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Cursor Agent

Agent mode inside the Cursor editor, planning and applying multi-file changes without leaving the IDE.

4.5
by AnysphereUpdated

Overview

Cursor is a fork of VS Code built around model-assisted editing. Its agent mode goes beyond completion: you describe an outcome, the agent searches the codebase, proposes a diff across multiple files, and runs terminal commands under review. Codebase indexing gives it retrieval over your project rather than only the open buffer.

Key capabilities

  • Agent mode with diff review
  • Codebase-wide indexing
  • Multiple model backends
  • Inline chat and edit
  • Terminal command execution
  • MCP server support
  • Project rules files

Strengths

  • Diff-first review keeps a human in the loop on every change the agent proposes
  • Codebase indexing gives it relevant context without you naming every file
  • Model switching means you are not locked to one vendor's release cadence

Limitations

  • Index freshness on very large monorepos can lag, producing stale file references
  • Agent runs are bounded by editor session state, so long unattended jobs are awkward
  • Cost is hard to predict when the agent retries on a difficult task

Cursor’s bet is that the review surface matters as much as the model. Everything the agent does arrives as a proposed diff you accept, reject, or amend, which keeps the editor as the source of truth rather than a chat transcript.

Retrieval is the other half. The editor maintains an index of the project so a request like “add rate limiting to the public endpoints” can locate the relevant handlers without you listing them. Rules files let you pin conventions — directory layout, testing style, forbidden dependencies — so the agent stops relearning them each session.

Where it fits: feature work and refactors inside a project you already know, done at editor speed. Teams that want fully unattended runs in CI will find a terminal or cloud agent a better shape. See our Cursor vs Windsurf comparison for how it lines up against the closest alternative.

Read nextOur full write-up on Cursor Agent and its alternatives
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