# Paseo vs Vibe-Trading > Paseo scores 62.1 (B) to Vibe-Trading's 57.8 (C) for agent harnesses. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/paseo-vs-vibe-trading - Markdown: https://www.anchorterminal.com/compare/paseo-vs-vibe-trading.md (~6,050 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 Paseo scores 62.1 (B) on agent readiness against Vibe-Trading's 57.8 (C), and leads in 2 of 7 scored categories. Vibe-Trading leads on reliability, schema & documentation, security & auth and maintenance & community. Both do agent harnesses. - Paseo: grade B, 62.1/100, rank #577 of 1510. Markdown https://www.anchorterminal.com/tools/paseo.md · JSON https://www.anchorterminal.com/api/v1/tools/paseo.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 ### Paseo (B) Good for: Developers who want parallel coding agents on their own machines with no telemetry, reachable from anywhere. Ahead on: - Transparency & trust, 68 against 53 Also in its favour: - No incidents deducted, where Vibe-Trading loses 9 points for them Watch for: Pre-1.0, at 0.15.3 ### 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: - Reliability, 63 against 50 - Schema & documentation, 72 against 65 - Security & auth, 70 against 58 - 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 ### Transparency & trust: Paseo +15 - Paseo (68): Apache 2.0 for everything but third-party components (30). No telemetry and agents run on your machine (22 of 30). CHANGELOG.md, no deprecation policy (10). States no telemetry (20). 30 + 22 + 10 + 20 = 82. - 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). ### Reliability: Vibe-Trading +13 - Paseo (50): Local software. Desktop builds, an Android APK, a Docker image and a Nix package (20). ci.yml on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). CHANGELOG.md (15). Version 0.15.3 (0). 20 + 15 + 0 + 15 + 0 = 50. - Vibe-Trading (63): Read with the local-software lines, as for nanobot and Agent Zero, since the owner runs it. `vibe-trading-ai` installs from PyPI for Python 3.11 or newer, with classifiers for 3.11 to 3.13, and a Docker Compose setup ships in the repository (20). A CI workflow runs the test suite on pushes and pull requests to main, with hash-locked dependency checks on Linux, macOS and Windows, and the repository holds 961 test files. Whether the latest runs on main passed couldn't be read, because GitHub's Actions pages weren't reachable (15 of 25). The repository page showed 7 open issues and 57 open pull requests on 25 October 2026, per that check (GitHub's pages answer 403 on 2 November), against 771 commits in the 30 days to 2 November, and the 0.1.18 notes list two known issues already fixed on main. Issue threads weren't read (18 of 25). CHANGELOG.md says it follows Semantic Versioning, with dated entries from 0.1.8, a Known issues section and an upgrade note for the LangChain 1.x move in 0.1.10, but on 0.x breaking changes ride in minor versions and there is no Breaking section (10 of 15). Version 0.1.18 with the classifier Development Status 4, Beta (0). ### Security & auth: Vibe-Trading +12 - Paseo (58): Harness reading. The README says no telemetry, tracking or forced log-ins (30 of 30). Worktree per agent, on your own machine (10 of 20). No prompt-injection guidance (5). No audit log (5). SECURITY.md (8). 30 + 10 + 5 + 5 + 8 = 58. - 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 - Paseo (65): Harness reading. Public docs, a CLI and plugin examples in the repository (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 - Paseo (75): v0.15.3 and commits on 7 November 2026 (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 builds (15). CI on push (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. ## Score by category | Category | Weight | Paseo | Vibe-Trading | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 50 | 63 | Vibe-Trading +13 | | 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) | 70 | 67 | Paseo +3 | | Security & auth | 14% (17.5 this run) | 58 | 70 | Vibe-Trading +12 | | Payments & pricing | 10% (12.5 this run) | 60 | 60 | even | | 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) | 68 | 53 | Paseo +15 | | Negative events | ≤15 | 0 | -9 | | | **Total** | | **62.1 · B** | **57.8 · C** | | ## Facts side by side | Fact | Paseo | Vibe-Trading | | --- | --- | --- | | Kind | Agent harness | Agent harness | | Vendor | Mohamed Boudra | 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 | Apache-2.0 | MIT | | Tools exposed | none | 82 | | Read-only variant documented | no | no | | llms.txt | no | no | | Last release | 2026-11-07 | 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 ### Paseo 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 **Paseo.** A self-hosted, open-source workspace for running many coding agents on your own machines, scriptable from the CLI and reachable from phone, web or desktop, with no telemetry or forced log-in. It's pre-1.0 and run largely by one maintainer. **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 ### Paseo 1. Run the daemon on the machine that has your tools and credentials, and connect from the clients 2. Script runs from the CLI for repeatable agent jobs ### 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, Paseo or Vibe-Trading? Paseo scores 62.1 (B) on agent readiness against Vibe-Trading's 57.8 (C), and leads in 2 of 7 scored categories. Vibe-Trading leads on reliability, schema & documentation, security & auth and maintenance & community. ### Are Paseo and Vibe-Trading open source? Yes. Paseo is open source (Apache-2.0). Vibe-Trading is open source (MIT). ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/paseo-vs-vibe-trading.json, and with the fewest tokens: https://www.anchorterminal.com/compare/paseo-vs-vibe-trading.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "paseo", "b": "vibe-trading"}`. From a terminal: `anchor compare paseo vibe-trading` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/paseo.json and https://www.anchorterminal.com/api/v1/tools/vibe-trading.json ## Other comparisons with Paseo or Vibe-Trading - [Agent Zero vs Paseo](https://www.anchorterminal.com/compare/agent-zero-vs-paseo.md) - [Agent Zero vs Vibe-Trading](https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading.md) - [Aider vs Paseo](https://www.anchorterminal.com/compare/aider-vs-paseo.md) - [Aider vs Vibe-Trading](https://www.anchorterminal.com/compare/aider-vs-vibe-trading.md) - [Amp vs Paseo](https://www.anchorterminal.com/compare/amp-vs-paseo.md) - [Amp vs Vibe-Trading](https://www.anchorterminal.com/compare/amp-vs-vibe-trading.md) - [Antigravity CLI vs Paseo](https://www.anchorterminal.com/compare/antigravity-cli-vs-paseo.md) - [Antigravity CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/antigravity-cli-vs-vibe-trading.md) - [Auggie CLI vs Paseo](https://www.anchorterminal.com/compare/auggie-vs-paseo.md) - 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How: https://www.anchorterminal.com/agents/#mcp