JFrog
by JFrog
End-to-end software supply chain platform with AI-powered agentic CVE remediation, ML model registry with security scanning, and AI-native software...
Last verified: June 2026
JFrog: AI-Powered Software Supply Chain Platform
JFrog is the leading end-to-end software supply chain platform, trusted by millions of developers worldwide. In 2025, JFrog significantly expanded its AI capabilities — adding agentic CVE remediation, an ML model registry, and AI-native delivery features that make it essential for organizations building and securing AI-powered software.
Agentic Security and Remediation
JFrog's agentic remediation automatically fixes CVEs via MCP integration with GitHub Copilot, creating pull requests that fix vulnerabilities without manual developer effort. Named GitHub's 2025 Tech Partner of the Year for this deep integration.
Key Features
- Universal artifact management: Supports all package types — npm, Maven, Docker, PyPI, Go, and more
- Agentic CVE remediation: Auto-fixes security vulnerabilities via MCP
- JFrog ML: AI model registry with security scanning and ML-BOMs
- JFrog Fly: Agentic repository for AI-native software delivery
- Xray security: SCA and vulnerability scanning integrated throughout
- Binary scanning: Security analysis beyond source code
Pricing
Free tier available. Pro and Enterprise plans with advanced security features.
Pros
- + Complete software supply chain platform
- + Agentic CVE auto-remediation
- + ML model registry with security
- + GitHub 2025 Tech Partner of the Year
- + Universal artifact management
Cons
- - Complex platform with steep learning curve
- - Enterprise pricing for full features
- - Overkill for small teams
What Users Actually Complain About
Large platform with a steep learning curve. Significant cost, especially for JFrog Advanced Security features. On-prem hosting requires substantial resources.
Skip it if:
You need a simple artifact repository — JFrog's value is in the full platform. If you only need artifact management, simpler options exist.
Based on community feedback from Reddit, HN, and G2 reviews.
Frequently Asked Questions
What is JFrog?
End-to-end software supply chain platform with AI-powered agentic CVE remediation, ML model registry with security scanning, and AI-native software...
How much does JFrog cost?
JFrog uses a freemium pricing model with plans starting at Free tier; Pro from $150/mo.
What are the main advantages of JFrog?
The key advantages of JFrog include: Complete software supply chain platform; Agentic CVE auto-remediation; ML model registry with security; GitHub 2025 Tech Partner of the Year; Universal artifact management.
What are the drawbacks of JFrog?
Some limitations to consider: Complex platform with steep learning curve; Enterprise pricing for full features; Overkill for small teams.
What category does JFrog belong to?
JFrog is a Security tool developed by JFrog.
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