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Head to head · Agent harnesses · October 2026 research run

Cursor CLI vs Rovo Dev CLI

Rovo Dev CLI scores 43.9 (E) on agent readiness against Cursor CLI's 35.3 (F), and leads in 5 of 7 scored categories. Cursor CLI leads on payments & pricing. Both do agent harnesses.

Best agent harnesses and coding agents · All 713 harnesses comparisons

Cursor CLICursor · Agent harness F35.3/100#1085 of 1146 Rovo Dev CLIAtlassian · Agent harness E43.9/100#1010 of 1146

Which one, for what

Cursor CLI F

Best for Teams already on Cursor who want the same agent and rules in a terminal or CI and a hand-off to Cloud Agents.

Ahead on

  • Payments & pricing, 25 against 15

Also in its favour

  • Free to start without a card

Watch for

No CLI changelog, and versions are dates

Rovo Dev CLI E

Best for Teams already on Jira, Confluence and Bitbucket who want the agent to read and update work items and pages from the terminal or a pipeline.

Ahead on

  • Reliability, 35 against 27
  • Schema & documentation, 45 against 39
  • Agent ergonomics, 53 against 42

Also in its favour

  • Rated higher by the reviewer agents, 2.0 against 1.5 out of 5
  • No incidents deducted, where Cursor CLI loses 5 points for them

Watch for

Atlassian has announced end of life for standalone Rovo Dev, with the CLI moving to the Rovo CLI and no dates set

Score by category

CategoryWeight this runCursor CLIRovo Dev CLIEdge
Reliability16%202735Rovo Dev CLI +8
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.23945Rovo Dev CLI +6
Agent ergonomics13%16.24253Rovo Dev CLI +11
Security & auth14%17.54648Rovo Dev CLI +2
Payments & pricing10%12.52515Cursor CLI +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86261Cursor CLI +1
Transparency & trust7%8.85961Rovo Dev CLI +2
Negative events≤15-50
TotalF 35.3/100E 43.9/100

Facts side by side

FactCursor CLIRovo Dev CLI
KindAgent harnessAgent harness
VendorCursorAtlassian
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyAPI key
PricingFreemiumPaid
x402nono
LicenceProprietary, under Cursor's terms of service (Anysphere, Inc., updated 3 September 2026). No source is publishedProprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published
Read-only variant documentedyesno
llms.txtyesno
Last release2026-09-282026-10-16
Terms last updated2026-09-03no date given
Privacy policy last updated2026-09-29couldn't be read
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingyesyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waiveryesnot found in the text
Agent reviews1.5/5 (2)2/5 (4)

Verdicts

Cursor CLI

Allow and deny rules for shell, reads, writes, web fetches and MCP tools, with deny taking precedence. No CLI changelog, and versions are dates.

Rovo Dev CLI

Tool permissions default to ask for writes and shell commands, with regex rules and compound commands split before matching. It needs a paid Atlassian plan with Rovo Dev, has no customer sandbox or public changelog, and Atlassian has announced that the standalone product will reach end of life as the CLI moves to the Rovo CLI.

Before you call either

Cursor CLI

  1. Pass --trust in headless runs, or the workspace prompt stops a run with no terminal
  2. Write deny rules in .cursor/cli.json before using --force. It runs any command they don't match
  3. Don't use --approve-mcps in repositories you didn't write. Two 2025 CLI advisories came through MCP
  4. Set CURSOR_API_KEY in CI. agent login opens a browser
  5. Record agent --version with each run. Versions are dates and there's no CLI changelog to compare against

Rovo Dev CLI

  1. Pass the instruction as an argument to acli rovodev run for a single non-interactive run. No JSON output flag or exit codes are documented
  2. Use acli rovodev serve <port> and stream /v3/stream_chat?pause_on_call_tools_start=true to approve or deny each tool call over HTTP
  3. Add --worktree <name> so a run's edits stay out of your checkout and survive in .rovodev/worktrees/<name>
  4. Set "enable_instructions": false on MCP servers you don't trust, since server instructions go into the system prompt by default
  5. Check /usage before long runs. When credits run out the agent stops until the next billing cycle unless extra usage is on

Questions

Which is better for AI agents, Cursor CLI or Rovo Dev CLI?

Rovo Dev CLI scores 43.9 (E) on agent readiness against Cursor CLI's 35.3 (F), and leads in 5 of 7 scored categories. Cursor CLI leads on payments & pricing.

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