Software Engineering

Governed artifact, dependency, security, and MCP workflows for coding agents

Connect AI coding agents to approved artifact repositories, security scanners, package governance services, and managed MCP catalogs so developers can search internal artifacts, run CVE and policy checks, validate dependencies, and use sanctioned agent integrations without leaving their coding environment.

Why the human is still essential here

Developers, security teams, and platform owners still decide which resources and MCP servers are trusted, interpret findings, prioritize remediation, approve exceptions, and remain accountable for release readiness and governance policy.

How people use this

Inline CVE lookup

A developer asks Claude Code to check a package or container image for known CVEs and summarize the findings inside the coding session.

Claude Code / JFrog Xray

Artifact repository search

The agent retrieves approved internal libraries, build artifacts, or container images from the company repository without the developer leaving the editor.

Claude Code / JFrog Artifactory

Release readiness audit

Before merging or shipping, the agent runs software supply chain checks and surfaces policy violations for developer and security review.

Claude Code / JFrog Xray

Pre-install package safety check

Claude Code checks an AI-suggested npm or PyPI package against known vulnerabilities and policy rules before the developer installs it.

Claude Code / JFrog Xray

License compliance screening

When the agent recommends an open-source library, the plugin flags licenses that violate company policy so engineers can choose an acceptable alternative.

Claude Code / JFrog Curation

Curated dependency replacement

If the AI proposes an unapproved package, developers are steered to an approved internal or proxied package source without leaving the coding workflow.

Claude Code / JFrog Artifactory

Organization-wide MCP allowlist

Platform teams enforce managed settings so Claude Code can connect only to MCP servers that have been approved for the company.

Claude Code / JFrog Agent Guard

One-click approved server onboarding

Developers install sanctioned MCP servers from a governed catalog instead of manually wiring up arbitrary local or remote agent integrations.

Claude Code / JFrog AI Catalog

Centralized MCP revocation and updates

Security teams can push updates or remove a risky MCP server centrally so coding agents stop using outdated or unauthorized tools.

Claude Code / JFrog Agent Guard

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Latest community stories (1)

News

Blog

Our AI Agent Now Has a Security Conscience: Introducing the JFrog Plugin for Claude Code

AI coding agents are changing the pace of software development. With tools like Claude Code, developers can move from idea to implementation faster than ever, generating code, exploring unfamiliar repositories, refactoring services, and turning plain-language intent into working software. That speed is powerful. But speed without governance = risk. It also creates a new challenge: how can you govern what an AI agent builds, suggests, and pulls in from the internet?

Yonatan ArbelJFrog Developer Advocacy Lead

Jun 10, 2026