Integrating Paperclip with Cursor
Cursor is an AI IDE with deep codebase insights via the @codebase context and autonomous task execution. Integration with Paperclip allows you to centrally assign development tasks and track their progress.
Approach to integration
Cursor doesn't have a headless API for programmatic control—it's an IDE with a GUI. Therefore, integration is achieved through several approaches:
Cursor Background Agent: Cursor supports Background Agent mode for standalone operation without a GUI. Agent tasks can be launched via the CLI. Paperclip submits the task → the Cursor Background Agent executes it → returns the result.
Git-based Integration: Paperclip creates a task in the GitHub Issue format. The Cursor Agent takes the issue, creates a branch, works on the task, and creates a PR. Paperclip tracks the status via the GitHub API.
Restrictions
Cursor is a tool with interactive use as its primary scenario. For fully autonomous development, Claude Code or Codex CLI are preferable. Cursor is better for human-in-the-loop tasks: the developer uses Cursor, and Paperclip helps with prioritization and tracking.