mcp-jfrog and youtrack-mcp
These two tools are ecosystem siblings, as both are distinct Model Context Protocol (MCP) servers, one for the JFrog Platform API and the other for the YouTrack REST API, allowing AI agents to interact with their respective services using the same underlying protocol.
About mcp-jfrog
jfrog/mcp-jfrog
Model Context Protocol (MCP) Server for the JFrog Platform API, enabling repository management, build tracking, release lifecycle management, and more.
Implements 16+ MCP tools spanning artifact lifecycle management (AQL querying, repository CRUD), build and runtime visibility, and Xray vulnerability scanning—exposing JFrog's multi-product platform through a standardized protocol. Built as a TypeScript MCP server that communicates via stdio transport with AI clients, translating natural language requests into authenticated REST API calls against Artifactory, Xray, and other JFrog services. Integrates with Claude and other MCP-compatible AI assistants, enabling conversational access to DevOps workflows like repo creation, build tracking, and container image security auditing.
About youtrack-mcp
devstroop/youtrack-mcp
An MCP (Model Context Protocol) server that provides YouTrack REST API access to AI agents
Provides ~80% coverage of the YouTrack REST API with 17 MCP tools spanning issues, bulk operations, analytics (Gantt/critical path), time tracking, and saved queries. Built in TypeScript with stdio and SSE transport options, it integrates with Claude, VSCode, Continue.dev, Cline, and Zed through standard MCP client configuration.
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