Best Static Application Security Testing (SAST) Software for Google Cloud Platform

GitHub stands as the leading platform for developers globally, renowned for its security, scalability, and community appreciation. By joining the ranks of millions of developers and businesses, you can contribute to the software that drives the world forward. Collaborate within the most inventive communities, all while utilizing our top-tier tools, support, and services. If you're overseeing various contributors, take advantage of our free GitHub Team for Open Source option. Additionally, GitHub Sponsors is available to assist in financing your projects. We're thrilled to announce the return of The Pack, where we’ve teamed up to provide students and educators with complimentary access to premier developer tools throughout the academic year and beyond. Furthermore, if you work for a recognized nonprofit, association, or a 501(c)(3), we offer a discounted Organization account to support your mission. With these offerings, GitHub continues to empower diverse users in their software development journeys.

GitLab is a complete DevOps platform. GitLab gives you a complete CI/CD toolchain right out of the box. One interface. One conversation. One permission model. GitLab is a complete DevOps platform, delivered in one application. It fundamentally changes the way Security, Development, and Ops teams collaborate. GitLab reduces development time and costs, reduces application vulnerabilities, and speeds up software delivery. It also increases developer productivity. Source code management allows for collaboration, sharing, and coordination across the entire software development team. To accelerate software delivery, track and merge branches, audit changes, and enable concurrent work. Code can be reviewed, discussed, shared knowledge, and identified defects among distributed teams through asynchronous review. Automate, track, and report code reviews.

Snyk is the leader in developer security. We empower the world’s developers to build secure applications and equip security teams to meet the demands of the digital world. Our developer-first approach ensures organizations can secure all of the critical components of their applications from code to cloud, leading to increased developer productivity, revenue growth, customer satisfaction, cost savings and an overall improved security posture. Snyk is a developer security platform that automatically integrates with a developer’s workflow and is purpose-built for security teams to collaborate with their development teams.

Jit's DevSecOps Orchestration Platform allows high-velocity Engineering teams to own product security while increasing dev velocity. With a unified and friendly developer experience, we envision a world where every cloud application is born with Minimal Viable Security (MVS) embedded and iteratively improves by adding Continuous Security into CI/CD/CS.

Backslash Security is the governance and visibility platform built for organizations where AI coding tools are already part of how software gets built. GitHub Copilot, Cursor, Windsurf, Claude Code, and Gemini CLI have fundamentally changed the development lifecycle — and the security controls most organizations rely on were not designed for this environment. Backslash provides a comprehensive AI coding tool inventory and policy enforcement across the full AI coding spectrum, giving security teams visibility into every active tool and the risk introduced before it reaches production. This includes vibe coding security — risk detection purpose-built for vulnerability patterns in AI-generated code that traditional scanners are not equipped to catch. As AI coding agents grow more capable, they increasingly operate with access to external services, internal data, and organizational infrastructure through MCP servers. Over-permissioned agents and misconfigured MCP connections create data leakage pathways — exposing sensitive organizational data to AI models without security team awareness or enforcement controls. These are active exposure points, not theoretical risks. Backslash addresses this directly. The platform maps every MCP server connection, identifies over-permissioned AI agent configurations, and enforces least-privilege access before data leakage occurs. Security teams gain full visibility into what AI agents can access and where permissions exceed what the task requires. For security leaders governing an environment that moved faster than their controls, Backslash is the missing layer — built from the ground up for AI-native development, not retrofitted from a previous generation of tooling.

CloudDefense.AI stands out as a premier multi-layered Cloud Native Application Protection Platform (CNAPP), expertly designed to protect your cloud assets and cloud-native applications with exceptional skill, accuracy, and assurance. Enhance your code-to-cloud journey with the superior capabilities of our top-tier CNAPP, which provides unparalleled security measures to maintain the integrity and confidentiality of your business's data. Our platform encompasses a wide range of features, including sophisticated threat detection, continuous monitoring, and swift incident response, ensuring comprehensive protection that empowers you to tackle today's intricate security hurdles with ease. By seamlessly integrating with your cloud and Kubernetes environments, our innovative CNAPP performs rapid infrastructure scans and generates detailed vulnerability assessments in just minutes, eliminating the need for additional resources or maintenance concerns. We take care of everything, from addressing vulnerabilities to ensuring compliance across multiple cloud platforms, protecting workloads, and securing containerized applications, so you can focus on growing your business without worrying about security breaches. With CloudDefense.AI, you can rest assured that your cloud ecosystem is fortified against potential threats.

SecureStack can detect common security issues in your CI/CD pipeline and prevent them from getting into your applications. SecureStack automatically embeds security with every git push. Our technology is designed to check every aspect of your application security. We look for missing security controls and correct encryption. We also test the effectiveness of your WAF. All this was done in less than 60 seconds. You can see what hackers can see when they look at your applications. Compare your development, staging, and production environments to quickly identify critical differences and find solutions to high-priority issues. We help you to decompose your web app so you can see all the resources used behind the scenes.

DeepSource is a modern AI-driven code review and code quality platform built to help engineering teams deliver secure and maintainable software. The platform combines deterministic static analysis with intelligent AI agents to automatically review code changes across repositories. Developers can integrate DeepSource with popular version control systems such as GitHub, GitLab, Bitbucket, and Azure DevOps to analyze pull requests as they are created. During each review, the system scans code for potential bugs, security vulnerabilities, performance issues, and architectural problems. It provides inline feedback directly inside pull requests, allowing developers to resolve issues before merging code into production. DeepSource also offers automated patch suggestions through its Autofix feature, helping teams fix problems faster without interrupting development workflows. Security-focused capabilities include secrets detection, open-source dependency vulnerability scanning, and infrastructure-as-code configuration analysis. The platform tracks code coverage to highlight untested areas and ensures teams maintain testing standards before releasing updates. Compliance reporting aligned with major security frameworks helps organizations stay audit-ready. With automated insights and actionable feedback, DeepSource helps development teams improve code quality while accelerating software delivery.

The Fastest Code Analysis. 40X faster scan speeds so developers don't have to wait long for results after submitting a pull request. The Most Accurate Result. Qwiet AI is the only AI with the highest OWASP benchmark score. This is more than triple the commercial average, and more than twice the second highest score. Developer-Centric Security Processes. 96% of developers say that disconnected security and developer workflows hinder their productivity. Implementing developer-centric AppSec workflows decreases mean-time-to-remediation (MTTR), typically by 5X - enhancing both security and developer productivity. Automated Business Logic Flaws in Dev. Identify vulnerabilities unique to your codebase before they reach production. Achieve compliance. Maintain and demonstrate compliance with privacy and security regulations such as SOC 2 PCI-DSS GDPR and CCPA.

Coverity Static Analysis serves as an all-encompassing solution for code scanning, assisting both developers and security teams in producing superior software that meets security, functional safety, and various industry standards. It efficiently detects intricate defects within large codebases, pinpointing and addressing quality and security concerns that may arise across multiple files and libraries. Coverity ensures adherence to numerous standards such as OWASP Top 10, CWE Top 25, MISRA, and CERT C/C++/Java, and offers comprehensive reports that help in monitoring and prioritizing issues. By utilizing the Code Sight™ IDE plugin, developers benefit from immediate feedback, including insights on CWE and instructions for remediation, directly integrated into their development settings, which helps to weave security practices seamlessly into the software development lifecycle while maintaining developer productivity. This tool not only contributes to enhanced code integrity but also fosters a culture of continuous improvement in software security practices.

Take stock of your applications, APIs, and hidden assets within your expansive multi-cloud framework. Develop tailored policies for various asset categories, utilize automated attack tools, and evaluate security weaknesses. Address security concerns prior to launching into production, ensuring compliance for both applications and cloud data. Implement automatic remediation processes for vulnerabilities, with options to revert changes to prevent data leaks. Effective security identifies issues swiftly, while exceptional security eliminates them entirely. Data Theorem is dedicated to creating outstanding products that streamline the most complex aspects of contemporary application security. At the heart of Data Theorem lies the Analyzer Engine, which empowers users to continuously exploit and penetrate application vulnerabilities using both the analyzer engine and proprietary attack tools. Furthermore, Data Theorem has created the leading open-source SDK, TrustKit, which is utilized by countless developers. As our technology ecosystem expands, we enable customers to easily safeguard their entire Application Security (AppSec) stack. By prioritizing innovative solutions, we aim to stay at the forefront of security advancements.

Modern application development is filled with obstacles such as speed, scalability, and quality, often causing security to be an afterthought. Currently, Application Security Testing (AST) is typically conducted only during the final phases of the Software Development Life Cycle (SDLC), resulting in costly, disruptive, and inefficient processes. In the fast-paced DevOps landscape, there is a pressing need for a security model that minimizes distractions and is woven into the fabric of product development. We45 assists product teams in constructing a comprehensive application security tooling framework, enabling the early detection and resolution of vulnerabilities during the development stage, which leads to a significant reduction of security flaws in the final product. Implementing security automation from the outset is crucial; by integrating AST with Continuous Integration/Deployment platforms such as Jenkins, security assessments can be performed continuously from the moment code is committed. This proactive approach not only enhances security but also streamlines the development process, ensuring that teams can deliver robust applications without compromising on safety.

Seeker® is an advanced interactive application security testing (IAST) tool that offers exceptional insights into the security status of your web applications. It detects trends in vulnerabilities relative to compliance benchmarks such as OWASP Top 10, PCI DSS, GDPR, CAPEC, and CWE/SANS Top 25. Moreover, Seeker allows security teams to monitor sensitive information, ensuring it is adequately protected and not inadvertently recorded in logs or databases without the necessary encryption. Its smooth integration with DevOps CI/CD workflows facilitates ongoing application security assessments and validations. Unlike many other IAST tools, Seeker not only uncovers security weaknesses but also confirms their potential for exploitation, equipping developers with a prioritized list of verified issues that need attention. Utilizing its patented techniques, Seeker efficiently processes a vast number of HTTP(S) requests, nearly eliminating false positives and fostering increased productivity while reducing business risks. In essence, Seeker stands out as a comprehensive solution that not only identifies but also mitigates security threats effectively.

Oxeye is specifically created to identify weak points in the code of distributed cloud-native applications. By integrating advanced SAST, DAST, IAST, and SCA functionalities, we enable comprehensive risk assessment in both Development and Runtime environments. Tailored for developers and AppSec teams alike, Oxeye facilitates a shift-left approach to security, streamlining the development process, minimizing obstacles, and eradicating vulnerabilities. Our solution is known for providing dependable outcomes with exceptional accuracy. Oxeye thoroughly examines code vulnerabilities within microservices, offering a risk assessment that is contextualized and enhanced by data from infrastructure configurations. With Oxeye, developers can efficiently monitor and rectify vulnerabilities in their applications. We provide transparency in the vulnerability management process, including visibility into the steps needed to reproduce issues and pinpointing the specific lines of code affected. Furthermore, Oxeye seamlessly integrates as a Daemonset through a single deployment, requiring no modifications to existing code. This ensures that security remains unobtrusive while enhancing the safety of your cloud-native applications. Ultimately, our goal is to empower teams to prioritize security without compromising their development speed.

Enhance your cyber security measures with the Rainforest platform, which is designed to protect your innovations and instill confidence as you navigate the digital landscape securely. With rapid implementation and swift results, Rainforest offers a solution that is far less complex than traditional options, saving companies both time and resources. The platform allows for a seamless integration process, enabling your team to focus on resolving issues rather than getting bogged down in implementation. Utilizing advanced AI, our trained models provide insightful fix suggestions, making it easier for your team to tackle challenges effectively. With seven distinct application analyses that cover comprehensive application security, local code evaluations, and AI-driven recommendations, you can expect quick vulnerability detection and effective remediation for strong application defense. Furthermore, continuous cloud security posture management identifies misconfigurations and vulnerabilities in real-time, making it simple to enhance your cloud security effortlessly. Ultimately, Rainforest empowers organizations to operate securely and confidently in an increasingly complex digital environment.

Security-driven automated code reviews are now a reality with CodePatrol, which conducts robust SAST scans on your project's source code to detect security vulnerabilities at an early stage. Backed by the expertise of Claranet and Checkmarx, CodePatrol supports a diverse range of programming languages and utilizes multiple SAST engines to enhance scanning accuracy. With automated alerts and customizable filter rules, you can remain informed about the most recent code vulnerabilities in your project. Leveraging top-tier SAST tools from Checkmarx along with Claranet Cyber Security's knowledge, CodePatrol effectively identifies emerging threat vectors. Regular scans from various code analysis engines provide comprehensive insights into your project, ensuring thorough examination. You can conveniently access CodePatrol at any time to review the consolidated scan results, enabling you to promptly address any security issues in your project and enhance its overall integrity. Continuous monitoring and proactive scanning are essential to maintaining a secure coding environment.

Maintain high-quality code while adhering to agile development cycles. Jtest's extensive Java testing tools will ensure that you code flawlessly at every stage of Java software development. Streamline Compliance with Security Standards. Ensure that your Java code conforms to industry security standards. Automated generation of compliance verification documentation Get Quality Software Out Faster Java testing tools can be integrated to detect defects faster and more efficiently. Reduce time and costs by avoiding costly and complicated problems later. Increase your return on unit testing. Create a set of JUnit test suites that are easy to maintain and optimize for code coverage. Smart test execution allows you to get faster feedback from CI as well as within your IDE. Parasoft Jtest integrates seamlessly into your development ecosystem and CI/CD pipeline for real-time, intelligent feedback about your testing and compliance progress.