Jira AI Auditor is an MCP server for Claude Desktop that analyzes project health by detecting overdue tasks, unassigned work, and reopened issues with risk scoring and sprint-level analysis. The free tier offers 5 daily audits with basic health scores, while premium unlocks unlimited audits and advanced features like exact risk scoring and sprint auditing.