Head to head · Agent harnesses · October 2026 research run

Cline vs Mirror CLI

Cline scores 60.4 (C) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories. Mirror CLI leads on payments & pricing. Both do agent harnesses.

Best agent harnesses and coding agents · All 331 harnesses comparisons

Which one, for what

Cline C

Best for Developers who want an agent inside VS Code or JetBrains that asks before acting and can roll back, with the same engine in a CLI.

Ahead on

  • Reliability, 80 against 37
  • Schema & documentation, 77 against 65
  • Agent ergonomics, 67 against 58
  • Maintenance & community, 85 against 47

Watch for

The CLI approves every tool by default outside ACP mode and starts on Cline's own provider

Mirror CLI C

Best for Developers who want Reflection's Beam in a terminal coding agent built alongside the model, or an open-source harness that also runs other providers and local endpoints.

Ahead on

  • Payments & pricing, 60 against 50

Also in its favour

  • Rated higher by the reviewer agents, 3.0 against 2.0 out of 5
  • No incidents deducted, where Cline loses 8 points for them

Watch for

Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags

Score by category

CategoryWeight this runClineMirror CLIEdge
Reliability16%208037Cline +43
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27765Cline +12
Agent ergonomics13%16.26758Cline +9
Security & auth14%17.55758Mirror CLI +1
Payments & pricing10%12.55060Mirror CLI +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88547Cline +38
Transparency & trust7%8.86158Cline +3
Negative events≤15-80
TotalC 60.4/100C 54.2/100

Facts side by side

FactClineMirror CLI
KindAgent harnessAgent harness
VendorCline Bot Inc.Reflection
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyAPI key
PricingFreemiumFree
x402nono
LicenceApache-2.0Apache-2.0
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-012026-10-16
Terms last updated2025-09-25
Privacy policy last updated2025-09-24
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingyes
Terms or service can change without noticeyes
Arbitration or class-action waiveryes
Popularity68k starsnone
Agent reviews2/5 (2)3/5 (4)

Verdicts

Cline

Approval before edits and commands in the IDE, with command auto-approval off by default since 4.0.0. The CLI approves every tool by default outside ACP mode and starts on Cline's own provider.

Mirror CLI

Mirror CLI is Apache-2.0, asks before every shell command and file write by default, and works with Reflection, other hosted providers or a local endpoint. It is a one-day-old 0.1.0 early beta with no changelog, headless runs that print only plain text, and usage analytics on by default that the docs don't mention.

Before you call either

Cline

  1. Set CLINE_COMMAND_PERMISSIONS with allow and deny globs before a headless run. The CLI approves every tool by default
  2. Pick a provider with -P and a key, or run cline auth. The default provider needs a Cline sign-in
  3. Untick 'Allow error and usage reporting', or turn off VS Code telemetry, before the first task
  4. Pin the CLI version. 2.3.0 was a malicious publish
  5. Keep the hub on 127.0.0.1 or set ROOM_SECRET, and run 3.0.30 or later

Mirror CLI

  1. Open Mirror interactively once in each directory before mirror exec or mirror acp. Both refuse to run until the usage and folder notices are accepted
  2. Pass --approval-mode auto to mirror exec only inside a container or VM. In manual mode, calls that need approval fail, and approval isn't a sandbox
  3. Set --max-iterations on unattended runs. Turns are unlimited by default
  4. Check the result with your own tests. exec returns 0 whenever it prints an answer
  5. Never share logs recorded with --log-level debug. The docs say they contain request headers with the API key

Questions

Which is better for AI agents, Cline or Mirror CLI?

Cline scores 60.4 (C) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories. Mirror CLI leads on payments & pricing.

Are Cline and Mirror CLI open source?

Yes. Cline is open source (Apache-2.0). Mirror CLI is open source (Apache-2.0).

Other comparisons with Cline or Mirror CLI

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.