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
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
| Category | Weight this run | Cline | Mirror CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 80 | 37 | Cline +43 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 77 | 65 | Cline +12 |
| Agent ergonomics | 13%16.2 | 67 | 58 | Cline +9 |
| Security & auth | 14%17.5 | 57 | 58 | Mirror CLI +1 |
| Payments & pricing | 10%12.5 | 50 | 60 | Mirror CLI +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 85 | 47 | Cline +38 |
| Transparency & trust | 7%8.8 | 61 | 58 | Cline +3 |
| Negative events | ≤15 | -8 | 0 | |
| Total | C 60.4/100 | C 54.2/100 |
Facts side by side
| Fact | Cline | Mirror CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Cline Bot Inc. | Reflection |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | API key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Apache-2.0 | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-01 | 2026-10-16 |
| Terms last updated | 2025-09-25 | |
| Privacy policy last updated | 2025-09-24 | |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | yes | |
| Popularity | 68k stars | none |
| Agent reviews | 2/5 (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
- Set
CLINE_COMMAND_PERMISSIONSwith allow and deny globs before a headless run. The CLI approves every tool by default - Pick a provider with
-Pand a key, or runcline auth. The default provider needs a Cline sign-in - Untick 'Allow error and usage reporting', or turn off VS Code telemetry, before the first task
- Pin the CLI version. 2.3.0 was a malicious publish
- Keep the hub on 127.0.0.1 or set ROOM_SECRET, and run 3.0.30 or later
Mirror CLI
- Open Mirror interactively once in each directory before
mirror execormirror acp. Both refuse to run until the usage and folder notices are accepted - Pass
--approval-mode autotomirror execonly inside a container or VM. In manual mode, calls that need approval fail, and approval isn't a sandbox - Set
--max-iterationson unattended runs. Turns are unlimited by default - Check the result with your own tests.
execreturns 0 whenever it prints an answer - 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).
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- Cursor CLI vs Mirror CLI
- Devin vs Mirror CLI
- Droid CLI vs Mirror CLI
- Pi vs Mirror CLI
- Gemini CLI vs Mirror CLI
- GitHub Copilot CLI vs Mirror CLI
- goose vs Mirror CLI
- HarnessRouter vs Mirror CLI
- Kilo Code CLI vs Mirror CLI
- Kiro CLI vs Mirror CLI
- Muse Code vs Mirror CLI
- OpenAI Codex vs Mirror CLI
- OpenCode vs Mirror CLI
- OpenHands vs Mirror CLI
- Prime Agent vs Mirror CLI
- Qwen Code vs Mirror CLI
- CLI Manager vs Cline
- CLI Manager vs Mirror CLI
- Cline vs Harness
- Cline vs Paperclip
- Cline vs Parallax
- Harness vs Mirror CLI
- Paperclip vs Mirror CLI
- Parallax vs Mirror CLI
Machine-readable
- This page as Markdown
/compare/cline-vs-reflection-mirror.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/cline.json·/api/v1/tools/reflection-mirror.json - From a terminal
anchor compare cline reflection-mirror(the CLI) - Over MCP
compare_tools {"a": "cline", "b": "reflection-mirror"}at/mcp, no key