Jira Project Health Auditor – Language-Independent MCP Server

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Hi everyone,

I wanted to share an MCP server I’ve built called Jira Project Health Auditor.

Most Jira integrations just give AI full read/write access to dump or move tickets. I wanted to build something that acts as an analytical layer specifically for engineering managers and team leads to audit project risk directly from Cursor.

Why it’s different:

  • Language-Independent: Status detection is based on Jira’s native status categories, not English text matching. It works flawlessly whether your workflows are in English, Russian, or any other language.
  • Silent Reopen Detection: It scans the actual Jira changelog history to catch tickets that were marked Done but quietly reopened—something basic filters usually miss.
  • Proportional Health Score: Returns a clear risk score (0–100) based on overdue, unassigned, and reopened work.

How to use it:

It has a Free Tier with 5 project health audits per day. You can run it completely locally.

I would love to hear your thoughts, feedback, or any features you’d like to see added!

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Quick update: I’ve verified the tool handles both complex multi-language JQL workflows and native status categories perfectly.

If anyone is trying to set this up locally in Cursor or Claude Desktop and runs into configuration issues, just drop a comment here. I’m happy to help you get it running!