• PROGRESS
  • BLOCKERS
  • ANALYSIS
  • DECISION

How to track project milestones and defects with your AI

Connect Qase to your AI client to get instant updates on project progress. Your agent handles the cross-referencing between milestones and bugs.

Ask AI about this page

Short answer

How can I track project milestones and defects with my AI?

Your AI pulls milestone data and open defects from Qase to show you exactly where the project stands. It identifies which bugs are tied to failed tests so you can spot blockers immediately. You get a clear health report without digging through manual logs.

Project outcomes.

Where your data lands.

The AI organizes Qase information into these specific views.

PROGRESS

Milestone status updates

The AI checks your current milestones to see what is finished and what is lagging. You get a clear view of the project timeline.

BLOCKERS

Open defect reports

Your agent finds all active defects that haven't been closed. It highlights the bugs that are currently stalling your progress.

ANALYSIS

Test failure links

The AI connects specific defects to failed tests. You see exactly which bugs are causing test suites to fail.

DECISION

Human triage needs

The AI flags the most critical issues for your review. You decide which defects to prioritize and how to adjust the schedule.

The workflow

What your AI does when the data arrives.

Your agent acts as the bridge between your test management and your status reports.

  1. Fetch milestones

    The agent pulls the current list of milestones to establish the project schedule.

    list_milestones

  2. Identify defects

    It scans Qase for all open defects that need attention.

    list_defects

  3. Link failures

    The AI matches defects to failed tests to pinpoint the source of issues.

    list_defects

  4. Report health

    It combines milestone progress and defect counts into a single summary.

    list_milestoneslist_defects

Try it

Copy these to start.

Use these prompts to get started immediately.

Starting points

Replace the names in quotes with your actual Qase project or milestone names.

Qase Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_DmxFjwi8voxH7zM7sJq9mvaS2UF2jcPQlNrC5P0K/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Qase capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "qase-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DmxFjwi8voxH7zM7sJq9mvaS2UF2jcPQlNrC5P0K/mcp"
    }
  }
}
Copy into chat04

  • List all milestones for the 'Mobile App' project and tell me which are incomplete.

  • Show me all open defects in Qase that are linked to failed tests.

  • Summarize the project health for the 'v2.0 Release' milestone.

  • Which open defects are currently blocking the 'Security Audit' milestone?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Qase once, then ask.

Link your Qase account through Vinkius to get started. Your login stays encrypted on our side, and you can immediately start chatting with your data.

Connect Qase to your AI

FAQ

How this task behaves.

  • 01

    Can the AI create new defects in Qase?

    No. This MCP only has tools to list milestones and defects. You must use the Qase interface to create or edit records.

  • 02

    Can the AI change a milestone status?

    No. The AI can only read the status of your milestones. It cannot modify your project data.

  • 03

    Does the AI see all my Qase data?

    The AI only sees the data it can access through the specific tools provided in this MCP.

  • 04

    Can I use this with Cursor or VS Code?

    Yes. You can use this with any MCP-compatible client, including Cursor, VS Code, and Windsurf.

  • 05

    How does the AI identify blockers?

    It looks for open defects that are specifically tied to failed tests.

  • More questions about Qase? The Connector page answers them. See everything the Qase Connector can do

Connect Qase to Claude, Cursor, ChatGPT & more