Compare the Top AI Guardrails that integrate with GitHub as of July 2026

This a list of AI Guardrails 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 AI Guardrails for GitHub?

AI guardrails are software solutions that enforce safety, security, compliance, and governance controls on artificial intelligence systems and applications. They monitor AI inputs, outputs, actions, and interactions to prevent issues such as harmful content generation, data leakage, prompt injection attacks, policy violations, and unauthorized behavior. These platforms often provide real-time validation, content filtering, risk scoring, access controls, and policy enforcement to ensure AI systems operate within defined boundaries. Many AI guardrail solutions integrate with large language models (LLMs), AI agents, AI orchestration platforms, and enterprise applications to deliver consistent oversight across AI workflows. By improving trust, compliance, and operational safety, AI guardrails help organizations deploy AI responsibly while reducing business and security risks. Compare and read user reviews of the best AI Guardrails for GitHub currently available using the table below. This list is updated regularly.

  • 1
    Codacy

    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
  • 2
    Akto

    Akto

    Akto

    Akto is an open source API security in CI/CD platform. Key features of Akto include: 1. API Discovery 2. API Security Testing 3. Sensitive Data Exposure 4. API Security Posture Management 5. Authentication and Authorization 6. API Security in DevSecOps Akto helps developers and security teams secure APIs in their CI/CD by continuously discovering and testing APIs for vulnerabilities. Akto's pricing is transparent on website. Free tier is available. You can deploy both self-hosted and in cloud. It takes only few mins to deploy and see results. Akto can integrate with multiple traffic sources - Burpsuite, AWS, postman, GCP, gateways, etc.
  • 3
    LangDB

    LangDB

    LangDB

    LangDB offers a community-driven, open-access repository focused on natural language processing tasks and datasets for multiple languages. It serves as a central resource for tracking benchmarks, sharing tools, and supporting the development of multilingual AI models with an emphasis on openness and cross-linguistic representation.
    Starting Price: $49 per month
  • 4
    Warestack

    Warestack

    Warestack

    Warestack is an agentic AI–powered release protection platform that installs directly into your GitHub organization and enforces custom, context-aware guardrails across every stage of your development workflow. Users write protection rules in plain English, such as requiring approvals for non-hotfix PRs or blocking Friday deployments, and Warestack automatically flags or blocks risky operations, traces events like pull requests, issues, deployments, and workflow runs in real time, and centralizes visibility in a unified dashboard. It integrates seamlessly with tools like GitHub, Slack, and Linear to deliver smart alerts and notifications, while offering one-click audit logs and reports to support SOC-2 and compliance needs. Warestack scales effortlessly across teams and repositories with scoped rule application, role-based enforcement, and a transparent open source rule engine named Watchflow that powers its policy creation.
    Starting Price: $49 per month
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