Top 10 Code Security Tools
1. Semgrep
Semgrep provides lightweight, customizable static analysis with pattern-based searching that allows precise vulnerability targeting. It offers a rich, built-in library of rules for common vulnerabilities like OWASP Top 10 and compliance checks, such as GDPR, making it easier to start scanning for critical issues out of the box.
Best for: Developers looking to customize their code security tool to detect system-specific code flaws.
Review: “One of the things that I love most about Semgrep is how easy it is to use. As a static analysis tool, it is known to be intimidating or difficult to integrate into existing workflows. But with Semgrep, developers don't have to worry about that. It seamlessly integrates with many popular code editors, version control systems, and continuous integration tools.”
2. Jit
Jit unifies over ten security scanners, including SAST, DAST, and SCA, into a single platform. Integrated with GitHub and GitLab, it provides real-time scanning and remediation suggestions directly on pull requests. It also prioritizes all issues in the backlog based on their runtime context, like whether they’re exposed to the internet or deployed to production.
Best for: Teams looking for an all-in-one platform for Application Security Posture Management (ASPM).
Review: "One of the most helpful aspects of the scanners is the ability to create a PR to fix a vulnerability from within the scan results, and the PR already has the needed code changes. That streamlines the process and provides great documentation for system and security audits.”
3. Gosec
Gosec is built for Golang projects. It scans for vulnerabilities like SQL injections, hardcoded credentials, and unsafe package usage. It also catches misconfigurations, such as incorrect file permissions, which enable access to modify files or insert malicious code. With seamless CI/CD integration, Gosec offers real-time feedback during builds and supports custom rules to address your project’s security needs.
Best for: Teams working with Go who need tailored security scanning for their codebase.
4. Checkmarx
Checkmarx offers broad language support and both static and dynamic code analysis. Its Contextual Code Analysis tracks vulnerabilities across the entire application flow, while CxQL allows custom queries tailored to specific security needs.
With deep integration into CI tools like Jenkins and GitLab, it automates security checks at every code commit.
Best for: Enterprises needing extensive multi-language support and deep code analysis for complex vulnerabilities.
Review: "The most valuable features are the easy-to-understand interface and its user-friendly. Reduce the code using the cxsast plugin. It will scan code line by line and find most of the vulnerabilities. Very easy to use. Vulnerability report is awesome.”
5. Spectral
Spectral offers fast, developer-friendly scanning for source code, config files, and sensitive data like keys and credentials. Its proprietary algorithms catch secret leakage while keeping false positives low. You can easily integrate it into your CI/CD pipeline and version control, so it runs pre-commit and pre-push checks to catch security issues before they get into your repos.
Best for: Teams needing a fast, lightweight data discovery tool.
Review: "One of the reasons we picked Spectral over the other products is Spectral has low false-positive results, which gives us a high confidence factor and saves us precious development time.”
6. Veracode
Veracode equips you with robust security tools like SAST, DAST, and SCA, prioritizing vulnerabilities based on actual risk factors such as exploitability. Integrated into your CI/CD pipeline, it automates security checks, while the Greenlight tool provides real-time feedback as you code. Veracode is known for its tailored reporting to various compliance frameworks.
Best for: Large organizations focused on reporting to auditors.
Review: "It's a tool to make a static code scan and detect the exposed secrets or passwords before the application is released. We can create multiple sandboxes and run various parts of the code individually. Veracode can be easily integrated with CI/CD pipelines, making it easy to trigger the scan.”
7. Myrror
Myrror secures your software supply chain in real-time using multidimensional SCA engines, including vulnerability reachability analysis, which helps reduce false positives. Its Binary-to-Source tech uncovers threats traditional scanners miss and provides an optimized remediation plan to resolve vulnerabilities quickly.
Best for: Teams concerned about supply chain security in their code.
Review: "We’ve onboarded Myrror for our SOC2 purpose and to keep our SDLC secure, but we also quickly realized that their prioritization and remediation engines save us hours of triaging work, which is a game changer in open-source security.”
8. Fortify On Demand
Fortify on Demand offers real-time code security with constantly updated rule packs to detect the latest threats. Its ability to scale from small projects to thousands of applications makes it ideal for growing teams. It provides detailed, actionable remediation guidance and integrates seamlessly into DevOps pipelines.
Best for: Best for teams needing scalable, real-time security with in-depth reporting.
Review: "Fortify provides excellent drill-down capabilities for analyzing vulnerabilities and recommended steps for fixing or remediation.”
9. Parasoft
Parasoft integrates with your software development workflows, giving you real-time static analysis and the ability to customize security rules for your unique needs. Its AI-driven test generation helps catch risks early, and detailed reports prioritize fixes based on your compliance and risk goals.
Best for: Teams needing customizable security checks to meet specific compliance goals.
Review: "After spending the past several weeks using Parasoft Jtest, I have found it to be a helpful tool overall concerning increasing the speed of creating tests. However, I found the documentation for the setup to be a bit unclear, specifically for configuring the License and DTP preferences.”
10. Aqua
Aqua specializes in securing containerized apps with static and dynamic analysis designed for Kubernetes and cloud-native environments. It integrates deeply with your cloud stack, offering real-time vulnerability detection, runtime protection, and policy enforcement tailored specifically for containerized workloads and microservices.
Best for: DevOps teams working in cloud-native and containerized environments.
Review: "What I like best about Aqua Security is its comprehensive approach to security, proactive threat intelligence, strong focus on compliance, exceptional customer support, and commitment to continuous improvement. They truly excel in providing robust and tailored security solutions.”
Security Starts in Your Code
When security flaws sneak into production, the fallout can be devastating—expensive fixes, breaches, and a bruised reputation. Catching these issues early is the smart move, saving you time and money. That’s why code scanning tools are a must for keeping your code clean and secure from the get-go.
By integrating powerful tools like Semgrep and Gosec, Jit brings everything you need into one streamlined platform. You get real-time scanning, intelligent prioritization based on runtime context, and instant fixes right where you need them – directly in your development workflow. Catch issues early and resolve them fast so your code stays secure without interrupting your momentum.
Want to see how Jit can help you improve code security effortlessly? Book a demo here.