AI Agents Linear Issue MCP Server: CRUD Operations

This workflow sets up a fully functional MCP (Model Context Protocol) server that exposes all core Linear issue operations to AI agents. It includes pre-built nodes for creating, deleting, getting single issues, fetching multiple issues, and updating issues. Leveraging n8n's official Linear integration, it handles authentication, parameters via AI expressions ($fromAI()), error management, and retries seamlessly.

Benefits include instant AI agent integration without custom coding—simply import, activate, and share the webhook URL. AI tools like Claude Desktop or custom agents can now natively interact with Linear, automating project management tasks such as triaging bugs, updating statuses, or querying issues based on natural language prompts.

Use cases span development teams boosting productivity: AI can auto-create issues from user feedback, fetch and summarize backlogs, update progress in real-time, or delete obsolete tickets. Ideal for agentic AI workflows, it supports Claude, custom apps, or chained n8n automations, delivering native Linear API responses for robust data handling.