• HIERARCHY
  • SCOPE
  • TAXONOMY
  • HUMAN

How to analyze project structure with your AI

Connect Plane to your agent once. From then on, your agent can see exactly how your work is organized.

Ask AI about this page

Short answer

How can I use my AI to map out my Plane project?

Your agent pulls modules, epics, and labels from Plane to build a map of your project. This gives you a clear view of how everything is organized.

The results of the analysis.

What your AI uncovers.

The agent pulls specific data points to build a mental model of your project.

HIERARCHY

Module maps

The agent pulls all active modules to show how work is grouped. You get a clear view of the high-level containers in your project.

SCOPE

Epic tracking

By pulling epic data, your agent understands the larger goals you are chasing. This helps it relate small tasks to big-picture objectives.

TAXONOMY

Label identification

The agent identifies all existing labels used in the project. This lets it understand your specific categorization and tagging logic.

HUMAN

Decision support

The agent presents the structure, but you decide how to reorganize or act on it. It provides the map; you drive the project.

The workflow

What your AI does when the request arrives.

The agent moves through your Plane data to build a complete picture of your workspace.

  1. Fetch project details

    The agent starts by grabbing the core settings and metadata for the specific project you are working on.

    get_project

  2. Map the modules

    It scans for all modules to understand the primary buckets of work.

    list_modules

  3. Identify labels

    The agent looks up all available labels to see how you categorize issues.

    list_labels

  4. Synthesize structure

    The agent combines the project data, modules, and labels into a single coherent overview for you.

    get_projectlist_moduleslist_labels

Try it

Copy these to start.

Use these prompts to kick off the analysis.

Starting points

These are opening lines. Swap out the project names for your actual Plane project names.

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

  • Show me the module structure for the Mobile App project.

  • What labels are being used in the Backend Refactor project?

  • List all the modules and epics in the Website Redesign project so I can see the scope.

  • Give me a summary of how the Marketing project is organized by its labels and modules.

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

Start here

Connect Plane once, then ask.

One quick connection keeps the link secure. You'll find the full setup guide on the Connector page.

Connect Plane to your AI

FAQ

How this task behaves.

  • 01

    Can my AI change my project labels?

    No. The agent can only read and list your existing labels.

  • 02

    Can the AI delete modules for me?

    No. This agent is for analysis and retrieval, not for modifying or deleting your project structure.

  • 03

    Does the AI see all my projects?

    The AI only sees the project data you specifically point it toward using the project tools.

  • 04

    Can the AI create new epics?

    No. The current tools only allow the agent to list and retrieve existing project information.

  • 05

    How does the AI know which project to look at?

    You tell the agent which project to analyze in your prompt, and it uses that information to fetch the right data.

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

Connect Plane to Claude, Cursor, ChatGPT & more