
AI Agent for JFrog MCP
Effortlessly manage your JFrog Platform with the AI-powered JFrog MCP integration. Automate repository management, track builds, monitor runtimes, control access, and gain actionable insights into artifacts, vulnerabilities, and curation—all from a unified interface. Simplify DevOps workflows, ensure security, and accelerate software delivery with intelligent automation.

Complete Repository & Build Automation
Leverage powerful AI-driven workflows to create, list, and manage local, remote, and virtual repositories in JFrog Artifactory. Automate build tracking, artifact search, and property management to streamline DevOps operations and reduce manual overhead.
- Repository Management.
- Create, organize, and manage local, remote, and virtual repositories with customizable settings.
- Artifact Search.
- Execute advanced AQL queries to swiftly find artifacts and builds across your platform.
- Build Tracking.
- Automatically track builds, retrieve detailed build information, and monitor status.
- Metadata & Properties.
- Set and manage properties on repositories and folders for precise artifact organization.

Security, Curation & Vulnerability Insights
Gain deep visibility into package curation, vulnerability status, and security insights. Instantly check vulnerabilities, review curation approvals, and access detailed summaries to ensure your software supply chain remains secure and compliant.
- Vulnerability Detection.
- Identify vulnerabilities in packages and builds, grouped by severity for rapid risk assessment.
- Curation Status.
- Check curation approvals or blocks for specific package versions automatically.
- Detailed Security Reports.
- Fetch comprehensive security summaries for artifacts, highlighting critical issues and compliance gaps.

Runtime Monitoring & Access Control
Monitor runtime clusters, running container images, and manage projects and environments efficiently. Control access, set quotas, and ensure seamless operations across all your JFrog Platform resources—all automated by AI.
- Cluster & Image Monitoring.
- List and monitor runtime clusters and running container images for real-time operational insights.
- Project & Environment Management.
- Automate project creation, environment listing, and access control for streamlined team management.
- Access & Quota Control.
- Set storage quotas, manage permissions, and ensure secure, compliant platform access.
MCP INTEGRATION
Available JFrog MCP Integration Tools
The following tools are available as part of the JFrog MCP integration:
- check_jfrog_availability
Check if the JFrog platform is ready and functioning, returning platform readiness status.
- create_local_repository
Create a new local repository in Artifactory by specifying key details and configuration.
- create_remote_repository
Create a remote repository in Artifactory to proxy external package registries.
- create_virtual_repository
Aggregate multiple repositories by creating a new virtual repository in Artifactory.
- list_repositories
List all repositories in Artifactory, with options to filter by type, package, or project.
- set_folder_property
Set or update properties on a folder within Artifactory, applying recursively if desired.
- execute_aql_query
Search for artifacts, builds, or other entities in Artifactory using flexible AQL queries.
- list_jfrog_builds
Return a list of all builds in the JFrog platform for build tracking and management.
- get_specific_build
Get detailed information about a specific build by its name and optional project.
- list_jfrog_runtime_clusters
List all runtime clusters in the JFrog platform, with pagination support.
- get_jfrog_runtime_specific_cluster
Retrieve detailed information on a specific runtime cluster by its ID.
- list_jfrog_running_images
List all running container images across runtime clusters, including status and security data.
- list_jfrog_environments
Retrieve a comprehensive list of all environment types and their details in JFrog.
- list_jfrog_projects
List all projects in the JFrog platform, returning project details for each.
- get_specific_project
Get detailed information about a specific project using its unique key.
- create_project
Create a new project in the JFrog platform by specifying identifiers and configuration.
- jfrog_get_package_info
Retrieve publicly available information about a software package, including description and license.
- jfrog_get_package_versions
List all available versions of a public package, including publication dates.
- jfrog_get_package_version_vulnerabilities
Get known vulnerabilities for a specific version of an open source package.
- jfrog_get_vulnerability_info
Retrieve detailed information about a specific vulnerability, including affected packages.
- jfrog_get_package_curation_status
Check the curation status of a particular package version.
- jfrog_get_artifacts_summary
Get a summary of artifact issues in a repository or build, grouped by severity.
Explore JFrog MCP Server Capabilities
Discover how the experimental JFrog MCP Server enables advanced repository management, build tracking, artifact search, and more. Book a personalized demo or experience FlowHunt's integration with JFrog today.
What is JFrog
JFrog is a leading provider of software supply chain solutions, empowering organizations to build, manage, and secure their software releases efficiently. JFrog’s platform delivers end-to-end visibility, automation, and control for managing binaries and software artifacts from development through production. With a focus on DevOps and security, JFrog enables enterprises to control software updates, ensure compliance, and accelerate continuous delivery across complex environments. Their solutions are trusted by organizations globally to enhance software quality, improve collaboration among development teams, and drive innovation with confidence.
Capabilities
What we can do with JFrog
JFrog's platform empowers organizations to automate, secure, and monitor every step of their software supply chain. With JFrog, users can store and manage artifacts, integrate security and compliance checks, automate release workflows, and distribute trusted software releases globally. The platform supports seamless DevOps practices for teams of all sizes, enhancing visibility, traceability, and reliability for software delivery.
- Artifact Management
- Store, version, and manage software binaries and artifacts securely.
- End-to-End CI/CD Automation
- Automate the entire software delivery pipeline, from build to production.
- Security and Compliance
- Integrate vulnerability scanning and license compliance throughout the supply chain.
- Release Orchestration
- Automate and manage software releases to multiple environments and stakeholders.
- Global Distribution
- Efficiently distribute software packages and updates to teams and users worldwide.

What is JFrog
AI agents can greatly benefit from JFrog's platform by leveraging automated artifact management, integrated security checks, and robust DevOps workflows. With JFrog, AI-driven systems can ensure the integrity and compliance of software components, accelerate deployment cycles, and maintain a secure, traceable, and scalable software supply chain. This enables AI agents to deliver trusted software updates and collaborate efficiently within development ecosystems.