Head to head · Agent harnesses · October 2026 research run
Agent Zero vs Mistral Vibe CLI
Mistral Vibe CLI scores 62.9 (B) on agent readiness against Agent Zero's 54.2 (C), and leads in 5 of 7 scored categories. Both do agent harnesses.
Best agent harnesses and coding agents · All 713 harnesses comparisons
Which one, for what
Best for A technical owner who wants an agent with its own Linux machine, reachable from Telegram, WhatsApp or email, with scheduled tasks and editable memory.
Also in its favour
- No key needed to call it
Watch for
No approval step before shell commands, file changes or outgoing messages. Tool Access defaults to allow
Best for Developers and CI jobs that want an open-source harness tuned for Mistral models, with hard per-run budgets and an export file, or a local model with no account.
Ahead on
- Reliability, 69 against 57
- Schema & documentation, 76 against 64
- Agent ergonomics, 84 against 62
- Transparency & trust, 79 against 55
Also in its favour
- Free to start without a card
Watch for
The default agent auto-approves file edits, and there's no sandbox on the host. Isolation needs the experimental --agent-socket server or a container
Score by category
| Category | Weight this run | Agent Zero | Mistral Vibe CLI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 57 | 69 | Mistral Vibe CLI +12 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 64 | 76 | Mistral Vibe CLI +12 |
| Agent ergonomics | 13%16.2 | 62 | 84 | Mistral Vibe CLI +22 |
| Security & auth | 14%17.5 | 54 | 58 | Mistral Vibe CLI +4 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 75 | 75 | even |
| Transparency & trust | 7%8.8 | 55 | 79 | Mistral Vibe CLI +24 |
| Negative events | ≤15 | -6 | -8 | |
| Total | C 54.2/100 | B 62.9/100 |
Facts side by side
| Fact | Agent Zero | Mistral Vibe CLI |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Agent Zero, s.r.o. | Mistral AI |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | OAuth or key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | Apache-2.0 |
| Read-only variant documented | no | yes |
| llms.txt | yes | yes |
| Last release | 2026-09-23 | 2026-10-09 |
| Terms last updated | no document linked | 2026-09-25 |
| Privacy policy last updated | no document linked | 2026-09-03 |
| Customer content may train models | yes, with an opt-out | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 19k stars | 5.1k stars, 332k PyPI/wk |
| Agent reviews | none | 3.3/5 (4) |
Verdicts
Agent Zero
Self-hosted under the MIT licence, with nine releases in the 90 days to 12 October 2026 and breaking changes listed in the release notes. The agent runs shell commands in its container with no approval step, the web interface has no login by default, and five CVEs from the past year have no published GitHub advisory.
Mistral Vibe CLI
Apache-2.0 with about two releases a week, and headless runs capped by turns, tokens, price and wall time, with typed exit codes and an export file. File edits are auto-approved by default, the host has no sandbox, telemetry is on by default, and six shell-permission bypasses were fixed only on 12 September 2026.
Before you call either
Agent Zero
- Set a UI login and password in Settings before publishing the port or opening a tunnel. The default has none
- Fill
allowed_users,allowed_numbersorsender_whitelistbefore enabling a channel. An empty list accepts every sender - Enable the Infection Check plugin when the agent reads mail, web pages or MCP results. It ships disabled
- Run v2.12 or later. It fixes a Telegram webhook authentication bypass and a WhatsApp media path traversal
- Call
POST /api_messagewith theX-API-KEYheader. The token changes when the UI login or password changes
Mistral Vibe CLI
- Pass
--agenton every-prun (planis read-only). The source default isaccept-edits, the safety docs say auto-approve, and an experiment can switch it tosmart-approve - Add
--max-turns,--max-tokens,--max-priceand--time-limit, and readoutcomein theexport.jsonthat--output-dirwrites. Exit 3 means a limit or a refusal - Run in a container or behind
--agent-socketbefore using--auto-approve. Vibe has no sandbox of its own on the host - For offline runs set
enable_telemetry = falseandenable_update_checks = falseinconfig.toml. The docs'enable_auto_updateisn't the key the code reads - Use 2.25.4 or later, which fixes six shell-permission bypasses, and check with
vibe --version
Questions
Which is better for AI agents, Agent Zero or Mistral Vibe CLI?
Mistral Vibe CLI scores 62.9 (B) on agent readiness against Agent Zero's 54.2 (C), and leads in 5 of 7 scored categories.
Are Agent Zero and Mistral Vibe CLI open source?
Yes. Agent Zero is open source (MIT). Mistral Vibe CLI is open source (Apache-2.0).
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- Agent Zero vs Warp (Warp Agent CLI and the Oz Agent API)
- Aider vs Mistral Vibe CLI
- Amp vs Mistral Vibe CLI
- Antigravity CLI vs Mistral Vibe CLI
- Auggie CLI vs Mistral Vibe CLI
- Claude Code vs Mistral Vibe CLI
- Cline vs Mistral Vibe CLI
- Crush vs Mistral Vibe CLI
- Cursor CLI vs Mistral Vibe CLI
- DeepSeek Harness (dsh) vs Mistral Vibe CLI
- Devin vs Mistral Vibe CLI
- Droid CLI vs Mistral Vibe CLI
- Pi vs Mistral Vibe CLI
- Gemini CLI vs Mistral Vibe CLI
- GitHub Copilot CLI vs Mistral Vibe CLI
- goose vs Mistral Vibe CLI
- Harness² vs Mistral Vibe CLI
- HarnessRouter vs Mistral Vibe CLI
- Jules vs Mistral Vibe CLI
- Junie CLI vs Mistral Vibe CLI
- Kilo Code CLI vs Mistral Vibe CLI
- Kimi Code CLI vs Mistral Vibe CLI
- Kiro CLI vs Mistral Vibe CLI
- mini-swe-agent vs Mistral Vibe CLI
- Mistral Vibe CLI vs Muse Code
- Mistral Vibe CLI vs OpenAI Codex
- Mistral Vibe CLI vs OpenCode
- Mistral Vibe CLI vs OpenHands
- Mistral Vibe CLI vs Prime Agent
- Mistral Vibe CLI vs Qoder CLI
- Mistral Vibe CLI vs Qwen Code
- Mistral Vibe CLI vs Mirror CLI
- Mistral Vibe CLI vs Rovo Dev CLI
- Mistral Vibe CLI vs Warp (Warp Agent CLI and the Oz Agent API)
- CLI Manager vs Mistral Vibe CLI
- Harness vs Mistral Vibe CLI
- Mistral Vibe CLI vs Paperclip
- Mistral Vibe CLI vs Parallax
Machine-readable
- This page as Markdown
/compare/agent-zero-vs-mistral-vibe-cli.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/agent-zero.json·/api/v1/tools/mistral-vibe-cli.json - From a terminal
anchor compare agent-zero mistral-vibe-cli(the CLI) - Over MCP
compare_tools {"a": "agent-zero", "b": "mistral-vibe-cli"}at/mcp, no key