 5
超过 700 万
开发人员使用 Sonar
750 billion
LoC analyzed daily
75%
Fortune 100 Companies
Why development teams switch to SonarQube
Verify every merge
Move from finding bugs to enforcing standards.
Go beyond AppSec scanning
Adopt a holistic view of code health and reliability.
Unify code quality and code security
Eliminate the friction of fragmented tools.
Set standards developers actually follow
Provide actionable intelligence in the IDE.
Bring governance into the developer workflow
Automate compliance without slowing down velocity.
Eliminates developer noise
Reduce friction with code intelligence that prioritizes real risks over false positives.
Two platforms, two very different outcomes
Semgrep helps detect issues. SonarQube enforces verification standards across the entire codebase.
Recommended  |  | |
|---|---|---|
| Integrated code quality + security | ||
| Data-flow aware analysis | ||
| Cross-method dataflow taint analysis | Limited (file-by-file) | |
| Quality gates / merge standards | ||
| Maintainability / code smells / technical debt | ||
| Architectural conformance | ||
The tooling capabilities that actually matter
A quick comparison of the features buyers look for first.
Recommended | | |
|---|---|---|
| Language support and framework | 40+ languages, frameworks, and IaC technologies | 30+ languages |
| Automated code reviews | ||
| Architecture management | ||
| Context Augmentation | ||
| Agentic Analysis | ||
| Code security analysis (SAST) | ||
| Supply chain security / SCA | ||
| SBOM generation | ||
| Secrets detection | ||
| Quality profiles (out-of-box-standards) | ||
| SDLC governance | ||
| Compliance and reporting (OWASP Top 10 LLM, CWE, STIG, CASA, etc.) | Limited | |
| IDE integration | (VS Code, JetBrains, Visual Studio, Eclipse) | (VS Code, JetBrains) |
| Unified SonarQube CLI for agentic workflows | ||
| PR / branch analysis | ||
| CI/CD integration | ||
| Self-managed deployment | ||
Why engineering and security teams choose SonarQube
Verify what ships
SonarQube powers the Agent Centric Development Cycle. Use Agentic Analysis for self-correction, MCP Server for integration, and Context Augmentation to guide agents with standards—ensuring every line of code is verified.
Unify quality and security
Semgrep is primarily a security tool. It doesn't track maintainability, complexity, duplication, or technical debt. SonarQube combines code quality, security analysis, and governance into a single developer workflow — eliminating the fragmented toolchains that slow teams down and produce conflicting signals.
Turn standards into action
Engineering leaders use quality gates and profiles to enforce standards across human and AI code. Centralized reports provide a transparent paper trail for both security compliance (OWASP, CWE, STIG) and code quality governance.
"We're not just keeping quality high; we're actually able to go faster because we’ve cleared a lot of that tech debt that’s been there for years. AI makes it easier to deliver velocity, but only if you provide the right context from tools like SonarQube.”
Stephen Byrnes, Distinguished Engineer
