Best Static Code Analysis Software for Startups - Page 2

Qodana’s static code analysis empowers development teams to adhere to established quality benchmarks, ensuring they produce code that is not only readable and maintainable but also secure. Developed by JetBrains, this tool has been refined through over two decades of experience in code analysis, enriched by input from millions of users across the community. By leveraging the insights derived from JetBrains IDEs, Qodana extends their intelligence into the continuous integration (CI) environment. Its analysis is precise yet unobtrusive, adeptly recognizing the intricacies of your codebase. The integration with commonly used tools, including JetBrains IDEs, facilitates seamless interaction with Qodana’s findings in the environment that developers prefer. Additionally, Qodana goes beyond merely identifying issues; it actively recommends automatic solutions to enhance code quality. To ensure budget-friendly usage, Qodana calculates licenses based on active contributors, avoiding unexpected costs associated with project growth, as it does not factor in lines of code. Furthermore, it is available at no cost for open-source initiatives, encouraging innovation and collaboration within the developer community. This commitment to fostering quality and accessibility makes Qodana a valuable asset for any coding team.

GitHub Advanced Security empowers developers and security professionals to collaborate effectively in addressing security debt while preventing new vulnerabilities from entering code through features such as AI-driven remediation, static analysis, secret scanning, and software composition analysis. With Copilot Autofix, code scanning identifies vulnerabilities, offers contextual insights, and proposes solutions within pull requests as well as for past alerts, allowing teams to manage their application security debt more efficiently. Additionally, targeted security campaigns can produce autofixes for up to 1,000 alerts simultaneously, significantly lowering the susceptibility to application vulnerabilities and zero-day exploits. The secret scanning feature, equipped with push protection, safeguards over 200 types of tokens and patterns from a diverse array of more than 150 service providers, including hard-to-detect secrets like passwords and personally identifiable information. Backed by a community of over 100 million developers and security experts, GitHub Advanced Security delivers the necessary automation and insights to help teams release more secure software on time, ultimately fostering greater trust in the applications they build. This comprehensive approach not only enhances security but also streamlines workflows, making it easier for teams to prioritize and address potential threats.

Opengrep serves as an open-source static code analysis tool aimed at uncovering security vulnerabilities in various codebases. Being a fork of Semgrep, it shares a common goal of delivering rapid and effective code pattern searching across over 30 programming languages, such as Python, JavaScript, and Go. The platform allows developers to create personalized rules for pattern detection, which aids in identifying potential security flaws while also encouraging compliance with coding standards. Incorporating Opengrep into the development process empowers teams to take a proactive stance on vulnerabilities, significantly improving the security and reliability of their software projects. Additionally, its user-friendly interface and customizable features make it an appealing choice for developers seeking to enhance their coding practices.

PHPStan is a free, open-source tool designed for static analysis of PHP code, enabling the identification of bugs within your codebase without requiring any additional test development. It performs an in-depth examination of your entire code, uncovering both obvious and nuanced problems, including those present in seldom-executed conditional statements that might elude standard testing. By incorporating PHPStan into your development workflow and continuous integration processes, you can effectively stop bugs from making their way into production environments. This tool is also compatible with older codebases, even those that do not utilize an autoloader, and it allows for progressive enhancements through adjustable rule settings. Such a method empowers developers to systematically improve code quality without feeling overwhelmed by a multitude of errors during the initial analysis. Furthermore, PHPStan embraces advanced PHP functionalities prior to their official implementation, including generics, array shapes, and checked exceptions, all by utilizing PHPDocs. It also provides extensions for well-known frameworks such as Symfony, Laravel, and Doctrine, ensuring that developers have a thorough understanding of their code. Additionally, with PHPStan, teams can maintain coding standards while adapting to new PHP features as they emerge, ultimately fostering a more robust coding environment.

Understand serves as an all-encompassing platform for static analysis and code comprehension, enabling software developers to visualize and grasp the intricacies of extensive and complex codebases, regardless of whether they are legacy systems, safety-critical applications, or modern multi-language initiatives. By parsing the source code, it creates a thorough “code dictionary” that catalogs every entity—such as files, classes, functions, and variables—while generating vital cross-references, call trees, dependency graphs, and control-flow diagrams. With its interactive and customizable visual tools, including call graphs, control flow graphs, and UML-style class diagrams, users can delve into the relationships between different code components, identify dependencies among modules, and anticipate the potential impact of changes throughout the project. Furthermore, Understand provides a comprehensive analysis of various metrics at multiple levels—file, class, and function—like cyclomatic complexity, total lines of code, comment-to-code ratios, and coupling/cohesion, which serve as essential indicators of maintainability; these metrics can be easily visualized in treemaps and exported in HTML or CSV formats. This multifaceted approach not only enhances code comprehension but also aids in improving overall software quality and maintainability.

The Code Registry is an innovative platform that harnesses AI for code intelligence and analysis, providing companies and non-technical users with complete insight into their software codebase, regardless of their coding experience. By linking your code repository—such as GitHub, GitLab, Bitbucket, or Azure DevOps—or by uploading a compressed archive, the platform establishes a secure "IP Vault" and conducts an extensive automated evaluation of the entire codebase. This analysis generates various reports and dashboards that include a code-complexity score to assess the intricacy and maintainability of the code, an open-source component evaluation that identifies dependencies, licensing issues, and outdated or vulnerable libraries, as well as a security assessment that pinpoints potential vulnerabilities, insecure configurations, or risky dependencies. Additionally, it provides a “cost-to-replicate” valuation, which estimates the resources and effort required to recreate or substitute the software entirely. Ultimately, the platform equips users with the necessary tools to enhance their understanding of code quality and security, thereby fostering more informed decision-making in software development.

Codacy is an automated code review tool. It helps identify problems through static code analysis. This allows engineering teams to save time and tackle technical debt. Codacy seamlessly integrates with your existing workflows on Git provider as well as with Slack and JIRA or using Webhooks. Each commit and pull-request includes notifications about security issues, code coverage, duplicate code, and code complexity. Advanced code metrics provide insight into the health of a project as well as team performance and other metrics. The Codacy CLI allows you to run Codacy code analysis locally. This allows teams to see Codacy results without needing to check their Git provider, or the Codacy app. Codacy supports more than 30 programming languages and is available in free open source and enterprise versions (cloud or self-hosted). For more see https://www.codacy.com/

BlueOptima has pioneered the introduction of objective metrics necessary for effectively managing software development processes. For the first time, the company offers transparent metrics that enhance the management of software development resources through automation, standardization, and impartiality. The analytics platform created by BlueOptima enables software developers and organizations to produce superior software while maximizing both time and cost efficiency. As a groundbreaking solution in the industry, BlueOptima presents insights derived from the only objective metrics of software developer productivity in existence: Actual Coding Effort. This innovation represents a significant advancement in the realm of software development. The SaaS platform offered by BlueOptima allows for comprehensive analysis of productivity alongside quality within enterprise software development, covering aspects such as individuals, teams, tasks, projects, divisions, and external suppliers. By recognizing performance variations throughout an organization, managers are better equipped to enhance overall efficiency. Furthermore, BlueOptima has demonstrated the capability to uncover savings that can reach as high as 20% of budgets, making it an invaluable tool for optimizing resource allocation in software projects. This makes BlueOptima not only a leader in its field but also a critical partner for companies aiming to refine their development processes.

The NTT Application Security Platform encompasses a comprehensive range of services essential for securing the complete software development lifecycle. It offers tailored solutions for security teams while providing rapid and precise tools for developers operating within DevOps settings, enabling organizations to reap the rewards of digital transformation without encountering security complications. Enhance your approach to application security with our top-tier technology that ensures continuous assessments, persistently identifying potential attack vectors and scrutinizing your application code. NTT Sentinel Dynamic excels in accurately pinpointing and verifying vulnerabilities present in your websites and web applications. Meanwhile, NTT Sentinel Source and NTT Scout comprehensively analyze your entire source code, uncovering vulnerabilities while delivering in-depth descriptions and actionable remediation guidance. By integrating these robust tools, organizations can significantly bolster their security posture and streamline their development processes.

OpenText Static Application Security Testing (SAST) provides precise identification and remediation of application security flaws directly within source code, helping organizations reduce risks early in development. The platform supports over 33 major programming languages and frameworks, enabling broad language coverage for diverse development environments. It integrates smoothly with widely used CI/CD pipelines and developer tools such as Jenkins, Atlassian Bamboo, Azure DevOps, and Microsoft Visual Studio, ensuring security fits naturally into existing workflows. AI-driven analysis prioritizes vulnerabilities and dramatically reduces false positives by customizing rules and scan depths, speeding up development cycles by up to 25%. OpenText SAST meets compliance benchmarks like OWASP 1.2b, offering developers detailed guidance to efficiently fix issues and improve code quality. Its flexible deployment options include multi-tenant SaaS, private cloud, and on-premises installations, allowing organizations to scale securely and according to their infrastructure needs. Backed by a dedicated Software Security Research team, the solution receives agile updates to stay current with emerging threats. Customers praise the tool for reducing manual code review efforts while increasing vulnerability detection accuracy.

Accelerate the launch of top-tier mobile applications into the marketplace without sacrificing security. Entrust the development and deployment of exceptional mobile apps for your organization to us, allowing you to focus on your business while we handle mobile app security. Recognized as a leading security solution by Gartner, we take pride in how the Appknox platform protects our clients’ applications from all potential vulnerabilities. At Appknox, our commitment to providing Mobile Application Security empowers businesses to reach their goals both now and in the future. Our Static Application Security Testing (SAST) employs 36 diverse test cases to uncover nearly all vulnerabilities hidden within your source code, ensuring compliance with security standards like OWASP Top 10, PCI-DSS, HIPAA, and other prevalent security threat metrics. Additionally, our Dynamic Application Security Testing (DAST) identifies sophisticated vulnerabilities while your application is live, providing an extra layer of protection. Through our comprehensive security solutions, we strive to create a safer mobile environment for all users.

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.

Brakeman serves as a security assessment tool tailored for Ruby on Rails applications. In contrast to several typical web security scanners, Brakeman analyzes the actual source code of your application rather than requiring a full application stack setup. After scanning the application code, it generates a comprehensive report detailing all identified security vulnerabilities. Installation is straightforward, with Brakeman needing no additional setup or configuration—simply launch it. Since it operates solely on the source code, Brakeman can be executed at any phase of development; for instance, you can create a new application with "rails new" and promptly evaluate it using Brakeman. By not depending on spidering techniques to explore site pages, Brakeman ensures a more thorough assessment of an application, including those pages that may be under development and not yet publicly accessible. This capability allows Brakeman to potentially identify security weaknesses before they can be exploited by malicious actors. As a tool specifically designed for Ruby on Rails applications, Brakeman adeptly verifies configuration settings against established best practices, thereby enhancing overall application security. Its efficiency and ease of use make it an invaluable resource for developers focusing on secure coding practices.

Use potent code analysis to integrate security into SDLC. Software development must include security. It has not been historically. Static application security testing was used to be separated from Code quality reviews. This resulted in limited impact and value. beSOURCE focuses on the code security of applications and integrates SecOps with DevOps. Other SAST offerings view security as a separate function. Beyond Security has turned this model on its head by adopting the SecOps perspective when addressing security from every angle. Security Standards. beSOURCE adheres all relevant standards.

Supports more than 20 programming languages such as Java, JSP, C/C++, C#, Python, Swift, ASP(.NET), ABAP, and Objective C, among others. Adheres to international security compliance standards and guidelines. Conducts analysis of MVC structures, file associations, and function call relationships at various levels. Implements incremental analysis to reduce analysis time by focusing only on newly added or modified files and their related components. Collaborates with other Sparrow AST solutions like DAST and RASP to uncover correlations between vulnerabilities, enhancing the accuracy of search results. Provides an issue navigator for tracking and monitoring vulnerabilities from their source to the actual code implementation. Offers automated guidance for correcting real source code issues and categorizing vulnerabilities efficiently. Features a dashboard for managing analysis results and statistical data. Centralizes rule management (Checker) utilizing information related to risk levels, options, and additional parameters, ensuring a comprehensive approach to security. Additionally, it enables users to maintain a historical record of vulnerabilities, facilitating better understanding and remediation over time.

Modern development teams are empowered to identify, fix, and prevent vulnerabilities in source code, open-source libraries, secret management, cloud configuration, and other areas. Modern development teams are empowered to identify, fix, and prevent security flaws in their applications. Continuous security scanning speeds up feature shipping and reduces cycle time. Our expert system reduces false alarms and only informs you about security issues that are relevant. Software that is consistently scanned across all product lines will be more secure. GuardRails integrates seamlessly with modern Version Control Systems such as GitLab and Github. GuardRails automatically selects the appropriate security engines to run based upon the languages found in a repository. Each rule is carefully curated to determine whether it has a high level security impact issue. This results in less noise. A system has been developed that detects false positives and is constantly improved to make it more accurate.

For more than three decades, Helix QAC has established itself as a reliable static code analyzer specifically designed for C and C++ programming languages. Renowned for its thoroughness and precision, Helix QAC has become the go-to choice in highly regulated and safety-sensitive sectors that must adhere to strict compliance standards. This often entails ensuring alignment with coding standards like MISRA and AUTOSAR, as well as functional safety regulations such as ISO 26262. The tool boasts TÜV-SÜD certification for functional safety compliance, encompassing standards like IEC 61508, ISO 26262, EN 50128, IEC 60880, and IEC 62304. Furthermore, it holds ISO 9001 | TickIT plus Foundation Level certification, a widely recognized standard that guarantees not only the fulfillment of requirements but their surpassing as well. By allowing users to prioritize coding issues according to risk severity, Helix QAC enables efficient targeting of critical defects through various tools, including filters, suppressions, and baselines, enhancing overall code quality and safety. This commitment to excellence solidifies Helix QAC's reputation as an essential asset in the development process.

Klocwork is a static code analysis and SAST tool designed for languages such as C, C++, C#, Java, and JavaScript, effectively pinpointing software security, quality, and reliability concerns while supporting adherence to various compliance standards. Tailored for enterprise-level DevOps and DevSecOps environments, Klocwork is capable of scaling to accommodate projects of any magnitude, seamlessly integrating with complex systems and a variety of developer tools, while also facilitating control, collaboration, and comprehensive reporting across the organization. This capability has established Klocwork as a leading static analysis solution that maintains rapid development cycles while ensuring ongoing compliance with security and quality protocols. By utilizing Klocwork's static application security testing (SAST) within DevOps practices, users can identify and rectify security vulnerabilities early on, maintaining alignment with globally acknowledged security standards. Furthermore, Klocwork's integration with CI/CD tools, cloud services, containers, and machine provisioning simplifies the process of automated security testing, making it accessible and efficient for teams. As a result, organizations can enhance their overall software development lifecycle while reducing potential risks associated with security flaws.

COBOL Analyzer allows developers to continuously analyze their code before, during and after changes are made in their local environment. This is done before committing the changes to the source control stream. COBOL Analyzer uses an industry-standard relational database management system (RDBMS), for central storage of application information. Interactive visualizations and intuitive interfaces allow stakeholders to see the application and developers to receive updates on code changes. The COBOL Analyzer solution comes with a pre-built query list that allows you to find points of interest in the application code. The COBOL Analyzer solution detects all code affected by a planned code change event. COBOL Analyzer allows developers to continuously analyze their code, before and after any changes are made in their local environment.

User-friendly and requiring no setup, simply download from your preferred IDE marketplace and keep coding while SonarQube for IDE (previously known as SonarLint) handles the rest. Unlike your existing linting solutions that often involve additional complexity, such as specific tools for different languages or extensive configuration processes, SonarQube for IDE offers a unified approach to tackling your Code Quality and Code Security challenges. It comes equipped with a vast array of language-specific rules designed to detect Bugs, Code Smells, and Security Vulnerabilities directly within your IDE as you write code. Whether it’s identifying risky regex patterns or ensuring compliance with coding standards, SonarQube for IDE acts as a reliable partner in your quest for flawless code. With this smart tool at your disposal, any errors you make are kept within your view, enabling you to comprehend, swiftly correct, and learn from them effectively, which ultimately enhances your coding skills over time. In this way, SonarQube for IDE not only helps maintain code integrity but also fosters continuous improvement in your development process.

Experience the power of CodeRush features immediately and witness their incredible capabilities. With robust support for C#, Visual Basic, and XAML, it offers the fastest .NET testing runner available, state-of-the-art debugging, and an unparalleled coding experience. Effortlessly locate symbols and files within your project and swiftly navigate to relevant code elements based on the current context. CodeRush boasts Quick Navigation and Quick File Navigation functionalities, streamlining the process of finding symbols and accessing files. Additionally, the Analyze Code Coverage feature enables you to identify which sections of your solution are safeguarded by unit tests, highlighting areas that may be vulnerable within your application. The Code Coverage window provides a detailed view of the percentage of statements covered by unit tests across each namespace, type, and member in your solution, empowering you to enhance your code quality effectively. By utilizing these features, you can significantly elevate your development workflow and ensure better application reliability.

Coco is a comprehensive code coverage solution designed for modern software development across both embedded systems and desktop applications. It empowers developers, QA engineers, and compliance teams to measure and improve test coverage through function, branch, decision, condition, and MC/DC coverage metrics. With support for multiple languages and toolchains—including GCC, Clang, MSBuild, ARM, QNX, and Green Hills—Coco integrates seamlessly into existing CI/CD workflows without requiring code refactoring. Teams can quickly detect coverage gaps, streamline regression testing, and remove redundant test cases to shorten validation cycles. For regulated industries like automotive, aerospace, and healthcare, Coco delivers qualification kits and pre-built certification artifacts to support ISO 26262 and DO-178C compliance. The Coco Cross-Compilation Add-on extends capabilities to embedded Linux, RTOS, and bare-metal targets, offering full traceability from test execution to certification. Its integration with Test Center provides real-time analytics, visualization, and organization-wide reporting for test intelligence. With Coco, development teams gain transparency, speed, and trust in every release cycle.

Sider Scan is an incredibly efficient tool specifically designed for software developers to swiftly detect and monitor issues related to code duplication. It integrates seamlessly with platforms such as GitLab CI/CD, GitHub Actions, Jenkins, and CircleCI®, and offers installation through a Docker image. The tool facilitates easy sharing of analysis results among team members and conducts continuous, rapid assessments that operate in the background. Users also benefit from dedicated support via email and phone, which enhances their overall experience. By providing comprehensive analyses of duplicate code, Sider Scan significantly improves long-term code quality and maintenance practices. It is engineered to work in tandem with other analysis tools, enabling development teams to create more refined code while supporting a continuous delivery workflow. The tool identifies duplicate code segments within a project and organizes them into groups. For every pair of duplicates, a diff library is generated, and pattern analyses are launched to uncover any potential issues. This process is known as the 'pattern' analysis method. Furthermore, to enable time-series analysis, it is crucial that the scans are executed at regular intervals, ensuring consistent monitoring over time. By encouraging routine evaluations, Sider Scan empowers teams to maintain high coding standards and proactively address duplications.

Reduce static code analysis time from 1000s to just minutes. Security vulnerabilities can be fixed across hundreds of repositories in a matter of minutes. Moderne automates code-remediation tasks, allowing developers to deliver more business value every day. Automate safe, sweeping codebase changes that improve quality, security, cost, and code quality. Manage dependencies in your software supply chain - keeping software up-to-date continuously. Eliminate code smells automatically, without the scanning noise of SAST or SCA tools. You will always work in high-quality code. It's the last shift for security. Modern applications naturally accumulate technical debt. They are made up of many codebases and software ecosystems, which include custom, third-party and open-source code. Maintaining your code has become more complicated due to software complexity.

Detect and address code and optimization challenges in real-time, mitigate data incidents before deployment, and oversee data-affecting code modifications comprehensively—from the operational database to the user interface dashboard. With automated, column-level data lineage tracing the journey from the operational database to the reporting layer, every dependency is meticulously examined. Foundational automates the enforcement of data contracts by scrutinizing each repository in both upstream and downstream directions, directly from the source code. Leverage Foundational to proactively uncover code and data-related issues, prevent potential problems, and establish necessary controls and guardrails. Moreover, implementing Foundational can be achieved in mere minutes without necessitating any alterations to the existing codebase, making it an efficient solution for organizations. This streamlined setup promotes quicker response times to data governance challenges.