Best Code Security Tools for GitHub
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Compare the Top Code Security Tools that integrate with GitHub as of May 2026
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This a list of Code Security tools that integrate with GitHub. Use the filters on the left to add additional filters for products that have integrations with GitHub. View the products that work with GitHub in the table below.
What are Code Security Tools for GitHub?
Code security tools help developers and security teams identify, analyze, and fix vulnerabilities in source code to prevent security breaches and reduce risk. They automatically scan codebases for issues such as insecure patterns, misconfigurations, and known vulnerabilities using both static and dynamic analysis techniques. These tools often integrate with development environments, CI/CD pipelines, and code repositories to provide real-time feedback and continuous security checks. Many code security solutions also include reporting, remediation guidance, and compliance support to enforce security policies. By improving code security early in the development lifecycle, these tools help teams deliver more secure, reliable software. Compare and read user reviews of the best Code Security tools for GitHub currently available using the table below. This list is updated regularly.
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1
Aikido Security
Aikido Security
Secure your code, cloud, and runtime in one central system. Aikido’s all-in-one security platform is loved by developers and security teams alike with full security visibility, insight in what matters most, and fast/automatic vulnerability fixes. Teams get security done with Aikido thanks to: - False-positive reduction - AI Autotriage & AI Autofix - Deep integration into the dev workflow (from IDEs and task managers to CI/CD gating) - AI Pentests - Automated Compliance Aikido covers the entire Software Development Lifecycle (SDLC), including: static application security testing (SAST), dynamic application security testing (DAST), infrastructure-as-code (IaC), container scanning, secrets detection, open source license scanning (SCA), cloud posture management (CSPM), runtime protection, AI pentests, and more.Starting Price: Free -
2
Visual Expert
Novalys
Visual Expert is a static code analyzer for Oracle PL/SQL, SQL Server T-SQL, and PowerBuilder. Identify code dependencies to modify your code without breaking your application. Scan your code to improve the security, performance, and quality. Perform Impact analysis to Identify breaking changes. Automatically scan your code to detect and fix security vulnerabilities, bugs and maintenance Issues. Implement continuous code inspection Understand the inner workings of your code with call graphs, code diagrams, CRUD Matrix and Object Dependency Matrix (ODM). Automatically generate an HTML Source Code documentation. Explore your code exploration with hyperlinks Compare applications, databases or pieces of code. Improve maintainability. Clean up code. Comply with dev standards. Analyze and Improve DB code performance: Find slow objects and SQL queries, Optimize a slow object, a Chain of calls a slow SQL, Get a query Execution Plan. And much more.Starting Price: $495 per year -
3
Snyk
Snyk
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’s Developer Security Platform automatically integrates with a developer’s workflow and is purpose-built for security teams to collaborate with their development teams. Snyk is used by 1,200 customers worldwide today, including industry leaders such as Asurion, Google, Intuit, MongoDB, New Relic, Revolut and Salesforce. Snyk is recognized on the Forbes Cloud 100 2021, the 2021 CNBC Disruptor 50 and was named a Visionary in the 2021 Gartner Magic Quadrant for AST.Starting Price: $0 -
4
Xygeni
Xygeni Security
Xygeni All-In-One AppSec Platform protects software from code to cloud with a unified solution built for Application Security Posture Management (ASPM). It gives CISOs, CIOs, and DevSecOps teams full visibility and control across the software supply chain, without slowing delivery. Xygeni secures every SDLC stage, code, dependencies, secrets, builds, IaC, containers, and CI/CD systems, detecting vulnerabilities, misconfigurations, and malware in real time. Powered by advanced AI, Xygeni prioritizes exploitable risks, cuts 90% of alert noise, and drives automated remediation through AI SAST, Auto-Fix, and Xygeni Bot. Developers scan and fix issues directly in their IDE, keeping code secure from the start. Early Malware Warning blocks zero-day supply-chain threats at publication, while smart dependency analysis prevents breaking updates. Seamless integration with GitHub, GitLab, Bitbucket, Jenkins, and Azure DevOps ensures a frictionless experience. -
5
Backslash Security
Backslash
The software development lifecycle has fundamentally changed. Developers across engineering organizations are using AI coding tools — GitHub Copilot, Cursor, Windsurf, Claude Code, Gemini CLI — at scale. The security controls built for traditional development were not designed for this environment. Backslash Security addresses this gap directly. The platform gives security teams visibility into AI coding tool usage, the code being generated, MCP server connections made by AI agents, and the risk introduced before it reaches production. Core capabilities: AI coding tool inventory and policy enforcement MCP server visibility and access control Vibe coding security — risk detection in AI-generated code Continuous monitoring without disrupting engineering workflows Purpose-built for AI-native development — not a legacy scanner repositioned for a new market. For security leaders governing an environment they didn't design, Backslash provides the visibility and control you need. -
6
Codacy
Codacy
Codacy is a comprehensive platform for code quality and security that helps development teams build secure, maintainable, and compliant software. It integrates across the entire development lifecycle, from IDE to production, providing real-time feedback and automated checks. Codacy analyzes code repositories, enforces quality standards, and detects vulnerabilities before deployment. With AI Guardrails, it also protects against risks introduced by AI-generated code. The platform centralizes rules and policies, ensuring consistency across teams and projects. Developers benefit from automated pull request checks, test coverage tracking, and actionable insights. Overall, Codacy enables faster development without compromising security or code quality.Starting Price: $21/user/month -
7
Reshift
Reshift Security
The ultimate tool to help Node.js developers secure their custom code. Developers are 4x more likely to fix issues before code is checked in. Reshift makes shifting security left seamless with security bug detection and remediation at compile time. A security tool that works with your developers, without slowing them down. Reshift integrates with the developers’ IDE so security issues are found in real-time and fixed before the code is merged. New to security? Reshift makes it easy to build code security into your pipeline for the first time. A tool built for growing software companies looking to level up their security. Not a security expert? Reshift is made for SMB’s, making it easy to set up with no need for security expertise. Improve code security, while learning about secure code.Reshift provides rich content and best practices, so developers learn about security while writing code.Starting Price: $99 per month -
8
Codecov
Codecov
Develop healthier code. Improve your code review workflow and quality. Codecov provides highly integrated tools to group, merge, archive, and compare coverage reports. Free for open source. Plans starting at $10/user per month. Ruby, Python, C++, Javascript, and more. Plug and play into any CI product and workflow. No setup required. Automatic report merging for all CI and languages into a single report. Get custom statuses on any group of coverage metrics. Review coverage reports by project, folder and type test (unit tests vs integration tests). Detailed report commented directly into your pull request. Codecov is SOC 2 Type II certified, which means a third-party audits and attests to our practices to secure our systems and your data.Starting Price: $10 per user per month -
9
BluBracket Code Security Suite
BluBracket
The first comprehensive security solution for code in the enterprise. Software is more valuable than ever. It’s also more collaborative, open and complex—making it a threat to corporate security. BluBracket gives companies visibility into where source code introduces security risk while also enabling them to fully secure their code—without altering developer workflows or productivity. You can’t secure what you can’t see, and today’s collaborative coding tools equals code proliferation that companies have no visibility into. BluBracket gives companies a BluPrint of their code environments so they know where their code is and who has access to it, both inside and outside the organization. And most importantly, with one click you can classify the most important code, so you can show a detailed chain of custody for any audit or compliance needs.Starting Price: $2500 per month -
10
VAddy
VAddy
With VAddy, there’s no need for your developers to be security experts. Easily discover vulnerabilities, and deal with them before they become entrenched in your code. VAddy automatically runs as part of your existing CI process. VAddy runs after every code change, and alerts you when a commit contains vulnerabilities. We’ve all had projects where a vulnerability found just before release threw the entire project off-schedule. Help prevent last-minute surprises by continually performing high-quality security analysis throughout your development process. VAddy allows you to visualize the frequency of security vulnerabilities caused by each team member or code module. Quickly identify problem areas, and increase education to improve areas or developers with weak security knowledge. Our diagnostic engine is continually being tuned and updated with the latest threats by our security experts. That allows your team to easily develop secure applications without special domain knowledge.Starting Price: $55 per month -
11
Dependabot
GitHub
Dependabot is an automated dependency management tool that integrates seamlessly with GitHub repositories to keep project dependencies up-to-date and secure. By regularly scanning for outdated or vulnerable libraries, Dependabot proactively generates pull requests to update these dependencies, ensuring that projects remain secure and compatible with the latest releases. Its core logic is designed to handle various package managers and ecosystems, making it versatile for diverse development environments. Developers can customize Dependabot's behavior through configuration files, allowing for tailored update schedules and specific dependency rules. By automating the dependency update process, Dependabot reduces the manual effort required to maintain project dependencies, thereby enhancing overall code quality and security.Starting Price: Free -
12
Patched
Patched
Patched is a managed service that leverages the open-source framework Patchwork to automate development tasks such as code reviews, bug fixing, security patching, and documentation. By utilizing large language models, Patched enables developers to build and deploy AI-assisted workflow, referred to as "patch flows", that autonomously handle post-code activities, thereby enhancing code quality and accelerating development cycles. The platform offers a user-friendly graphical interface and a visual workflow builder, allowing for the customization of patch flows without the need to manage infrastructure or LLM endpoints. For those who prefer self-hosting, Patchwork provides a self-hosted command-line interface agent that integrates seamlessly with existing development pipelines. Patched emphasizes privacy and control, enabling deployment within an organization's infrastructure using its own LLM API keys.Starting Price: $99 per month -
13
Matter AI
Matter AI
Matter AI is an AI-powered code reviewer designed to streamline pull request workflows by generating detailed, context-aware summaries in seconds, eliminating the need for manual writing. It enhances code quality by identifying bugs, security risks, and performance issues before they reach production. By integrating with internal tools like Notion, JIRA, Confluence, and Linear, Matter AI provides reliable and trusted summaries and code analysis. Its AI explanations help reviewers understand complex code instantly, making approvals smoother and reducing review cycles. Matter AI operates with a strong emphasis on security, being SOC 2 Type II certified, and ensures data privacy by processing code in isolated environments without storing proprietary code. This tool is ideal for development teams aiming to accelerate their code review process while maintaining high standards of code quality and security.Starting Price: $12 per month -
14
Sourcery
Sourcery
Sourcery is an AI-powered automated code review and coding assistant designed to help developers and engineering teams improve code quality, catch bugs and security issues early, and maintain consistent standards across projects. It integrates directly into popular development workflows, including GitHub, GitLab, and IDEs like VS Code and JetBrains, providing instant, actionable feedback on pull requests and in-editor code changes rather than relying solely on traditional peer reviews. Sourcery analyzes diffs with a combination of large language model insights and static analysis to deliver clear summaries, line-by-line suggestions, high-level feedback, and visual diagrams that explain proposed changes, with the goal of offering review quality similar to what a colleague would provide. In the IDE, it functions as a real-time pair programmer that underlines potential improvements, enables one-click application of suggested fixes, and offers an AI chat.Starting Price: $12 per month -
15
VibeSecurity
VibeSecurity
VibeSecurity is an AI-powered vulnerability scanning platform designed to protect AI-generated code by continuously analyzing, detecting, and remediating security flaws throughout the development lifecycle. It focuses on modern “vibe coding” workflows, where developers rely on AI tools to generate code quickly, but often introduce hidden vulnerabilities such as insecure authentication, exposed tokens, or injection risks. It uses intelligent agents to perform real-time code analysis, identifying security issues before they reach production and providing automated fix suggestions with implementation guidance. It integrates directly into developer environments through IDE plugins, GitHub applications, and CI/CD pipelines, enabling continuous monitoring of repositories, pull requests, and deployments without disrupting workflows.Starting Price: $32 per month -
16
SonarQube Cloud
SonarSource
Maximize your throughput and only release clean code SonarQube Cloud (formerly SonarCloud) automatically analyzes branches and decorates pull requests. Catch tricky bugs to prevent undefined behavior from impacting end-users. Fix vulnerabilities that compromise your app, and learn AppSec along the way with Security Hotspots. With just a few clicks you're up and running right where your code lives. Immediate access to the latest features and enhancements. Project dashboards keep teams and stakeholders informed on code quality and releasability. Display project badges and show your communities you're all about awesome. Code Quality and Code Security is a concern for your entire stack, from front-end to back-end. That’s why we cover 24 languages including Python, Java, C++, and many others. Transparency makes sense and that's why the trend is growing. Come join the fun, it's entirely free for open-source projects! -
17
CodeScan
CodeScan
Code Quality and Security for Salesforce Developers. Made exclusively for the Salesforce platform, CodeScan’s code analysis solutions provide you with total visibility into your code health. The most comprehensive static code analysis solution supporting Salesforce languages and metadata. Self hosted. Check your code for security and quality with the most extensive database for the salesforce platform. Cloud. Get all the benefits of our self hosted service without the need of servers or internal infrastructure. Editor plugins. Plug in codescan to your favorite editor and get real-time feedback while you code. Define code standards. Maintain the quality of your code according to best practices. Control code quality. Enforce your coding standards and minimize code complexity throughout the development process. Reduce technical debt. Track your technical debt to improve your code quality and efficiency. Increase development productivity.Starting Price: $250 per month -
18
PHP Secure
PHP Secure
PHP Secure is a FREE code scanner that analyzes your PHP code for critical security vulnerabilities. Free online scanner: - Quickly and qualitatively finds web app vulnerabilities - Gives explicit reports and recommendations to fix vulnerabilities - Easy to use and requires no specialized knowledge - Reduces risk, saves budget, and boosts productivity PHP Secure Scanner is suitable for analyzing sites on Php, framework Laravel, and CMS Wordpress, Drupal and Joomla. PHP Secure detects the most common and dangerous types: -SQL injection vulnerabilities -Command Injection -Cross-Site Scripting (XSS) Vulnerabilities -PHP Serialize Injections -Remote Code Executions -Double Escaping -Directory Traversal -Regular Expression Denial of Service (ReDos) -
19
DryRun Security
DryRun Security
DryRun Security brings AI Native SAST and Agentic Code Security to your code, so application security and dev teams can stop triaging noise and start fixing real risk. Our Contextual Security Analysis (CSA) engine reasons about code intent, exploitability, and impact to deliver high-signal findings that pattern-matching scanners miss. Use the Code Review Agent for PR comments and checks within moments of a push. Enforce guardrails with Natural Language Code Policies, written in plain English and executed by the Custom Policy Agent on every PR. Run DeepScan Agent for an on-demand full-repo assessment in about an hour, and use Code Insights Agent to see trends and risk across repos. -
20
Mayhem Code Security
Mayhem
Thousands of autonomously generated tests run every minute to pinpoint vulnerabilities and guide rapid remediation. Mayhem takes the guesswork out of untested code by autonomously generating test suites that produce actionable results. No need to recompile the code, since Mayhem works with dockerized images. Self-learning ML continually runs thousands of tests per second probing for crashes and defects, so developers can focus on features. Continuous testing runs in the background to surface new defects and increase code coverage. Mayhem delivers a copy/paste reproduction and backtrace for every defect, then prioritizes them based on your risk. See all the results, duplicated and prioritized by what you need to fix now. Mayhem fits into your existing build pipeline and development tools, putting actionable results at your developers' fingertips. No matter what language or tools your team uses. -
21
Panto
Panto
Panto is an AI-powered code review agent designed to enhance code quality and security by integrating seamlessly with development workflows. Its proprietary AI operating system aligns code with business context from tools like Jira and Confluence, enabling efficient and context-aware code reviews. It supports over 30 programming languages and conducts more than 30,000 security checks, ensuring comprehensive analysis of codebases. Panto AI's "Wall of Defense" operates continuously to expose vulnerabilities and suggest fixes, preventing flawed code from reaching production. With features like zero code retention, CERT-IN compliance certification, and on-premise compatibility, it prioritizes data security and compliance. Developers benefit from high signal-to-noise ratio reviews, reducing cognitive overload and allowing focus on critical logic and design issues.Starting Price: $12 per month -
22
Propel
Propel Platform, Inc.
Propel is an AI-powered code review platform that acts as your team's AI Tech Lead — giving instant PR feedback, turning comments into suggested fixes, and helping you merge faster with higher quality. Propel learns from your team on every review to improve team velocity, code quality, and developer experience over time. Additionally, Propel has Security Scanning functionality that identifies security vulnerabilities and compliance issues before they reach production. Within Propel, teams are also able to build and maintain a living knowledge base of your team's coding patterns and best practices. Furthermore, Propel provides automated weekly summaries of all GitHub activity sent directly to Slack. Perfect for exec updates, team accountability, and keeping everyone informed.Starting Price: $30/month/user -
23
Precogs AI
Precogs AI
Precogs AI is an autonomous application security platform that finds, fixes, and ships secure code—without slowing developers down. AI-native detection across code, binaries, and data with 98% precision and near-zero false positives. Auto-generates fixes directly in pull requests. Built-in PII detection (99.2%), secrets scanning, and Pre-LLM Sanitization to protect your IP during AI analysis. Covers SAST, SCA, SBOM, IaC, containers, binary/DAST. Tops CASTLE benchmark. Free tier available.Starting Price: $34/month -
24
Coverity Static Analysis
Black Duck
Coverity Static Analysis is a comprehensive code scanning solution that enables developers and security teams to deliver high-quality software in compliance with security, functional safety, and industry standards. It effectively uncovers complex defects across extensive codebases, identifying and resolving code quality and security issues that span multiple files and libraries. Coverity supports compliance with a wide range of standards, including OWASP Top 10, CWE Top 25, MISRA, and CERT C/C++/Java, providing built-in reports to track and prioritize issues. With the Code Sight™ IDE plugin, developers receive real-time results, including CWE information and remediation guidance, directly within their development environment, facilitating the integration of security into the software development life cycle without compromising developer velocity. -
25
SENTRIO
SENTRIO
Gain a comprehensive view of the flow of value to facilitate analysis and decision making, ultimately leading to increased time-to-market speeds and significantly reduced costs. A comprehensive view of your products that leads to the delivery of better software. SENTRIO provides meaningful and visual information to learn about and improve the performance of your teams and projects. Supervise, in real-time, the velocity and quality of your software products across metrics relevant to your business. SENTRIO aids in better decision-making by generating KPIs with standards. Ensure software delivery deadlines are met through our analytics tools. SENTRIO helps you identify and eliminate bottlenecks and waste in the value stream. Evaluate code quality, easily control the technical debt of your projects, and ensure security during the entire software delivery process by identifying bugs and vulnerabilities. -
26
Codex Security
OpenAI
Codex Security is an AI-powered application security agent developed by OpenAI to help teams detect and fix vulnerabilities in software systems. The tool analyzes code repositories to understand the structure, architecture, and potential risk areas within a project. Using this context, it identifies complex security issues that traditional scanning tools might overlook. Codex Security prioritizes vulnerabilities based on their real-world impact, helping security teams focus on the most critical threats. The system also validates findings through sandboxed testing environments to reduce false positives and improve accuracy. Once vulnerabilities are confirmed, it proposes patches and remediation steps that align with the system’s existing behavior. By combining AI reasoning with automated validation, Codex Security helps development teams ship more secure code faster. -
27
Bugbot
Cursor
Bugbot is an AI-powered code review agent that automatically reviews pull requests to identify bugs, security issues, and code quality problems. Built into the Cursor ecosystem, Bugbot analyzes PR diffs and leaves contextual comments with clear explanations and fix suggestions. It runs automatically on every pull request update or can be triggered manually using comments. Bugbot reads existing PR discussions to avoid duplicate feedback and build on prior context. The tool supports customizable rules through configuration files and team-wide policies to enforce coding standards. Bugbot integrates seamlessly with GitHub, GitLab, and enterprise repositories. It helps development teams catch issues early and improve code quality without slowing down workflows. -
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depthfirst
depthfirst
depthfirst is an AI-native application security platform designed to help organizations detect, prioritize, and fix software vulnerabilities by deeply understanding their code, infrastructure, and business logic as a unified system. depthfirst, built around its core “General Security Intelligence,” analyzes entire repositories and environments to map how systems actually function, enabling it to uncover complex, real-world vulnerabilities that traditional scanners often miss. It evaluates full attack paths, permissions, and data flows to determine whether an issue is truly exploitable, significantly reducing false positives and allowing teams to focus only on meaningful risks. depthfirst operates across multiple layers of the stack, including source code, dependencies, secrets, containers, and running applications, providing continuous security coverage from development through production. -
29
CodeSonar
CodeSecure
CodeSonar employs a unified dataflow and symbolic execution analysis that examines the computation of the complete application. By not relying on pattern matching or similar approximations, CodeSonar's static analysis engine is extraordinarily deep, finding 3-5 times more defects on average than other static analysis tools. Unlike many software development tools, such as testing tools, compilers, configuration management, etc., SAST tools can be integrated into a team's development process at any time with ease. SAST technologies like CodeSonar simply attach to your existing build environments to add analysis information to your verification process. Like a compiler, CodeSonar does a build of your code using your existing build environment, but instead of creating object code, CodeSonar creates an abstract model of your entire program. From the derived model, CodeSonar’s symbolic execution engine explores program paths, reasoning about program variables and how they relate. -
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Veracode
Veracode
Veracode offers a holistic, scalable way to manage security risk across your entire application portfolio. We are the only solution that can provide visibility into application status across all testing types, including SAST, DAST, SCA, and manual penetration testing, in one centralized view.
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