Linear MCP — Project Management for AI Agents

What it is

Linear MCP is a Model Context Protocol server that connects AI agents to Linear, the project management tool. Through this MCP integration, an AI assistant like Claude Code or Cursor can create issues, update statuses, query projects, and manage workflows in Linear using natural language commands.

This integration targets development teams already using Linear who want their AI coding assistants to interact with the issue tracker without switching context. Instead of opening Linear in a browser, you tell your AI agent to create a bug report or check sprint progress.

Why it saves time or tokens

Context switching between an AI coding tool and a project management UI breaks flow. Linear MCP eliminates this by letting the agent read and write issues directly. Creating an issue from a code review finding, linking a commit to a ticket, or checking what is assigned to you all happen in the same conversation. This reduces the overhead of manual copy-paste between tools.

How to use

1. Install the Linear MCP server in your AI tool's MCP configuration
2. Authenticate with your Linear API key
3. Ask your AI agent to create issues, query projects, or update statuses in natural language

Example

{
  'mcpServers': {
    'linear': {
      'command': 'npx',
      'args': ['-y', '@anthropic/linear-mcp-server'],
      'env': {
        'LINEAR_API_KEY': 'lin_api_xxxxx'
      }
    }
  }
}

With this configuration, your AI agent can execute commands like 'create a high-priority bug in the Backend project titled API timeout on large payloads' and Linear MCP translates that into the correct API call.

Related on TokRepo

• AI tools for task management — project management integrations for AI agents
• Featured workflows — discover more MCP servers and AI tool integrations on TokRepo

Common pitfalls

• The Linear API key grants full access to your workspace; use a service account with limited permissions rather than your personal key
• MCP servers run locally and need network access to api.linear.app; corporate firewalls may block this
• Natural language commands can be ambiguous about which team or project to target; be specific when you have multiple teams in Linear