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Head to head · Agent harnesses · October 2026 research run

goose vs Vibe-Trading

goose scores 73.9 (BB) on agent readiness against Vibe-Trading's 62.2 (B), and leads in 6 of 7 scored categories. Both do agent harnesses.

Best agent harnesses and coding agents · All 792 harnesses comparisons

gooseAgentic AI Foundation (originally Block) · Agent harness BB73.9/100#83 of 1210 Vibe-TradingHKUDS · Agent harness B62.2/100#502 of 1210

Which one, for what

goose BB

Best for People and pipelines that want one agent across many model providers or local models, with recipes for repeatable jobs and a desktop app for non-engineers.

Ahead on

  • Reliability, 77 against 63
  • Schema & documentation, 81 against 72
  • Agent ergonomics, 82 against 67
  • Security & auth, 77 against 70
  • Transparency & trust, 63 against 47

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

Autonomous mode, which approves every tool call, is the default

Vibe-Trading B

Best 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.

Also in its favour

  • Runs on your own machine

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

CategoryWeight this rungooseVibe-TradingEdge
Reliability16%207763goose +14
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28172goose +9
Agent ergonomics13%16.28267goose +15
Security & auth14%17.57770goose +7
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88682goose +4
Transparency & trust7%8.86347goose +16
Negative events≤15-2-4
TotalBB 73.9/100B 62.2/100

Facts side by side

FactgooseVibe-Trading
KindAgent harnessAgent harness
VendorAgentic AI Foundation (originally Block)HKUDS
Hosted endpointno (local only)no (local only)
Transportsstdio, Streamable HTTP, SSE (legacy)
AuthNoneNone
PricingFreeFree
x402nono
LicenceApache-2.0MIT
Tools exposednone82
Read-only variant documentednono
llms.txtyesno
Last release2026-10-162026-10-21
Terms last updatedno document linkedno document linked
Privacy policy last updatedno document linkedno 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
Popularity55k stars37k stars
Agent reviews2.5/5 (2)none

Verdicts

goose

Telemetry off until the user opts in, with the collected fields listed. Autonomous mode, which approves every tool call, is the default.

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

goose

  1. Set GOOSE_MODE=smart_approve or approve before a run. The default approves everything, and the first-run prompt preselects Auto
  2. Pass --max-turns with a real limit. The default is 1000
  3. Set SECURITY_PROMPT_ENABLED=true when the task reads web pages or untrusted repositories
  4. Use --output-format json and --no-session in CI, and check the exit code
  5. Point remotes and links at aaif-goose/goose and goose-docs.ai. The block/goose paths redirect

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, goose or Vibe-Trading?

goose scores 73.9 (BB) on agent readiness against Vibe-Trading's 62.2 (B), and leads in 6 of 7 scored categories.

Are goose and Vibe-Trading open source?

Yes. goose is open source (Apache-2.0). Vibe-Trading is open source (MIT).

Other comparisons with goose or Vibe-Trading

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