IDE-native agent harness

Cursor

An AI code editor centered on interactive repository search, multi-file edits, terminal tools, checkpoints, reusable rules, and in-editor diff review.

Surfaces

Desktop IDE · Integrated terminal · Cursor CLI

Context

Uses open files, explicit @ references, codebase search/indexing, terminal output, web tools, MCP, and rules included in the model context.

Actions

Searches and edits files, proposes or applies multi-file changes, runs terminal commands, and calls configured MCP servers.

Execution

IDE and CLI actions run against the local workspace unless a separate remote or external tool provides another environment.

Memory & rules

Versioned project rules live in .cursor/rules; Cursor also supports user rules and a root AGENTS.md. Rules are repeated context, not permanent model memory.

Permissions

IDE modes and tool settings govern interaction; Cursor CLI supports allow/deny permissions for shell commands and file reads/writes, with deny rules taking precedence.

Verification

In-editor diff review, terminal commands, error-fixing tools, and local checkpoints. Checkpoints cover Agent changes only and are not a replacement for Git.

Best for

  • Interactive pair programming
  • Visual review of multi-file diffs
  • Developers who want AI embedded in their editor

Limitations

  • Editorial judgment: long unattended tasks when the IDE session is not an appropriate execution host
  • Editorial judgment: sourced web research as the primary deliverable

Comparison note

Cursor optimizes for tight editor feedback. Its checkpoints and rules improve steering, while Git and explicit tests remain the durable verification layer.

Evidence

First-party sources checked

  1. 1
    Cursor Agent overview

    Cursor · Documentation · checked 2026-07-13

  2. 2
    Cursor Rules

    Cursor · Documentation · checked 2026-07-13

  3. 3
    Cursor CLI permissions

    Cursor · Documentation · checked 2026-07-13

  4. 4
    Cursor checkpoints

    Cursor · Documentation · checked 2026-07-13