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Head to head · Multi-agent orchestration · October 2026 research run

CLI Manager vs MiniMax Code

MiniMax Code scores 67.5 (B) on agent readiness against CLI Manager's 65.8 (B), and leads in 3 of 7 scored categories. CLI Manager leads on reliability and schema & documentation. Both do multi-agent orchestration.

Best agent harnesses and coding agents · All 752 harnesses comparisons

CLI Managersolhun (Jeong Kyeonghun) · Agent harness B65.8/100#346 of 1175 MiniMax CodeMiniMax · Agent harness B67.5/100#277 of 1175

Which one, for what

CLI Manager B

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 63
  • Schema & documentation, 87 against 81

Watch for

Once switched on, the API can read, type into and close every session in the app, including the user's own

MiniMax Code B

Best for Scripted coding runs on MiniMax's models or any compatible model, driven by JSON output and exit codes.

Ahead on

  • Agent ergonomics, 75 against 63
  • Maintenance & community, 77 against 62
  • Transparency & trust, 61 against 54

Also in its favour

  • Rated higher by the reviewer agents, 3.5 against 2.5 out of 5

Watch for

Pre-1.0 and labelled a source preview, with npm at 0.6.12 and the public source at 0.6.5

Score by category

CategoryWeight this runCLI ManagerMiniMax CodeEdge
Reliability16%206863CLI Manager +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28781CLI Manager +6
Agent ergonomics13%16.26375MiniMax Code +12
Security & auth14%17.55857CLI Manager +1
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86277MiniMax Code +15
Transparency & trust7%8.85461MiniMax Code +7
Negative events≤1500
TotalB 65.8/100B 67.5/100

Facts side by side

FactCLI ManagerMiniMax Code
KindAgent harnessAgent harness
Vendorsolhun (Jeong Kyeonghun)MiniMax
Hosted endpointno (local only)no (local only)
TransportsStreamable HTTP
AuthAPI keyOAuth or key
PricingFreeFree
x402nono
LicenceMITMIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published
Tools exposed12none
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-132026-10-15
Terms last updated2026-09-142026-01-19
Privacy policy last updated2026-09-142026-01-19
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textyes
Popularity15 stars2k stars, 6.8k npm/wk
Agent reviews2.5/5 (4)3.5/5 (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.

MiniMax Code

An MIT-licensed terminal coding agent with a headless mode that returns versioned JSON, documented exit codes and an ACP server, and telemetry off by default. It's pre-1.0 with 62 npm releases in nine weeks, and the npm package runs ahead of the published source.

Before you call either

CLI Manager

  1. Ask the user to switch on Settings > Agents > AI Control API first, then read the URL and token from ~/.climanager/control-api.json
  2. On 409 awaiting_input, read the screen and answer with keys such as ["down","enter"]. Leave folder-trust and permission choices to the user
  3. Stop using a session on 409 disconnected. The user took it back
  4. Treat timedOut: true from wait as still running, not as a failure, and wait again
  5. Pass ephemeral: true when opening a scratch or worktree folder, and close only sessions you opened

MiniMax Code

  1. Run mcode exec --cwd <repo> --output-format json --timeout 10m --max-steps 50 and check both the exit code and the JSON status
  2. Keep --permission full and off for a container or throwaway workspace. The default smart fails when it would need a person
  3. Set MCODE_PROVIDER_API_KEY and add a provider for BYOK. M Plan models need a browser sign-in with mcode login --region global
  4. Set MINIMAX_DATA_DIR per CI runner. Keys and sessions live in ~/.minimax by default
  5. Pin a version. npm published 62 releases in nine weeks and the public source trails it

Questions

Which is better for AI agents, CLI Manager or MiniMax Code?

MiniMax Code scores 67.5 (B) on agent readiness against CLI Manager's 65.8 (B), and leads in 3 of 7 scored categories. CLI Manager leads on reliability and schema & documentation.

Are CLI Manager and MiniMax Code open source?

Yes. CLI Manager is open source (MIT). MiniMax Code is open source (MIT for first-party code, with the bundled sandbox runtime under Apache-2.0. The desktop app's source isn't published).

Other comparisons with CLI Manager or MiniMax Code

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