ShipSafe vs SonarQube — Security Scanner Comparison
SonarQube is a mature code quality and security platform used by enterprises worldwide. ShipSafe is a lightweight, local-only security scanner built for developers using AI coding assistants. Here is how they compare.
Feature Comparison
| Feature | ShipSafe | SonarQube |
|---|---|---|
| Setup | npm install, zero config | Requires server deployment |
| Infrastructure | CLI only | Server + database required |
| False positive rate | Low (Tree-sitter AST) | Moderate (known for noise) |
| Code quality rules | Security focused | Security + code quality + code smells |
| Prompt injection detection | 7 rules | Not available |
| Malicious MCP scanning | 30 patterns | Not available |
| Secret detection | 174 patterns | Basic patterns |
| Image metadata stripping | Built-in (MetaStrip) | Not available |
| MCP server for AI assistants | 8 tools | Not available |
| Git pre-commit hooks | Built-in | Not available (CI/CD focus) |
| Language support | JS, TS, Python | 29 languages |
| Code coverage tracking | Not available | Built-in |
| Technical debt tracking | Not available | Built-in |
ShipSafe Strengths
- ✓Zero configuration — npm install and scan immediately
- ✓No server infrastructure required — runs as a CLI
- ✓Lower false positive rate using Tree-sitter AST analysis
- ✓AI security detection (prompt injection, malicious MCP servers)
- ✓Image metadata stripping (MetaStrip) — unique capability
- ✓Git pre-commit hooks block issues before they reach the repo
- ✓MCP server integrates directly with AI coding assistants
- ✓Free for solo projects with no server costs
SonarQube Strengths
- ✓Comprehensive code quality analysis beyond security (maintainability, reliability)
- ✓Technical debt tracking and quality gates
- ✓Code coverage integration and tracking
- ✓29 language support vs ShipSafe's 3
- ✓Mature enterprise features (quality profiles, project portfolios)
- ✓Well-established industry standard with extensive documentation
Key Differentiators
Setup Complexity
ShipSafe is a single npm install. SonarQube requires deploying a server (Java), setting up a database, and configuring project analysis.
False Positives
ShipSafe uses Tree-sitter AST for context-aware detection. SonarQube is known for generating significant noise that requires triage.
AI Security
ShipSafe has prompt injection and MCP threat detection. SonarQube has no AI-specific security rules.
Developer Workflow
ShipSafe integrates into the developer workflow with git hooks and MCP. SonarQube is CI/CD focused with results on a dashboard.
The Verdict
Choose ShipSafe if you want lightweight, zero-config security scanning with AI-specific rules and low false positives. Choose SonarQube if you need comprehensive code quality tracking, technical debt management, or multi-language support across a large organization.
Try ShipSafe Free
Install and scan your project in under 60 seconds.
npm install -g @shipsafe/cli