• STATUS
  • BLOCKERS
  • TIMELINE
  • HUMAN

How to audit sprint progress with your AI

Connect Plane to your agent to get a real-time look at your development cycles. Once connected, your AI handles the data gathering so you can focus on the blockers.

Ask AI about this page

Short answer

How can I audit my sprint progress using AI?

Your agent pulls active cycles and work items from Plane to compare completed tasks against your deadlines. You get a clear view of what's finished and what's lagging behind.

Audit outcomes.

Where your data lands.

The AI organizes the Plane data into these specific views.

STATUS

Sprint health

The agent compares completed work items against the active cycle to see if you're hitting targets.

BLOCKERS

Stalled tasks

It identifies work items that haven't moved in days, highlighting where the team is stuck.

TIMELINE

Completion estimates

By looking at the velocity of work items, your agent estimates if the current cycle will finish on time.

HUMAN

Required actions

The AI flags specific high-priority items that need a human manager to step in and resolve issues.

The workflow

What your AI does when the audit request arrives.

The agent moves from raw data to actionable insights in four steps.

  1. Fetch active cycles

    The agent identifies which development cycles are currently running to set the context.

    list_cycles

  2. Gather work items

    It pulls all tasks and tickets associated with those specific cycles.

    list_work_items

  3. Analyze progress

    The agent compares the status of every item against the cycle's end date.

    list_work_items

  4. Report findings

    The agent summarizes the bottlenecks and timeline risks for you.

    list_cycles

Try it

Copy these to start.

Use these prompts to kick off an audit.

Starting points

These are opening lines. Swap in your specific cycle names or project IDs.

Plane Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_JKhdKYJDP25kJTYdQUGpXsbfCZz7sthr9OpDTwzO/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 — Plane capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "plane-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_JKhdKYJDP25kJTYdQUGpXsbfCZz7sthr9OpDTwzO/mcp"
    }
  }
}
Copy into chat04

  • Audit the current sprint in Plane and tell me if we are behind schedule.

  • List all open work items in the 'Mobile App' cycle and identify any that are overdue.

  • Check the progress of the 'Q3 Infrastructure' cycle and summarize what's left to do.

  • Which work items in my active cycle have had no updates in the last three days?

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

Start here

Connect Plane once, then ask.

Just link your Plane account. Your credentials stay encrypted, and you can immediately start asking your agent about your tasks.

Connect Plane to your AI

FAQ

How the audit behaves

  • 01

    Can the AI change the status of my tasks?

    No. The agent can only read data from your cycles and work items. You must manually update task statuses in Plane.

  • 02

    Does the AI see all my Plane projects?

    The agent can see any project you have access to through the provided tools.

  • 03

    Can the AI delete work items?

    No. This MCP does not have tools to delete or modify your data.

  • 04

    How does it know which cycle is active?

    It uses the list_cycles tool to identify the cycles currently in progress.

  • 05

    Can I use this with any AI client?

    Yes, as long as the client supports the Model Context Protocol (MCP).

  • More questions about Plane? See everything the Plane Connector can do

Connect Plane to Claude, Cursor, ChatGPT & more