The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the JFrog Remote MCP Server listing page.
The Model Context Protocol (MCP) connects AI systems with external tools, data, and services using a standardized, lightweight interface.
JFrog MCP Server empowers developers, bringing the advanced capabilities of the JFrog platform to the development environment. The JFrog MCP Server integrates with IDEs and AI coding assistants such as VS Code, Cursor, Claude, Kiro, and Codex to respond to natural-language AI queries with rich, actionable information from the JFrog platform.
Among the capabilities you can access with direct, friendly AI interactions:
Use these resources and real-time information for various use cases. For example:
And much more. See the full tool reference for everything the server exposes.
Note: The JFrog MCP Server is now generally available (GA) on JFrog Cloud (SaaS). The self-managed server is in Beta. Individual tools marked Beta in the tool reference are experimental and must be enabled for your environment.
The JFrog MCP Server is hosted on JFrog Cloud, and the tools it provides to the client are continuously updated — you automatically get new features and improvements as they are released, with no installation or upgrade required on the client side.
You connect to the JFrog MCP Server using OAuth for authentication. This eliminates the need to manage API keys.
Note: Because this is a remote server, the tool set evolves on the server. The
TOOLS.mdreference reflects the current tool surface.
The JFrog Remote MCP Server is generally available (GA) to JFrog users with a Cloud (SaaS) subscription.
Subscription information: Supported on the Cloud (SaaS) and Self-Managed platforms for all licenses.
Self-Managed (Beta): A self-managed JFrog MCP Server is also available. See MCP Server Installation for Helm and Docker Compose deployment.
In the examples below, replace <JFROG_PLATFORM_URL> with your JFrog platform URL (for example, https://mycompany.jfrog.io).
For more MCP clients (Kiro, Claude, Codex, and others), see Add the JFrog MCP Server to an MCP client.
The server exposes over 100 tools across Access, Artifactory, Security, Curation, Distribution, Grid, Workers, OneModel, Event, Evidence, and AppTrust.
See the full reference in TOOLS.md.