Best Shadow AI Detection Tools for GitHub
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Compare the Top Shadow AI Detection Tools that integrate with GitHub as of June 2026
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This a list of Shadow AI Detection 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 Shadow AI Detection Tools for GitHub?
Shadow AI detection tools help organizations identify and manage unauthorized or “shadow” AI usage that occurs outside of approved systems and governance controls. They scan network traffic, app logs, and user behavior to detect when employees are accessing or interacting with AI services that aren’t sanctioned by IT or compliance teams. The software often includes alerts, dashboards, and risk scoring to highlight unapproved AI tools, usage patterns, and potential data exposure. Many solutions integrate with identity management, security monitoring, and policy enforcement systems to block or remediate risky AI activity. By uncovering hidden AI usage and enforcing governance, shadow AI detection tools help protect data integrity, reduce compliance risk, and maintain control over enterprise AI adoption. Compare and read user reviews of the best Shadow AI Detection tools for GitHub currently available using the table below. This list is updated regularly.
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1
Josys
Josys
Josys is a modern AI-native identity security and governance platform. Enterprise AI adoption has made identity the fastest-growing attack surface, and the hardest to govern. Josys discovers, governs, and secures every identity — human, machine, and AI agent — across every application in the enterprise, allowing security and IT teams to surface risks, control access, and remediate identity threats in real-time. Trusted by over 1,000 organizations and MSPs worldwide, Josys turns identity from the fastest-growing attack surface into an autonomously governed advantage. For more information, visit josys.com. -
2
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
Noma
Noma Security
Noma Security is the complete enterprise AI security platform designed to deliver confidence in agentic AI at scale. Noma Security was named a Gartner Cool Vendors in AI Security, 2025 for delivering deep visibility and AI discovery, agentic risk mapping, security posture management, automated AI red teaming, and AI runtime protection all in one platform. With seamless integration to your AI stack and workflows, and alignment with regulatory compliance frameworks, Noma Security helps teams embrace AI innovation while addressing the unique threats posed by rapid enterprise AI adoption. -
4
Airia
Airia
Airia’s enterprise AI orchestration platform seamlessly integrates with existing systems and data sources, offering a no-code agent builder for rapid prototyping, pre-built connectors for unified data integration, intelligent AI operations that optimize performance and costs through smart routing and centralized lifecycle management, and enterprise-grade security and governance with detailed audit capabilities and responsible AI guardrails. Model-agnostic and vendor-neutral, it supports flexible deployment across shared or dedicated cloud, private cloud, and on-premises environments, enabling both technical and business users to build, deploy, and manage secure AI agents at scale without complex installation or migration. Its intuitive interface and unified platform transform workflows across functions, from engineering and IT to finance, legal, marketing, sales, and support, so organizations can accelerate AI initiatives with confidence and compliance.Starting Price: $49 per month -
5
Nightfall
Nightfall AI
Discover, classify, and protect your sensitive data. Nightfall™ uses machine learning to identify business-critical data, like customer PII, across your SaaS, APIs, and data infrastructure, so you can manage & protect it. Integrate in minutes with cloud services via APIs to monitor data without agents. Machine learning classifies your sensitive data & PII with high accuracy, so nothing gets missed. Setup automated workflows for quarantines, deletions, alerts, and more - saving you time and keeping your business safe. Nightfall integrates directly with all your SaaS, APIs, and data infrastructure. Start building with Nightfall’s APIs for sensitive data classification & protection for free. Via REST API, programmatically get structured results from Nightfall’s deep learning-based detectors for things like credit card numbers, API keys, and more. Integrate with just a few lines of code. Seamlessly add data classification to your applications & workflows using Nightfall's REST API. -
6
Valence
Valence Security
Valence finds and fixes SaaS risks. The Valence platform discovers, protects, and defends SaaS applications by monitoring shadow IT, misconfigurations, and identity activities through unparalleled SaaS discovery, SSPM, and ITDR capabilities. Recent high-profile breaches highlight how decentralized SaaS adoption creates significant security challenges. With Valence, security teams can control SaaS sprawl, protect their data, and detect suspicious activities from human and non-human identities. Valence goes beyond visibility by enabling security teams to remediate risks through one-click remediation, automated workflows, and business user collaboration. Trusted by leading organizations, Valence ensures secure SaaS adoption while mitigating today’s most critical SaaS security risks. -
7
Rezonate
Rezonate
Rezonate detects and auto-remediates access configurations, risky activities, and weak security practices from build time to real-time, across your identity providers and IaaS for a complete identity risk reduction. Rezonate continuously synthesizes the data all your cloud applications, resources as well as your human and machine identities. The single, identity storyline it provides gives you a panoramic view of all your identity and access risk. Rezonate’s Identity Storyline goes beyond traditional overloaded graph views to tell you the story behind each identity, exposure and threat, so you can confidently pinpoint, prioritize and act to eliminate access risks. For every risk detected, exposure or an active threat, Identity Storyline tells how it came to be and what havoc it might wreak. Go beyond periodic configuration scans and unlock real-time view of every change and every activity across your cloud identity attack surface. -
8
Acuvity
Acuvity
Acuvity is the most comprehensive AI security and governance platform for your employees and applications. DevSecOps implements AI security without code changes and devs can focus on AI Innovation. Pluggable AI security results in completeness of coverage, without old libraries or insufficient coverage. Optimize costs by efficiently using GPUs only for LLM models. Full visibility into all GenAI models, apps, plugins, and services that your teams are using and exploring. Granular observability into all GenAI interactions with comprehensive logging and an audit trail of inputs and outputs. AI usage in enterprises requires a specialized security framework that is able to address new AI risk vectors and comply with emerging AI regulations. Employees can use AI confidently, without risking exposing confidential data. Legal would like to ensure there are no copyright, or regulatory issues while using AI-generated content. -
9
CyberTide
CyberTide
CyberTide is an AI-native data security platform designed to give organizations full visibility, control, and protection over sensitive data across cloud, SaaS, collaboration tools, and generative AI environments. It combines multiple security capabilities into a unified stack, including Data Loss Prevention (DLP), Data Security Posture Management (DSPM), insider risk management, and AI security posture management, allowing teams to detect, classify, and secure data in real time. It uses context-aware artificial intelligence to analyze the meaning and relationships of data rather than relying on keywords, significantly reducing false positives while achieving high-precision detection of sensitive information. It continuously scans data at rest and in motion, across emails, chats, files, and AI prompts, enforcing policies that prevent unauthorized sharing, leakage, or misuse of confidential data such as personal, financial, or proprietary information. -
10
Straiker
Straiker
Straiker is an AI-native security platform built specifically to protect enterprise AI applications and autonomous agents, focusing on the emerging risks of “agentic AI” systems that interact with tools, APIs, and sensitive data. It provides full visibility and control across the entire AI stack by analyzing behavioral signals from models, prompts, tools, identities, and infrastructure, enabling real-time detection and prevention of AI-specific threats such as prompt injection, privilege escalation, data exfiltration, and malicious tool usage. It combines continuous discovery, adversarial testing, and runtime protection through core components like Discover AI, Ascend AI, and Defend AI, which together identify all active agents, simulate attacks to uncover vulnerabilities, and enforce real-time safeguards during execution. Its multi-layered architecture captures deep contextual signals across user interactions, networks, and agent workflows. -
11
FireTail
FireTail
FireTail is an end-to-end AI security and governance platform designed to give organizations complete visibility, control, and protection over how artificial intelligence is used across their environments. It continuously discovers AI usage across code, cloud infrastructure, APIs, SaaS tools, and browsers, building a real-time inventory of both approved and shadow AI systems to ensure nothing operates outside governance. It captures and analyzes every AI interaction, including prompts, responses, metadata, and user identity, providing deep contextual visibility into how AI models are accessed and how data flows through them. FireTail enables organizations to enforce flexible, context-aware policies through a centralized governance engine, using prebuilt frameworks such as OWASP or custom rules to maintain compliance without slowing innovation. It continuously monitors activity to detect risks like prompt injection, data leakage, model misuse, and anomalous behavior. -
12
Obsidian Security
Obsidian Security
Protect your SaaS applications against breaches, threats, and data exposure. Start in minutes and secure Workday, Salesforce, Office 365, G Suite, GitHub, Zoom and other critical SaaS applications with data-driven insights, monitoring, and remediation. Companies are moving their critical business systems to SaaS. Security teams lack the unified visibility they need to detect and respond to threats quickly. They are not able to answer basic questions: Who can access SaaS apps? Who are the privileged users? Which accounts are compromised? Who is sharing files externally? Are applications configured according to best practices? It is time to level up security for SaaS. Obsidian delivers a simple yet powerful security solution for SaaS applications built around unified visibility, continuous monitoring, and security analytics. With Obsidian, security teams are able to protect against breaches, detect threats, and respond to incidents in their SaaS applications.
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