List of the Top 8 Static Code Analysis Software for JSON in 2025

Parasoft aims to deliver automated testing tools and knowledge that enable companies to accelerate the launch of secure and dependable software. Parasoft C/C++test serves as a comprehensive test automation platform for C and C++, offering capabilities for static analysis, unit testing, and structural code coverage, thereby assisting organizations in meeting stringent industry standards for functional safety and security in embedded software applications. This robust solution not only enhances code quality but also streamlines the development process, ensuring that software is both effective and compliant with necessary regulations.

The Puma Scan Professional End User Edition provides developers with the opportunity to leverage Puma Scan through a Visual Studio extension, boasting enhanced features, fewer false positives, and numerous support alternatives. This particular license is effective for a duration of one year, with options for renewal on an annual basis. On the other hand, the Server Edition allows for command line scanning and can be seamlessly integrated into your build server, eliminating the need for Visual Studio's resources. A single Server license is usable across five build agents within a single organization, and for those with larger demands, additional Build Agent Bundles can be purchased in sets of five. Moreover, the Azure DevOps Extension incorporates a Puma Scan build task into your Azure DevOps pipelines, streamlining your development process. With Azure DevOps Standard licenses, users can scan up to 20 build pipelines, while the Azure DevOps Unlimited licenses provide the capability for unrestricted scanning across an entire organization, guaranteeing thorough coverage for all projects. This range of options empowers organizations to select the most suitable licensing arrangement tailored to their unique scanning needs, ensuring they can effectively manage their software security. Additionally, the flexibility offered by these editions allows for scalability as the organization grows and its scanning requirements evolve.

DeepSource simplifies the task of detecting and fixing code problems during reviews, addressing potential bugs, anti-patterns, performance issues, and security threats. Its integration with Bitbucket, GitHub, or GitLab is quick and easy, taking less than five minutes to set up, which adds to its convenience. It accommodates a variety of programming languages, including Python, Go, Ruby, and JavaScript, and extends its support to all major languages alongside Infrastructure-as-Code features, secret detection, and code coverage. This comprehensive support means DeepSource can be your go-to solution for safeguarding your code. By leveraging the most sophisticated static analysis platform, you ensure that bugs are caught before they reach production. With an extensive set of static analysis rules unmatched in the industry, your team will have a centralized hub for effectively monitoring and maintaining code quality. Additionally, DeepSource automates code formatting, helping to keep your CI pipeline free from style-related disruptions. It also offers the capability to automatically generate and apply fixes for identified problems with minimal effort, significantly boosting your team's productivity and efficiency. Moreover, by streamlining the code review process, DeepSource enhances collaboration among developers, leading to higher quality software outcomes.

Codacy serves as an automated tool for code reviews, utilizing static code analysis to pinpoint issues, which in turn enables engineering teams to conserve time and address technical debt effectively. By integrating effortlessly with existing workflows on various Git providers, as well as platforms like Slack and JIRA through Webhooks, Codacy ensures that teams receive timely notifications regarding security vulnerabilities, code coverage, duplicate code, and the complexity of code with each commit and pull request. Additionally, the tool offers advanced metrics that shed light on the overall health of projects, team performance, and other key indicators. With the Codacy Command Line Interface (CLI), teams can perform code analysis locally, allowing them to access results without having to navigate to their Git provider or the Codacy web application. Supporting over 30 programming languages, Codacy is available in both free and enterprise versions, whether in the cloud or self-hosted, making it a versatile solution for various development environments. For more information and to explore its features, visit https://www.codacy.com/. Furthermore, adopting Codacy can significantly streamline your development process and enhance collaboration among team members.

Brakeman is a dedicated security scanner tailored for Ruby on Rails applications. Unlike numerous other web security scanning tools that often depend on runtime analysis, Brakeman directly examines the source code, which removes the necessity of setting up the entire application environment for its use. Upon completion of the scan, Brakeman produces a detailed report highlighting any identified security vulnerabilities. There is no need for additional setup or configuration after installation; users simply run the tool. Given that it only requires access to the source code, Brakeman can be employed at any stage of the development cycle, allowing developers to create a new application using the command rails new and instantly evaluate it for security issues. Additionally, because Brakeman bypasses the need to crawl websites for discovering all their pages, it provides more extensive coverage by detecting potential problems even in inactive pages. Essentially, Brakeman is equipped to identify security flaws before they can be exploited by malicious actors. Specifically designed for Ruby on Rails applications, Brakeman effectively checks configuration settings against recognized best practices, which helps to ensure a strong security posture. This focused methodology renders Brakeman an indispensable asset for developers who prioritize the security and integrity of their projects. Its ability to assess applications early in the development process further enhances its value, allowing for proactive measures to be taken before deployment.

Klocwork is an advanced static code analysis and SAST tool tailored for programming languages such as C, C++, C#, Java, and JavaScript, adept at identifying issues related to software security, quality, and reliability, while ensuring compliance with various industry standards. Specifically designed for enterprise-level DevOps and DevSecOps settings, Klocwork can effortlessly scale to meet the demands of projects of any size, integrating smoothly with complex systems and a wide range of developer tools, thus promoting control, teamwork, and detailed reporting across the organization. This functionality has positioned Klocwork as a premier solution for static analysis, enabling rapid development cycles without compromising on adherence to security and quality benchmarks. By implementing Klocwork’s static application security testing (SAST) within their DevOps workflows, users can proactively discover and address security vulnerabilities early in the software development process, thereby remaining consistent with internationally recognized security standards. Additionally, Klocwork’s compatibility with CI/CD tools, cloud platforms, containers, and machine provisioning streamlines the automation of security testing, making it both accessible and efficient for development teams. Consequently, organizations can significantly improve their overall software development lifecycle, while minimizing the risks linked to potential security vulnerabilities and enhancing their reputation in the marketplace. Embracing Klocwork not only fosters a culture of security and quality but also empowers teams to innovate more freely and effectively.

Coverity Static Analysis acts as a comprehensive tool for scanning code, aiding developers and security teams in creating high-quality software that aligns with security, functional safety, and various industry benchmarks. It adeptly identifies complex issues within extensive codebases, effectively highlighting and resolving quality and security vulnerabilities that may occur across different files and libraries. By ensuring compliance with multiple standards such as OWASP Top 10, CWE Top 25, MISRA, and CERT C/C++/Java, Coverity provides detailed reports that facilitate the tracking and prioritization of potential issues. Utilizing the Code Sight™ IDE plugin allows developers to receive instant feedback, including guidance on CWE and remediation strategies, which is seamlessly integrated into their development environments. This integration not only promotes security practices throughout the software development lifecycle but also helps maintain high levels of developer productivity. Furthermore, the use of this tool significantly enhances code reliability and cultivates a proactive approach to software security enhancement among teams.

Biome is a powerful toolchain designed specifically for web development, offering outstanding performance in formatting and linting across numerous programming languages, including JavaScript, TypeScript, JSX, TSX, JSON, CSS, and GraphQL. With a formatter that achieves a remarkable 97% compatibility with Prettier, it ensures quick and efficient code formatting that effectively handles flawed code structures in real time across various editors. The integrated linter features over 270 rules derived from ESLint, TypeScript ESLint, and other sources, delivering comprehensive and contextual diagnostics that assist developers in enhancing code quality and adhering to best practices. Built using Rust, Biome promises exceptional speed and efficiency, enabling it to format extensive codebases significantly faster than comparable tools on the market. Additionally, it is designed for seamless integration into diverse development environments, providing a unified solution for code formatting and linting without the need for complex configurations. This flexibility makes it suitable for projects of any scope, allowing developers to concentrate on enhancing their products rather than grappling with their tools. Ultimately, Biome's goal is to simplify the development workflow and boost overall productivity, making it an invaluable asset for modern software development. Moreover, its user-friendly design encourages developers to adopt it easily, further enhancing its appeal.