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Semgrep
AI Code & DevFreemium

Semgrep

AI-assisted SAST, SCA, and secrets detection for app security

4.2rating
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About Semgrep

Semgrep is a static analysis tool that aims to bolster application security through AI-assisted capabilities. It stands out for its ability to identify vulnerabilities across numerous programming languages, boasting support for over 30 of them. What makes Semgrep particularly intriguing is its customisability; developers can create YAML-based rules tailored to their exact needs, ensuring that the security checks are relevant to their unique codebase. The tool integrates seamlessly into CI pipelines, meaning you can catch issues during the development process without slowing down your workflow. This is a major advantage for teams eager to maintain a rapid pace while still prioritising security.

One of the key features I appreciated during my testing was the Pro Engine, which delivers high-confidence findings. This is not just a buzzword; it means you can trust the results and focus on the most critical vulnerabilities. The Semgrep Assistant adds another layer of utility by offering context-aware autofixes, which can help teams resolve identified issues more efficiently. However, while the idea of autofixes sounds marvellous, I found that they are not always as effective as promised, occasionally requiring a manual touch-up to ensure the fix aligns perfectly with the code’s requirements.

Pricing-wise, Semgrep operates on a freemium model, which is a great way to dip your toes in without committing financially. However, the limitations of the free tier might not suffice for larger teams or those looking for more advanced features. The Pro version unlocks enhanced functionalities, but the exact pricing details are a bit murky on their site, which could be a barrier for some users. Overall, I’d recommend Semgrep to development teams that take security seriously but want to keep it lightweight and efficient. It’s especially suited for small to medium-sized enterprises that need a cost-effective solution but still want the capabilities of a more extensive security tool.

That said, it’s not without its downsides. The user interface, while functional, could do with a bit of a polish to make navigation smoother for new users. Additionally, if you’re expecting a comprehensive security toolkit that covers every possible angle, you might find Semgrep lacking in certain areas, especially when compared to heavyweight competitors like SonarQube or Checkmarx. These tools offer a more extensive range of features, albeit often at a higher price point. If your team is fully committed to security and has the budget to back it up, those tools might be worth considering. In contrast, Semgrep shines for teams that want a reliable, no-frills way to enhance their security posture without overwhelming complexity or cost.

Our Review

Verified 11 May 2026

Reviewed by Delv Editorial, Delv Team

I had the chance to put Semgrep through its paces, and I’ve got to say, it’s an intriguing tool for developers who want to keep their applications secure without sacrificing speed. As a static analysis tool, it’s designed to identify vulnerabilities in your code, and it does so across more than 30 programming languages—pretty impressive, right? What really struck me was the ability to create custom YAML-based rules, which means you can tailor your security checks to fit your specific needs. This is a huge win for teams working with unique codebases or those who want to focus on particular security concerns.

One of the standout features for me was the Pro Engine, which claims to deliver high-confidence findings. I tested this out, and while I found that it generally lived up to the hype, there were still instances where I had to double-check the flagged issues. This isn’t a deal-breaker, but it does mean you can’t just set it and forget it. The Semgrep Assistant adds a nice touch with its context-aware autofixes. I was excited to see this in action, but I discovered that sometimes the autofixes didn’t quite hit the mark. They’re useful for quick fixes, but be prepared to roll up your sleeves and do a bit of manual tweaking.

Now, let’s talk about pricing. Semgrep operates on a freemium model, which is fantastic for small teams and startups wanting to dip their toes into security without breaking the bank. However, I found the limitations of the free tier could feel a bit restrictive as your team grows. You might find yourself eyeing the Pro version for more advanced features, but the lack of clear pricing information on their site could leave you scratching your head.

In comparison to competitors like SonarQube or Checkmarx, Semgrep holds its own in terms of accessibility and ease of use. Those tools might offer a more comprehensive set of features, but they also come with a heftier price tag and can be a bit cumbersome to navigate. If you’re part of a small to medium-sized team that wants a straightforward way to enhance security in your development workflow, Semgrep is a solid option. Just be aware that it might not cover every angle, especially if you’re looking for a heavyweight solution.

In my experience, Semgrep is perfect for teams that want to incorporate security checks into their CI/CD processes without overwhelming complexity or cost. However, if you’re a larger enterprise with extensive security needs, you might find better value elsewhere. I’d say give Semgrep a spin, but keep your expectations in check regarding its limitations. It’s a handy tool, just not the Swiss Army knife of security tools you might hope for.

Getting started with Semgrep

In this guide, you will learn how to set up Semgrep and perform your first static analysis on your code to identify vulnerabilities. By the end, you will be equipped to enhance your application security effectively.

Step 1: Sign up and set up

  • Go to [semgrep.dev](https://semgrep.dev).
  • Click on the “Get Started for Free” button on the homepage.
  • Sign up using your email or GitHub account. Follow the prompts to verify your email if necessary.
  • Once logged in, you will be taken to the Semgrep dashboard. You can choose to create a new project by clicking the “New Project” button.
  • Step 2: Your first scan

  • In your dashboard, click on the “New Project” button.
  • Enter a project name and select a repository to scan. You can connect your GitHub or GitLab account for easy access.
  • Choose the language of your codebase from the dropdown menu.
  • Select the default ruleset for the scan. You can start with the “Security” ruleset.
  • Click the “Scan” button to initiate the scan.
  • After a few moments, you will see the results showing any vulnerabilities detected in your code.
  • Step 3: Get better results

  • To refine your results, you can create custom rules. Click on the “Rules” tab in the left sidebar.
  • Click the “New Rule” button and follow the prompts to define your rule using YAML format.
  • Test your rule by running a scan on your codebase again.
  • Explore the “Documentation” section for additional tips on writing effective rules.
  • Pro tip

    Use the “Patterns” library on the Semgrep website to find pre-built rules that match your needs. You can easily import these rules into your project to save time.

    Common mistake to avoid

    Avoid skipping the step of selecting the appropriate ruleset for your scan. Using a generic or incorrect ruleset may result in missed vulnerabilities or irrelevant findings. Always choose a ruleset that aligns closely with your project’s requirements.

    The Verdict

    If you’re looking for a straightforward tool to enhance your application security without the hassle of complex setups, Semgrep is worth considering. It’s ideal for small to medium-sized development teams that need a cost-effective solution. However, larger enterprises with more demanding security requirements should think twice and explore more comprehensive alternatives.

    Best For

    • Small to medium-sized development teams wanting cost-effective security solutions
    • Freelance developers needing a reliable way to ensure code security
    • Organisations looking to implement security checks in their CI/CD pipelines
    • Open-source projects seeking affordable security maintenance
    • Teams wanting customisable security rules for their specific applications

    At a Glance

    Semgrep is a versatile static analysis tool that enhances application security with AI-assisted capabilities, perfect for teams looking to integrate security checks into their continuous integration pipelines. Its customisable YAML-based rules and context-aware autofixes help developers efficiently identify and remediate vulnerabilities across 30+ programming languages. Though it offers a solid freemium model, larger teams may find the limitations of the free tier restrictive.

    Strengths

    • +The customisability of YAML-based rules allows developers to tailor security checks specifically to their codebase, ensuring relevance and efficiency.
    • +Support for over 30 programming languages means that Semgrep can be applied in a wide range of development environments, making it a flexible choice for diverse teams.
    • +The high-confidence findings from the Pro Engine enable teams to focus their remediation efforts on the most critical vulnerabilities, saving time and resources.
    • +Context-aware autofixes simplify the process of addressing identified issues, allowing developers to implement fixes directly within their workflow.
    • +The freemium pricing model allows users to trial the tool without financial commitment, making it accessible for startups and smaller teams.
    • +Seamless integration into CI pipelines means that security checks can be automated, helping to catch vulnerabilities early in the development process.

    Limitations

    • -The user interface could benefit from a more polished design, which might pose a challenge for new users trying to navigate the tool effectively.
    • -While the context-aware autofixes are a promising feature, they are not always effective and may require manual adjustments, which can negate some of the time-saving benefits.
    • -The limitations of the free tier might not meet the needs of larger teams, pushing them towards the Pro version without clear pricing details available.
    • -Compared to more established competitors like SonarQube or Checkmarx, Semgrep may lack some advanced features that larger enterprises might require for comprehensive security testing.
    • -Documentation could be clearer, particularly around the more intricate aspects of custom rule creation, which might intimidate less experienced developers.

    Use Cases

    • -Development teams at small to medium-sized enterprises looking to implement security checks without significant overhead.
    • -Organisations that need to integrate security into their CI/CD pipelines while maintaining a fast-paced development cycle.
    • -Teams that want to create custom security rules tailored to their specific applications and programming languages.
    • -Freelance developers who need an affordable way to ensure their code is secure without investing in costly software.
    • -Open-source projects seeking a free or low-cost solution for maintaining code quality and security standards.

    Alternatives

    SonarQube - a more comprehensive tool offering extensive security features but comes at a higher price, making it better for larger teams.
    Checkmarx - ideal for enterprises needing advanced security testing capabilities and thorough reporting, at a premium cost.
    Snyk - focuses heavily on open-source security and is highly regarded for its ease of use, though it may not cover as many languages as Semgrep.
    Fortify - a heavyweight in static application security testing, offering a broader feature set, though it might overwhelm smaller teams with its complexity.

    Frequently Asked Questions

    Semgrep is a versatile static analysis tool that enhances application security with AI-assisted capabilities, perfect for teams looking to integrate security checks into their continuous integration pipelines. Its customisable YAML-based rules and context-aware autofixes help developers efficiently identify and remediate vulnerabilities across 30+ programming languages. Though it offers a solid freemium model, larger teams may find the limitations of the free tier restrictive.
    The key advantages of Semgrep include: The customisability of YAML-based rules allows developers to tailor security checks specifically to their codebase, ensuring relevance and efficiency.. Support for over 30 programming languages means that Semgrep can be applied in a wide range of development environments, making it a flexible choice for diverse teams.. The high-confidence findings from the Pro Engine enable teams to focus their remediation efforts on the most critical vulnerabilities, saving time and resources.. Context-aware autofixes simplify the process of addressing identified issues, allowing developers to implement fixes directly within their workflow.. The freemium pricing model allows users to trial the tool without financial commitment, making it accessible for startups and smaller teams.. Seamless integration into CI pipelines means that security checks can be automated, helping to catch vulnerabilities early in the development process..
    Some limitations of Semgrep include: The user interface could benefit from a more polished design, which might pose a challenge for new users trying to navigate the tool effectively.. While the context-aware autofixes are a promising feature, they are not always effective and may require manual adjustments, which can negate some of the time-saving benefits.. The limitations of the free tier might not meet the needs of larger teams, pushing them towards the Pro version without clear pricing details available.. Compared to more established competitors like SonarQube or Checkmarx, Semgrep may lack some advanced features that larger enterprises might require for comprehensive security testing.. Documentation could be clearer, particularly around the more intricate aspects of custom rule creation, which might intimidate less experienced developers..

    Pricing & Availability

    Freemium

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