jira-slack-triage-agent

AI agent that turns Slack messages into Jira tickets — human-in-the-loop on low-confidence cases, duplicate detection, and an eval framework (golden dataset + LLM-as-judge) for measuring ticket quality. Built on MCP, using the official Slack MCP server and mcp-atlassian via a swappable multi-server client.

{
  "mcpServers": {
    "jira-slack-triage-ag": {
      "command": "uvx",
      "args": [
        "jira-slack-triage-agent"
      ]
    }
  }
}

claude mcp add jira-slack-triage-ag uvx jira-slack-triage-agent

{
  "mcpServers": {
    "jira-slack-triage-ag": {
      "command": "uvx",
      "args": [
        "jira-slack-triage-agent"
      ]
    }
  }
}