• ISSUE CREATED
  • TEAM IDENTIFIED
  • ISSUE NEEDS HUMAN
  • NO ACTION

How to create a structured Linear issue with your AI

Just paste the raw text, and your AI client handles the rest. It reads the mess and turns it into a clean, actionable issue right in Linear.

Ask AI about this page

Short answer

How do I turn a messy Slack thread into a Linear issue?

You paste the raw text into your AI client. The AI reads the entire thread, identifies the core problem, and drafts a structured issue with a title and description. It then creates the official issue in Linear for you to check over.

Where every issue lands.

Structured Issues and Teams

Your AI doesn't just dump text into Linear. It processes the content and routes it to the right place, whether that's a new issue or a specific team.

ISSUE CREATED

New issue is ready for review

The AI successfully structured your raw text and created a brand new issue in Linear. You just need to look it over and hit 'Confirm' to make it official.

TEAM IDENTIFIED

Know which team owns the work

If the text mentions specific teams or departments, the AI lists them for you. This helps you route the issue to the right people from the start.

ISSUE NEEDS HUMAN

Requires final human sign-off

The AI drafts the issue but flags it because it needs you to make a final decision, like assigning the correct priority or adding a specific tag.

NO ACTION

Text is informational only

If the raw text is just a general announcement or a simple thank you, the AI recognizes it's not an actionable issue and leaves it alone.

The workflow

What your AI does when you paste raw text.

You give your AI client the raw text. It handles the parsing, structuring, and creation steps, so you don't have to copy-paste anything into Linear manually.

  1. Analyzes raw text for context

    The AI reads the entire block of text, whether it's a bug report or a feature idea. It figures out the core subject, the necessary details, and the right scope for the issue.

    create_linear_issue

  2. Drafts a title and description

    It writes a clear, concise title and organizes the body text into structured bullet points. This makes the issue immediately usable without any cleanup.

    create_linear_issue

  3. Identifies relevant teams

    The AI checks the content against your Linear workspace to see which teams are mentioned. It ensures the issue is routed to the correct group.

    list_linear_teams

  4. Creates the official Linear issue

    Finally, the AI uses the structured data to create the official issue in Linear. You get a link to review and approve the final record.

    create_linear_issue

Try it

Copy these to start.

Paste the text and then ask your AI client to create a structured issue in Linear.

Starting points

Paste the raw text you want to process, and then tell your AI client: 'Using the Linear connector, create a structured issue from this text.'

Linear Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7LRDSnlMqE2DKv929dsux3YlHvX1VtJoOC6wtB6T/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 — Linear capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linear-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7LRDSnlMqE2DKv929dsux3YlHvX1VtJoOC6wtB6T/mcp"
    }
  }
}
Copy into chat04

  • Hey, here's a Slack thread about the checkout button failing on mobile. Can you create a structured issue in Linear?

  • I found this bug description in Jira. Please use the Linear connector to create an issue for the engineering team.

  • We need a new feature for user profiles. Here's the raw text from the brainstorm meeting. Please create a Linear issue.

  • Can you read this bug report and create a Linear issue, making sure it's assigned to the 'Frontend' team?

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

Start here

Connect Linear once, then ask.

Connecting your Linear workspace is simple. Your login details stay encrypted on our side. Once connected, the full walkthrough and all capabilities are available right here on the Connector page.

Connect Linear to your AI

FAQ

How does this task behave?

  • 01

    Can the AI edit an issue that already exists in Linear?

    No. The AI can only create brand new issues using the `create_linear_issue` tool. It cannot modify existing records.

  • 02

    Does it need me to tell it which team to assign the issue to?

    No. The AI can read the text and use the `list_linear_teams` tool to suggest or identify the correct team for the issue.

  • 03

    If I paste a huge amount of text, will it all be included in the issue?

    Yes. The AI reads the entire raw text you paste and includes the full context in the issue description for you to review.

  • 04

    Can it create multiple issues from one paste?

    No. The AI is designed to analyze the input and create one structured issue per request.

  • 05

    Can it access private conversations outside of what I paste?

    No. The AI only processes the raw text you provide in the chat window. It has no access to your Linear workspace history.

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

Connect Linear to Claude, Cursor, ChatGPT & more