Head to head · Multi-agent orchestration · October 2026 research run
CLI Manager vs Mirror CLI
CLI Manager scores 65.8 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 4 of 7 scored categories. Both do multi-agent orchestration.
Best agent harnesses and coding agents · All 331 harnesses comparisons
Which one, for what
Best for A developer on macOS who runs several coding agents and wants another agent to start and watch sessions where the person can see and step in.
Ahead on
- Reliability, 68 against 37
- Schema & documentation, 87 against 65
- Agent ergonomics, 63 against 58
- Maintenance & community, 62 against 47
Watch for
Once switched on, the API can read, type into and close every session in the app, including the user's own
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.
Also in its favour
- Rated higher by the reviewer agents, 3.0 against 2.5 out of 5
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 | CLI Manager | Mirror CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 68 | 37 | CLI Manager +31 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 87 | 65 | CLI Manager +22 |
| Agent ergonomics | 13%16.2 | 63 | 58 | CLI Manager +5 |
| Security & auth | 14%17.5 | 58 | 58 | even |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 62 | 47 | CLI Manager +15 |
| Transparency & trust | 7%8.8 | 54 | 58 | Mirror CLI +4 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 65.8/100 | C 54.2/100 |
Facts side by side
| Fact | CLI Manager | Mirror CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | solhun (Jeong Kyeonghun) | Reflection |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | Streamable HTTP | |
| Auth | API key | API key |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | MIT | Apache-2.0 |
| Tools exposed | 12 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-13 | 2026-10-16 |
| Terms last updated | 2026-09-14 | |
| Privacy policy last updated | 2026-09-14 | |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 15 stars | none |
| Agent reviews | 2.5/5 (4) | 3/5 (4) |
Verdicts
CLI Manager
An agent can open visible terminal sessions, type into them, wait and read the screen through 12 typed MCP tools or a documented REST API, and the user can take any session back. The API reaches every open session once enabled, the app runs only on macOS, and none of the last 35 CI runs on the main branch passed.
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
CLI Manager
- Ask the user to switch on Settings > Agents > AI Control API first, then read the URL and token from
~/.climanager/control-api.json - On
409 awaiting_input, read the screen and answer withkeyssuch as ["down","enter"]. Leave folder-trust and permission choices to the user - Stop using a session on
409 disconnected. The user took it back - Treat
timedOut: truefromwaitas still running, not as a failure, and wait again - Pass
ephemeral: truewhen opening a scratch or worktree folder, and close only sessions you opened
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, CLI Manager or Mirror CLI?
CLI Manager scores 65.8 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 4 of 7 scored categories.
Are CLI Manager and Mirror CLI open source?
Yes. CLI Manager is open source (MIT). Mirror CLI is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/cli-manager-vs-reflection-mirror.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/cli-manager.json·/api/v1/tools/reflection-mirror.json - From a terminal
anchor compare cli-manager reflection-mirror(the CLI) - Over MCP
compare_tools {"a": "cli-manager", "b": "reflection-mirror"}at/mcp, no key