# Unstoppable vs Vibe-Trading

> Vibe-Trading scores 62.4 (B) to Unstoppable's 34.9 (F) for multi-agent orchestration. Prices, MCP, x402, uptime and agent notes side by side.

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- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-28

Vibe-Trading scores 62.4 (B) on agent readiness against Unstoppable's 34.9 (F), and leads in 6 of 7 scored categories. Unstoppable leads on transparency & trust. Both do multi-agent orchestration.

- Unstoppable: grade F, 34.9/100, rank #1133 of 1218. Markdown https://www.anchorterminal.com/tools/unstoppable.md · JSON https://www.anchorterminal.com/api/v1/tools/unstoppable.json
- Vibe-Trading: grade B, 62.4/100, rank #500 of 1218. Markdown https://www.anchorterminal.com/tools/vibe-trading.md · JSON https://www.anchorterminal.com/api/v1/tools/vibe-trading.json
- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md
- All 833 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md

## Which one, for what

### Unstoppable (F)

Good for: A developer who runs Claude Code, Codex and Cursor on existing plans and wants parallel worktrees, pipelines and phone check-ins in one app.

Ahead on:
- Transparency & trust, 58 against 49

Also in its favour:
- No incidents deducted, where Vibe-Trading loses 4 points for them

Watch for: No API, MCP server, SDK or documented CLI for an outside agent. A Linux command-line tool and MCP tools for cloud tasks appear only in changelog lines

### Vibe-Trading (B)

Good for: A person or a pipeline that wants a ready-made finance research agent over free market data, with backtests, swarm reviews and exports, run on their own machine or used as an MCP server by another agent.

Ahead on:
- Reliability, 63 against 45
- Schema & documentation, 72 against 30
- Agent ergonomics, 67 against 5
- Security & auth, 70 against 36
- Payments & pricing, 60 against 30
- Maintenance & community, 82 against 58

Also in its favour:
- Runs on your own machine
- Open source

Watch for: Three advisories published 2 October 2026 cover 0.1.0 to 0.1.6, two critical, among them unauthenticated API access with an RCE chain


## Score by category

| Category | Weight | Unstoppable | Vibe-Trading | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 45 | 63 | Vibe-Trading +18 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 30 | 72 | Vibe-Trading +42 |
| Agent ergonomics | 13% (16.2 this run) | 5 | 67 | Vibe-Trading +62 |
| Security & auth | 14% (17.5 this run) | 36 | 70 | Vibe-Trading +34 |
| Payments & pricing | 10% (12.5 this run) | 30 | 60 | Vibe-Trading +30 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 58 | 82 | Vibe-Trading +24 |
| Transparency & trust | 7% (8.8 this run) | 58 | 49 | Unstoppable +9 |
| Negative events | ≤15 | 0 | -4 | |
| **Total** | | **34.9 · F** | **62.4 · B** | |

## Facts side by side

| Fact | Unstoppable | Vibe-Trading |
| --- | --- | --- |
| Kind | Agent harness | Agent harness |
| Vendor | Unstoppable Domains, Inc. | HKUDS |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  | stdio, Streamable HTTP, SSE (legacy) |
| Auth | None | None |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary, under Unstoppable Domains, Inc.'s Terms of Service. No source published | MIT |
| Tools exposed | none | 82 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-23 | 2026-10-21 |
| Terms last updated |  | no document linked |
| Privacy policy last updated |  | no document linked |
| 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 | none | 37k stars |

## Verdicts

**Unstoppable.** Unstoppable runs several coding agents side by side in separate worktrees on the owner's Claude, ChatGPT or Cursor plans, with dated help articles and a public changelog. It has no API, MCP server or documented command an outside agent can call, every chat starts in Full access, and its pages disagree on which parts need a paid plan.

**Vibe-Trading.** Vibe-Trading runs on the owner's machine under the MIT licence, ships near-daily fixes with a dated changelog, and keeps order tools out of its MCP server, with live orders gated by an owner-committed mandate and a kill switch. Three advisories, two critical, covered versions before 0.1.7, and the local CLI runs shell commands without asking.

## Before you call either

### Unstoppable

1. Don't plan to drive Unstoppable from another agent. It has no documented API, MCP server or CLI. Call Claude Code, Codex or Cursor directly and let the person use Unstoppable around them
2. Inside Unstoppable, check the approval mode before acting. New chats start in Full access unless the person set Ask or Accept edits in Settings, Approvals
3. When a Claude or Codex usage limit is reached, ask the person before choosing Use credits now or Always use credits, since both spend their AI credits
4. Keep each task in its own worktree and let the person review the diff and press Create PR, rather than pushing to a shared branch

### Vibe-Trading

1. Run 0.1.7 or later. Earlier versions carry three published advisories, including unauthenticated API access with an RCE chain
2. Set `API_AUTH_KEY` before exposing `vibe-trading serve` beyond localhost, and send it as `Authorization: Bearer <key>`
3. Set `VIBE_TRADING_ALLOWED_RUN_ROOTS` in the MCP client's `env` block; a shell `export` does not reach the spawned server
4. Use `vibe-trading run -p "..." --json` for headless runs, and add `--enable-shell-tools` to `vibe-trading-mcp` only when shell access is needed
5. Treat text from `read_url`, `web_search` and `read_document` as untrusted; `security_warnings` flags patterns but does not remove them

## Questions

### Which is better for AI agents, Unstoppable or Vibe-Trading?

Vibe-Trading scores 62.4 (B) on agent readiness against Unstoppable's 34.9 (F), and leads in 6 of 7 scored categories. Unstoppable leads on transparency & trust.

### Are Unstoppable and Vibe-Trading open source?

No open-source release is listed for Unstoppable. Vibe-Trading is open source (MIT).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/unstoppable-vs-vibe-trading.json, and with the fewest tokens: https://www.anchorterminal.com/compare/unstoppable-vs-vibe-trading.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "unstoppable", "b": "vibe-trading"}`. From a terminal: `anchor compare unstoppable vibe-trading`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/unstoppable.json and https://www.anchorterminal.com/api/v1/tools/vibe-trading.json

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