# Traycer vs Vibe-Trading > Vibe-Trading and Traycer score within a point of each other for agent harnesses, 57.8 and 57 out of 100. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/traycer-vs-vibe-trading - Markdown: https://www.anchorterminal.com/compare/traycer-vs-vibe-trading.md (~5,950 tokens) - Site index for agents: https://www.anchorterminal.com/llms.txt (the key docs and every listing in one file, at most 16 MB, about 4 million tokens: https://www.anchorterminal.com/llms-full.txt) - API: https://www.anchorterminal.com/api/v1/index.json - MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key) - DNS: dig +short TXT .grade.anchorterminal.com (the grade as a DNS TXT record, for a sandbox with no HTTP where names still resolve; also top., best.. and .vs.. under the zone, and the same under grade.letme.dev) - Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data) - Updated: 2026-11-07 Vibe-Trading and Traycer score within a point of each other on agent readiness, 57.8 (C) and 57 (C). Traycer leads on transparency & trust. Both do agent harnesses. - Traycer: grade C, 57/100, rank #816 of 1510. Markdown https://www.anchorterminal.com/tools/traycer.md · JSON https://www.anchorterminal.com/api/v1/tools/traycer.json - Vibe-Trading: grade C, 57.8/100, rank #781 of 1510. 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 1500 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md ## Which one, for what ### Traycer (C) Good for: Teams who want several coding agents working together with shared context and boards. Ahead on: - Transparency & trust, 60 against 53 Also in its favour: - No incidents deducted, where Vibe-Trading loses 9 points for them Watch for: Privacy Mode is opt-in for individuals; with it off, prompts may be logged ### Vibe-Trading (C) 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: - Schema & documentation, 72 against 65 - Security & auth, 70 against 42 - Payments & pricing, 60 against 30 - Maintenance & community, 82 against 75 Also in its favour: - Runs on your own machine - Free to start without a card Watch for: Three advisories published 2 October 2026 cover 0.1.0 to 0.1.6, two critical, and 0.1.16's email TLS and cross-site fixes got no advisory ## Why the edge ### Payments & pricing: Vibe-Trading +30 - Traycer (30): Scored on the paid option, Traycer's own inference subscription, whose price wasn't read (0 of 20). No protocol (0). Bring-your-own-agent use is free (20). Accounts for sync and teams weren't checked, half (10). 0 + 0 + 20 + 10 = 30. - Vibe-Trading (60): Read with the self-hosted rule. No payment protocol (0). Free under the MIT licence with nothing to buy from the project, so 20, 20 and 20 on the last three lines. It runs with a local model through Ollama and needs no sign-up with the project. QVeris paid data, reached through a disclosed referral link, is a third party's product and is not scored. ### Security & auth: Vibe-Trading +28 - Traycer (42): Harness reading. Code is processed in memory and not used for training, but Privacy Mode is opt-in for individuals, prompts may be logged with it off, and Sentry and PostHog 'may be enabled in release builds' (10 of 30). No approval model described in the README (8 of 20). No prompt-injection guidance (5). No audit log found (5). SECURITY.md, CodeQL, Scorecard and secret scanning (14 of 20). 10 + 8 + 5 + 5 + 14 = 42. - Vibe-Trading (70): Harness reading used for nanobot and goose. 30 for what leaves the machine by default, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. No telemetry code was found in the source at v0.1.18, and the only call to PyPI is the owner-run `vibe-trading update`. The API answers only loopback clients without `API_AUTH_KEY`, Docker binds 127.0.0.1 and runs as user `vibe`, and the MCP HTTP transport binds 127.0.0.1 with a Host and Origin allow-list against DNS rebinding but no token. Broker keys go to the OS keyring; model keys sit in `agent/.env` in clear text. The docs carry no statement that nothing is collected (24). Live orders need a mandate that only the owner commits through the web UI or API, with hard caps and a kill switch, and an optional TAP mode waits for human approval of each Alpaca write. No order tool is exposed over MCP, and shell tools are off on the API and every MCP transport unless enabled. The local CLI runs `bash` and file writes without asking, and generated backtest code runs as a network-capable subprocess with a narrowed environment and no sandbox (13). Reader and search tools add warning-only `security_warnings` from regex rules, and external MCP tool hints are treated as untrusted in the source. The `claude-cli` provider's tool filters are described as convenience filters, not a boundary (9). A live-action ledger written append-only with a hash-chained copy, run cards with hashed execution records, tool traces and per-run token usage (13). SECURITY.md with private advisory reporting and a five-business-day acknowledgement. Three advisories were published on 2 October 2026 with CVE identifiers, five months after the 0.1.7 fix, while the email TLS and cross-site settings fixes in 0.1.16 got none. No security.txt and no bounty (11). 24+13+9+13+11 = 70. ### Schema & documentation: Vibe-Trading +7 - Traycer (65): Harness reading. Mintlify docs, a protocol package and a CLI (65). - Vibe-Trading (72): Harness reading of the lines, as for nanobot. The MCP server's tools take typed JSON Schema inputs generated from Python signatures through FastMCP, with a string output schema, and the API server serves FastAPI's OpenAPI file locally (keyless on loopback, behind the key otherwise). No published OpenAPI file or tool manifest outside the running program (20 of 25). No llms.txt on vibetrading.wiki, where /llms.txt redirects to the home page, and the docs are drawn by script from `content.en.js`. The repository carries Markdown READMEs in seven languages and an agent skill file, `agent/SKILL.md` (5 of 10). Tool descriptions say what each does, its arguments and what to call first, such as `list_skills()` before `load_skill`. The server's own header says every tool is read-only apart from `refresh_strategy_evidence`, while `write_file` is also exposed (14 of 20). Inputs are typed, but many choices are free strings (`protocol`, `risk_tier`, `format`) and several take free dictionaries (8 of 15). Many worked examples in the README and a troubleshooting page that names failure states such as `no_progress` and the 403 from another device; tool errors come back as JSON with an `error_type` (12 of 15). Dated CHANGELOG.md, GitHub release tags and versioned docs, though the docs still name 0.1.16 as latest (13 of 15). ### Maintenance & community: Vibe-Trading +7 - Traycer (75): Commits on 6 November 2026 and host 1.5.3 (30). More than three releases in 90 days (20). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). Current apps and CLI packages (15). CI with tests (10). 30 + 20 + 0 + 15 + 10 = 75. - Vibe-Trading (82): v0.1.18 was tagged on 21 October 2026, 12 days before this check (30). Six releases in the 90 days from 4 August, 0.1.13 (tag 10 August) to 0.1.18, from the repository's tags; PyPI couldn't be read on 2 November (20). 771 commits on main in the 30 days to 2 November, 233 of them after v0.1.18, the last on 2 November; the 25 October repository page showed 7 open issues and 57 open pull requests, not re-read. Issue and pull request threads weren't read, a judgement call (18 of 25). An MCP server that isn't in the official MCP registry (searches for vibe-trading and hkuds on 2 November 2026 found nothing). It is published on PyPI, as a Docker setup and on ClawHub (5 of 15). Hash-locked requirements checked in CI on three operating systems, Dependabot set to monthly, and dependency floors raised for named CVEs, most recently on 29 October (9 of 10). 30+20+18+5+9 = 82. ### Transparency & trust: Traycer +7 - Traycer (60): MIT (30). README privacy section and a linked privacy policy (not read) (18 of 30). CHANGELOG.md, no deprecation policy (10). Analytics described as 'may be enabled', with no opt-out given in the README (8 of 20). 30 + 18 + 10 + 8 = 66. - Vibe-Trading (53): MIT (30). There is no hosted service, so no privacy policy is needed. The README says where data lives (named Docker volumes or `~/.vibe-trading/`), that broker keys go to the OS keyring and that generated code doesn't receive model or broker secrets. Nothing was found stating what reaches the model provider or the search fallbacks (15 of 30). Dated changelog entries, a Known issues section, an upgrade note for 0.1.10 and dated retirements such as `mootdx` leaving the default chain in October 2026. No deprecation policy or notice period (9 of 20). No telemetry was found in the source, but the docs do not state that nothing is collected (13 of 20). ## Score by category | Category | Weight | Traycer | Vibe-Trading | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 65 | 63 | Traycer +2 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 65 | 72 | Vibe-Trading +7 | | Agent ergonomics | 13% (16.2 this run) | 65 | 67 | Vibe-Trading +2 | | Security & auth | 14% (17.5 this run) | 42 | 70 | Vibe-Trading +28 | | 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) | 75 | 82 | Vibe-Trading +7 | | Transparency & trust | 7% (8.8 this run) | 60 | 53 | Traycer +7 | | Negative events | ≤15 | 0 | -9 | | | **Total** | | **57 · C** | **57.8 · C** | | ## Facts side by side | Fact | Traycer | Vibe-Trading | | --- | --- | --- | | Kind | Agent harness | Agent harness | | Vendor | Traycer AI | HKUDS | | Hosted endpoint | no (local only) | no (local only) | | Transports | | stdio, Streamable HTTP, SSE (legacy) | | Auth | None | None | | Pricing | Free | Free | | x402 | no | no | | Licence | MIT | MIT | | Tools exposed | none | 82 | | Read-only variant documented | no | no | | llms.txt | no | no | | Last release | 2026-11-06 | 2026-10-21 | | Terms last updated | no document linked | no document linked | | Privacy policy last updated | no document linked | no document linked | | Popularity | none | 37k stars | ## How the scores have moved ### Traycer No score change since it was listed. ### Vibe-Trading - -5.0 on 2 November 2026 (B to C): correction - +0.4 on 28 October 2026: new evidence - +0.2 on 27 October 2026: new evidence ## Verdicts **Traycer.** An open-source app for running several coding agents together with shared context, agent-to-agent messaging and team boards, on every desktop OS. Privacy Mode is opt-in for individuals, and the README says Sentry and PostHog may be on in release builds. **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. Three advisories, two critical, covered versions before 0.1.7, a 0.1.16 credential fix got no advisory, and the local CLI runs shell commands without asking. ## Before you call either ### Traycer 1. Turn on Privacy Mode if you're an individual user and don't want prompts logged 2. CLI agents you configure send requests straight to their provider; Traycer's own inference goes through Traycer ### Vibe-Trading 1. Run 0.1.16 or later. Earlier versions carry three published advisories, including unauthenticated API access with an RCE chain, and send the email password without checking TLS certificates 2. Set `API_AUTH_KEY` before exposing `vibe-trading serve` beyond localhost, and send it as `Authorization: Bearer ` 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, Traycer or Vibe-Trading? Vibe-Trading and Traycer score within a point of each other on agent readiness, 57.8 (C) and 57 (C). Traycer leads on transparency & trust. ### Are Traycer and Vibe-Trading open source? Yes. Traycer is open source (MIT). Vibe-Trading is open source (MIT). ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/traycer-vs-vibe-trading.json, and with the fewest tokens: https://www.anchorterminal.com/compare/traycer-vs-vibe-trading.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "traycer", "b": "vibe-trading"}`. From a terminal: `anchor compare traycer vibe-trading` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/traycer.json and https://www.anchorterminal.com/api/v1/tools/vibe-trading.json ## Other comparisons with Traycer or Vibe-Trading - [Agent Zero vs Traycer](https://www.anchorterminal.com/compare/agent-zero-vs-traycer.md) - [Agent Zero vs Vibe-Trading](https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading.md) - [Aider vs Traycer](https://www.anchorterminal.com/compare/aider-vs-traycer.md) - [Aider vs Vibe-Trading](https://www.anchorterminal.com/compare/aider-vs-vibe-trading.md) - [Amp vs Traycer](https://www.anchorterminal.com/compare/amp-vs-traycer.md) - [Amp vs Vibe-Trading](https://www.anchorterminal.com/compare/amp-vs-vibe-trading.md) - [Antigravity CLI vs Traycer](https://www.anchorterminal.com/compare/antigravity-cli-vs-traycer.md) - [Antigravity CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/antigravity-cli-vs-vibe-trading.md) - [Auggie CLI vs Traycer](https://www.anchorterminal.com/compare/auggie-vs-traycer.md) - 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How: https://www.anchorterminal.com/agents/#mcp