Head to head · Agent harnesses · October 2026 research run
Agent Zero vs Muse Code
Muse Code scores 61.3 (C) on agent readiness against Agent Zero's 54.2 (C), and leads in 4 of 7 scored categories. Agent Zero leads on reliability and payments & pricing. Both do agent harnesses.
Best agent harnesses and coding agents · All 226 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.
Ahead on
- Reliability, 57 against 45
- Payments & pricing, 60 against 20
Also in its favour
- No key needed to call it
- Open source
Watch for
No approval step before shell commands, file changes or outgoing messages. Tool Access defaults to allow
Best for Developers who want Meta's Muse models, Muse Wonder Full included, in a terminal or CI agent with the sandbox and approvals on from the first run.
Ahead on
- Schema & documentation, 84 against 64
- Agent ergonomics, 79 against 62
- Security & auth, 67 against 54
Also in its favour
- No incidents deducted, where Agent Zero loses 6 points for them
Watch for
Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates
Score by category
| Category | Weight this run | Agent Zero | Muse Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 57 | 45 | Agent Zero +12 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 64 | 84 | Muse Code +20 |
| Agent ergonomics | 13%16.2 | 62 | 79 | Muse Code +17 |
| Security & auth | 14%17.5 | 54 | 67 | Muse Code +13 |
| Payments & pricing | 10%12.5 | 60 | 20 | Agent Zero +40 |
| 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 | 57 | Muse Code +2 |
| Negative events | ≤15 | -6 | 0 | |
| Total | C 54.2/100 | C 61.3/100 |
Facts side by side
| Fact | Agent Zero | Muse Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Agent Zero, s.r.o. | Meta |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | OAuth or key |
| Pricing | Free | Paid |
| x402 | no | no |
| Licence | MIT | Proprietary binary, used under the Meta Model API Terms of Service, which cover Meta's coding harness. Subscriptions are also under the Meta Subscription Terms of Service. The TypeScript and Python SDKs in the linked repository are MIT. |
| Read-only variant documented | no | yes |
| llms.txt | yes | yes |
| Last release | 2026-09-23 | 2026-10-11 |
| Terms last updated | no document linked | |
| Privacy policy last updated | no document linked | couldn't be read |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | 19k stars | 63k npm/wk |
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.
Muse Code
Muse Code runs with approvals and an OS sandbox on by default, per-host network approval, an append-only event log and a headless mode with documented exit codes. It is the only route to Muse Wonder Full. It is closed source with undated release notes and no free route, and subscriptions allow training on code unless Contributor mode is turned off.
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
Muse Code
- Set
META_API_KEYfor headless runs. Browser sign-in isn't available in CI or for Meta Managed Accounts - Gate on your own test command, not the exit code.
muse execreturns 0 when the turn completes even if tests still fail - Pass
--max-model-stepson unattended runs so a stuck task can't loop - Prefer
--disable-approvalto--yoloin CI so the sandbox stays on. On Linux the runner needs a working bubblewrap and a non-musl build - Turn Contributor mode off in
/settingsbefore a subscription session touches private code
Questions
Which is better for AI agents, Agent Zero or Muse Code?
Muse Code scores 61.3 (C) on agent readiness against Agent Zero's 54.2 (C), and leads in 4 of 7 scored categories. Agent Zero leads on reliability and payments & pricing.
Are Agent Zero and Muse Code open source?
Agent Zero is open source (MIT). No open-source release is listed for Muse Code.
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- Agent Zero vs Kiro CLI
- Agent Zero vs OpenAI Codex
- Agent Zero vs OpenCode
- Agent Zero vs OpenHands
- Agent Zero vs Prime Agent
- Agent Zero vs Qwen Code
- Aider vs Muse Code
- Amp vs Muse Code
- Antigravity CLI vs Muse Code
- Claude Code vs Muse Code
- Cline vs Muse Code
- Cursor CLI vs Muse Code
- Devin vs Muse Code
- Droid CLI vs Muse Code
- Pi vs Muse Code
- Gemini CLI vs Muse Code
- GitHub Copilot CLI vs Muse Code
- goose vs Muse Code
- Kilo Code CLI vs Muse Code
- Kiro CLI vs Muse Code
- Muse Code vs OpenAI Codex
- Muse Code vs OpenCode
- Muse Code vs OpenHands
- Muse Code vs Prime Agent
- Muse Code vs Qwen Code
- Muse Code vs Paperclip
Machine-readable
- This page as Markdown
/compare/agent-zero-vs-muse-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/agent-zero.json·/api/v1/tools/muse-code.json - From a terminal
anchor compare agent-zero muse-code(the CLI) - Over MCP
compare_tools {"a": "agent-zero", "b": "muse-code"}at/mcp, no key