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Atlassian Jira REST API integration MCP server for sprints, epics, issues, agile velocity, and JQL search.

Jenkins CI/CD automation MCP server for pipeline triggering, build status monitoring, and console inspection.

Pre-execution tool validation, failure prevention hints, dynamic skill selection, and agent dispatch gate MCP server.

Structured Claude Code session lifecycle, semantic tag search, work item accumulation, and memory persistence MCP server.

Interactive .drawio diagram generator and viewer MCP server for system architecture and flow visualization.