{ "data": { "a": { "slug": "junie", "name": "Junie CLI", "vendor": "JetBrains", "vendorUrl": "https://junie.jetbrains.com", "kind": "harness", "category": "agent-harnesses", "summary": "JetBrains' coding agent for the terminal, run as `junie`. It plans, edits files, runs commands and calls MCP servers, with an action allowlist, one-shot headless runs with JSON output for CI and an ACP mode for editors.", "url": "https://www.anchorterminal.com/tools/junie", "markdownUrl": "https://www.anchorterminal.com/tools/junie.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/junie.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/junie.json", "repo": "https://github.com/JetBrains/junie", "license": "Proprietary, JetBrains s.r.o., all rights reserved, under the JetBrains AI Terms of Service. The GitHub repository holds the README, release binaries and the issue tracker, not source", "transports": [], "packages": [ { "registry": "npm", "name": "@jetbrains/junie" } ], "auth": "mixed", "authNotes": "A JetBrains Account through a browser, a Junie API key (`JUNIE_API_KEY` or `--auth`) created at junie.jetbrains.com/cli for headless runs, or BYOK provider keys and custom endpoints, which need no JetBrains AI subscription.", "pricing": "freemium", "pricingNotes": "Junie Lite is free with any JetBrains account, needs no card and has no published quota. JetBrains AI Pro is $10 a month ($100 a year) with 10 AI Credits and AI Ultimate $30 a month ($300 a year) with 35, where one credit is US$1. BYOK use is billed by the provider with no JetBrains markup. Per-model credit rates weren't found (checked 2026-10-18).", "priceSummary": "$10 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the Junie docs, the JetBrains AI terms or the pricing on junie.jetbrains.com (checked 2026-10-18).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 487, "npmWeekly": 3153, "pypiWeekly": null, "asOf": "2026-10-18" }, "docsUrl": "https://junie.jetbrains.com/docs/junie-cli.html", "llmsTxt": "https://junie.jetbrains.com/llms.txt", "capabilities": [ "agent.harness", "agent.mcp-client", "agent.multi-agent" ], "tags": [ "official", "harness", "coding-agent", "cli", "closed-source", "mcp", "acp", "llms-txt", "free-tier", "no-card", "hooks", "subagents" ], "lastRelease": "2026-10-16", "graded": true, "anchor": { "graded": true, "score": 53.2, "grade": "D", "agentReady": false, "rank": 829, "ranked": true, "rankOf": 1210, "categoryRank": 33, "methodology": "0.6", "run": "2026-10-01", "scores": { "ergonomics": 55, "maintenance": 72, "payments": 42, "reliability": 45, "schema": 62, "security": 56, "transparency": 78 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-18" }, "negative": -3, "negativeNotes": [ "2026-10-15. CVE-2026-111091, high (CVSS 7.8, CWE-829). Code execution was possible through an untrusted project's MCP server configuration in Junie CLI before 26.8.3. Fixed and published through NVD and JetBrains' fixed-issues page, inside six months (https://services.nvd.nist.gov/rest/json/cves/2.0?keywordSearch=Junie). -2", "2026-04-17. CVE-2026-41153, medium (CVSS 5.8 from JetBrains). Command execution through a malicious project file in JetBrains Junie before 252.549.29, a plugin build number. Judgement call, 1 point, since the IDE plugin and the CLI run the same agent per JetBrains' 17 June 2026 post. Fixed and published (https://services.nvd.nist.gov/rest/json/cves/2.0?keywordSearch=Junie). -1" ], "verdict": "Runs headless with JSON output, speaks ACP, and works with JetBrains AI plans, a free Junie Lite tier, the owner's own provider keys or a local endpoint. Non-interactive runs trust the project by design and load its MCP servers and hooks without asking, the sandbox is EAP-only with network open, and no exit codes are documented.", "bestFor": "Teams on JetBrains IDEs who want the same agent in a terminal, CI and ACP editors, and people who want a free tier or their own model keys and local endpoints.", "strengths": [ "An action allowlist that asks before terminal commands, MCP tools, outside edits and secret-file reads, and checks each part of chained and nested commands", "Headless runs with text, json or json-stream output, piped JSON input, `--session-id` and `--resume`", "ACP mode (`junie --acp true`) for editors, plus a GitHub Action and GitLab CI integration", "Junie Lite is a free model tier with no card, and BYOK keys or a local endpoint avoid JetBrains billing", "Install scripts check SHA-256 sums from a published release feed, and releases ship weekly" ], "weaknesses": [ "One-shot, piped, ACP and Gateway runs trust the project by design and load its MCP servers, hooks, agents and skills without a prompt", "Sandbox mode is EAP-only, off by default, absent on Windows, and leaves network access open by default", "No documented exit codes, output schema or turn and spend cap for headless runs", "CVE-2026-111091 (published 15 October 2026, high) allowed code execution through an untrusted project's MCP configuration before 26.8.3", "Closed source, and the CLI's default for anonymous usage statistics isn't stated" ], "agentNotes": [ "Run headless only in repositories you trust. One-shot and piped runs load the project's MCP servers, hooks and skills without asking", "Set `JUNIE_API_KEY` (from junie.jetbrains.com/cli) or a provider key such as `JUNIE_ANTHROPIC_API_KEY` in CI. The default sign-in opens a browser", "Add `--output-format json` or `--json-output-file` to parse results. Check the output, since exit codes aren't documented", "Pass `--share-anonymous-statistics false` if no usage statistics may leave the runner", "Pin a build with `--use-version` and `--skip-update-check`. The CLI updates itself on start by default" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 4, "avgRating": 2.8, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "D", "methodology": "0.6", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 53.2 } ], "editorialScores": { "ergonomics": 55, "maintenance": 72, "payments": 42, "reliability": 45, "schema": 62, "security": 56, "transparency": 57 }, "provenanceScore": 99, "checked": { "categories": { "ergonomics": "2026-10-18", "maintenance": "2026-10-18", "payments": "2026-10-18", "reliability": "2026-10-18", "schema": "2026-10-18", "security": "2026-10-18", "transparency": "2026-10-18" }, "last": "2026-10-18", "oldest": "2026-10-18", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "curl -fsSL https://junie.jetbrains.com/install.sh | bash", "headless": { "acp": "junie --acp true", "review": "junie --auth=\"$JUNIE_API_KEY\" --review", "run": "junie --auth=\"$JUNIE_API_KEY\" \"Fix any failing tests\"" } }, "letme": { "capability": "https://letme.dev/agent.harness", "tool": "https://letme.dev/junie" }, "sameCompany": [ "youtrack" ], "area": "frameworks", "unitPrices": [ { "item": "JetBrains AI Pro", "unit": "month", "usd": 10, "note": "per user, 10 AI Credits every 30 days, $100 a year" }, { "item": "JetBrains AI Ultimate", "unit": "month", "usd": 30, "note": "per user, 35 AI Credits every 30 days, $300 a year" } ], "provenance": { "legalEntity": "JetBrains s.r.o.", "domain": "jetbrains.com", "domainRegistered": "2001-11-09", "endpointOnVendorDomain": null, "terms": "https://www.jetbrains.com/legal/docs/terms/jetbrains-ai-service/", "privacy": "https://www.jetbrains.com/legal/docs/privacy/privacy/", "statusPage": "https://status.jetbrains.cloud", "changelog": "https://junie.jetbrains.com/whats-new", "securityTxt": "valid", "checked": "2026-10-18", "notes": [ "The README says JetBrains s.r.o., all rights reserved, with use under the JetBrains AI Terms of Service (version 2.1, effective 30 September 2025, titled for AI Assistant and Junie).", "RDAP (Verisign) gives jetbrains.com a registration date of 2001-11-09. Junie's site is junie.jetbrains.com.", "www.jetbrains.com/.well-known/security.txt has a Contact and a Policy line and no Expires line, which RFC 9116 requires. The site's tracker reads a file with a Contact and no Expires as valid. junie.jetbrains.com/.well-known/security.txt answers 404.", "status.jetbrains.cloud (incident.io) covers JetBrains AI and its model providers, with no Junie component.", "The CLI runs on the owner's machine. Model calls go to JetBrains AI, the owner's provider or a local endpoint, so there is no single vendor endpoint." ], "score": 99 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/junie.json", "live": { "slug": "junie", "vendorStatus": { "page": "https://status.jetbrains.cloud", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-25T20:47:55.004826797Z" }, "versions": [ { "registry": "github", "name": "JetBrains/junie", "version": "3813.10", "released": "2026-10-23", "seenAt": "2026-10-25T08:58:40.199865879Z" }, { "registry": "npm", "name": "@jetbrains/junie", "version": "3110.7.0", "seenAt": "2026-10-25T08:58:39.318863912Z" } ], "githubStars": 496, "npmWeekly": 151, "securityTxt": { "url": "https://jetbrains.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-10-25T15:28:57.744713924Z" }, "llmsTxt": { "url": "https://junie.jetbrains.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-25T14:52:21.848389206Z" }, "domain": { "domain": "jetbrains.com", "registered": "2001-11-09", "source": "https://rdap.verisign.com/com/v1/domain/jetbrains.com", "checkedAt": "2026-10-25T13:56:29.051538045Z" }, "pages": [ { "url": "https://junie.jetbrains.com/whats-new", "kind": "changelog", "status": 200, "checkedAt": "2026-10-25T02:49:01.055455487Z", "changedAt": "2026-10-22T01:19:26.658906977Z", "fingerprint": "588a76370479" }, { "url": "https://www.jetbrains.com/legal/docs/privacy/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-25T03:02:30.037620177Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "7d6c9c28b6d6" }, { "url": "https://www.jetbrains.com/legal/docs/terms/jetbrains-ai-service/", "kind": "terms", "status": 200, "checkedAt": "2026-10-25T03:02:31.985673899Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "c56282bd3350" } ], "github": { "repo": "jetbrains/junie", "checkedAt": "2026-10-19T06:19:27.150001385Z", "stars": 488, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-17T17:39:25Z", "openIssues": 6, "openPRs": 4, "issuesOpened90d": 17, "issuesClosed90d": 63, "prsMerged90d": 18, "replies": { "sampled": 25, "unanswered": 4, "medianDays": 43.5 } }, "updatedAt": "2026-10-25T20:47:55.004826797Z" } }, "answer": "Vibe-Trading scores 62.2 (B) on agent readiness against Junie CLI's 53.2 (D), and leads in 6 of 7 scored categories. Junie CLI leads on transparency \u0026 trust.", "b": { "slug": "vibe-trading", "name": "Vibe-Trading", "vendor": "HKUDS", "vendorUrl": "https://vibetrading.wiki", "kind": "harness", "category": "agent-harnesses", "summary": "Vibe-Trading is an open-source, self-hosted finance research agent from HKUDS. It turns plain-English questions into market data pulls, strategy code and backtests, through a CLI, a web UI, chat apps or its MCP server.", "url": "https://www.anchorterminal.com/tools/vibe-trading", "markdownUrl": "https://www.anchorterminal.com/tools/vibe-trading.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/vibe-trading.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/vibe-trading.json", "repo": "https://github.com/HKUDS/Vibe-Trading", "license": "MIT", "transports": [ "stdio", "streamable-http", "sse" ], "packages": [ { "registry": "pypi", "name": "vibe-trading-ai" } ], "auth": "none", "authNotes": "No account with the project. The owner supplies a model provider key in `agent/.env`, or uses Ollama, a ChatGPT OAuth sign-in for OpenAI Codex, a GitHub Copilot login or a local Claude Code login. The API server answers loopback clients without a key; any other client needs `API_AUTH_KEY` as `Authorization: Bearer \u003ckey\u003e`. The MCP server's HTTP transport binds 127.0.0.1 with a Host and Origin allow-list and no token. Broker connector credentials are stored in the OS keyring by `vibe-trading connector setup` (https://github.com/HKUDS/Vibe-Trading/blob/main/README.md).", "pricing": "free", "pricingNotes": "Free under the MIT licence, with nothing to buy from the project. The owner pays the model provider, or nothing with a local model through Ollama. 29 market-data sources are built in and most need no key. QVeris, an optional paid data marketplace, is a third party and is reached only in paid mode; the README carries a QVeris referral link and discloses it (checked 2026-10-25).", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, the docs or the source at v0.1.18 (checked 2026-10-25).", "endpoints": [] }, "toolCount": 82, "popularity": { "githubStars": 36500, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-25" }, "docsUrl": "https://vibetrading.wiki/docs/", "capabilities": [ "agent.harness", "agent.multi-agent", "agent.mcp-client", "data.markets", "market.crypto", "market.news", "assistant.messaging", "assistant.proactive" ], "tags": [ "open-source", "self-hosted", "local", "free", "python", "mit", "mcp", "cli", "harness", "docker", "no-card", "no-sandbox", "pre-1.0", "beta" ], "lastRelease": "2026-10-21", "graded": true, "anchor": { "graded": true, "score": 62.2, "grade": "B", "agentReady": false, "rank": 502, "ranked": true, "rankOf": 1210, "categoryRank": 12, "methodology": "0.6", "run": "2026-10-01", "scores": { "ergonomics": 67, "maintenance": 82, "payments": 60, "reliability": 63, "schema": 72, "security": 70, "transparency": 47 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-25" }, "negative": -4, "negativeNotes": [ "2026-10-02. GHSA-v2f8-6655-7grj (CVE-2026-114108, critical). In 0.1.0 to 0.1.6 the API server answered every client without authentication when `API_AUTH_KEY` was unset, the shipped default, with the Docker container running as root on 0.0.0.0:8899, which the advisory chains to remote code execution. Fixed in 0.1.7 of 6 May 2026 and published five months later, -2. https://github.com/HKUDS/Vibe-Trading/security/advisories/GHSA-v2f8-6655-7grj", "2026-10-02. GHSA-jqmf-mx4f-hfr6 (CVE-2026-114107, critical). Shell and code injection in the LLM-callable `bash`, `background_run` and backtest tools, and SSRF in `read_url`, reachable through the unauthenticated API or prompt injection in a processed document, in 0.1.0 to 0.1.6. Fixed in the same 0.1.7 release, -1. https://github.com/HKUDS/Vibe-Trading/security/advisories/GHSA-jqmf-mx4f-hfr6", "2026-10-02. GHSA-5rmq-chc7-m22f (CVE-2026-114106, high). `read_document` read any file the process could reach and `safe_user_path()` accepted the whole home directory, in 0.1.0 to 0.1.6. Fixed in 0.1.7, -1. https://github.com/HKUDS/Vibe-Trading/security/advisories/GHSA-5rmq-chc7-m22f" ], "verdict": "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.", "bestFor": "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.", "strengths": [ "MIT licence, runs on the owner's machine, and no telemetry code was found in the source at v0.1.18", "No order-placing or order-cancelling tool is exposed over MCP, and shell tools are off on every MCP transport by default", "Live orders need an owner-committed mandate with hard caps, a kill switch and an append-only, hash-chained audit ledger", "Six PyPI releases in the 90 days to 25 October 2026, with a dated CHANGELOG.md and a Known issues section in 0.1.18", "API server answers only loopback clients without `API_AUTH_KEY`; Docker binds 127.0.0.1 and runs as a non-root user" ], "weaknesses": [ "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", "The local CLI's `bash` tool and generated backtest code run without per-action approval or a sandbox", "82 MCP tools with about 44,000 characters of descriptions in the server source and no readOnlyHint or destructiveHint annotations", "Version 0.1.18 with a Beta classifier, and not in the official MCP registry", "Broker trading is described in the README as experimental and not verified against a real broker account" ], "agentNotes": [ "Run 0.1.7 or later. Earlier versions carry three published advisories, including unauthenticated API access with an RCE chain", "Set `API_AUTH_KEY` before exposing `vibe-trading serve` beyond localhost, and send it as `Authorization: Bearer \u003ckey\u003e`", "Set `VIBE_TRADING_ALLOWED_RUN_ROOTS` in the MCP client's `env` block; a shell `export` does not reach the spawned server", "Use `vibe-trading run -p \"...\" --json` for headless runs, and add `--enable-shell-tools` to `vibe-trading-mcp` only when shell access is needed", "Treat text from `read_url`, `web_search` and `read_document` as untrusted; `security_warnings` flags patterns but does not remove them" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.6", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 62.2 } ], "editorialScores": { "ergonomics": 67, "maintenance": 82, "payments": 60, "reliability": 63, "schema": 72, "security": 70, "transparency": 67 }, "provenanceScore": 27, "checked": { "categories": { "ergonomics": "2026-10-25", "maintenance": "2026-10-25", "payments": "2026-10-25", "reliability": "2026-10-25", "schema": "2026-10-25", "security": "2026-10-25", "transparency": "2026-10-25" }, "last": "2026-10-25", "oldest": "2026-10-25", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install vibe-trading-ai # then: vibe-trading init # or: docker compose up --build from a clone", "config": { "mcpServers": { "vibe-trading": { "command": "vibe-trading-mcp" } } }, "headless": { "command": "vibe-trading run -p \"$TASK\" --json" } }, "letme": { "capability": "https://letme.dev/agent.harness", "tool": "https://letme.dev/vibe-trading" }, "area": "frameworks", "provenance": { "legalEntity": "", "domain": "vibetrading.wiki", "domainRegistered": "2026-05-14", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/HKUDS/Vibe-Trading/blob/main/CHANGELOG.md", "securityTxt": "none", "checked": "2026-10-25", "notes": [ "No legal entity is named. The repository belongs to the GitHub organisation HKUDS, and pyproject.toml names HKUDS with an address at connect.hku.hk as author. The LICENSE names Vibe-Trading Contributors and NOTICE names HKUDS contributors.", "vibetrading.wiki is a static wiki on Cloudflare Pages built from the repository's wiki/ folder. It has no terms or privacy page, and the MIT licence stands in for terms.", "/robots.txt, /llms.txt and /.well-known/security.txt on vibetrading.wiki all answered with the same HTML redirect to /home/ on 25 October 2026, so there are no robots rules, no llms.txt and no security.txt.", "SECURITY.md asks for private reports through a GitHub security advisory and promises an acknowledgement within five business days.", "RDAP gives a registration date of 14 May 2026 for vibetrading.wiki. The README dates the wiki's launch to the same day.", "There is no hosted endpoint. The API and MCP server answer on the owner's own host." ], "score": 27 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/vibe-trading.json", "live": { "slug": "vibe-trading", "securityTxt": { "url": "https://vibetrading.wiki/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-25T15:28:03.847411428Z" }, "updatedAt": "2026-10-25T15:28:03.847411428Z" } }, "facts": [ { "a": "Agent harness", "b": "Agent harness", "name": "Kind" }, { "a": "JetBrains", "b": "HKUDS", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "stdio, Streamable HTTP, SSE (legacy)", "name": "Transports" }, { "a": "OAuth or key", "b": "None", "name": "Auth" }, { "a": "Freemium", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary, JetBrains s.r.o., all rights reserved, under the JetBrains AI Terms of Service. The GitHub repository holds the README, release binaries and the issue tracker, not source", "b": "MIT", "name": "Licence" }, { "a": "none", "b": "82", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "2026-10-16", "b": "2026-10-21", "name": "Last release" }, { "a": "", "b": "no document linked", "name": "Terms last updated" }, { "a": "2026-06-12", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "", "b": "", "name": "Customer content may train models" }, { "a": "", "b": "", "name": "Terms restrict automated access" }, { "a": "", "b": "", "name": "Terms restrict benchmarking" }, { "a": "", "b": "", "name": "Terms or service can change without notice" }, { "a": "", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "487 stars, 3.2k npm/wk", "b": "37k stars", "name": "Popularity" }, { "a": "2.8/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Vibe-Trading scores 62.2 (B) on agent readiness against Junie CLI's 53.2 (D), and leads in 6 of 7 scored categories. Junie CLI leads on transparency \u0026 trust.", "question": "Which is better for AI agents, Junie CLI or Vibe-Trading?" }, { "answer": "No open-source release is listed for Junie CLI. Vibe-Trading is open source (MIT).", "question": "Are Junie CLI and Vibe-Trading open source?" } ], "goodFor": [ { "aheadOn": [ "Transparency \u0026 trust, 78 against 47" ], "also": null, "goodFor": "Teams on JetBrains IDEs who want the same agent in a terminal, CI and ACP editors, and people who want a free tier or their own model keys and local endpoints.", "slug": "junie", "watchFor": "One-shot, piped, ACP and Gateway runs trust the project by design and load its MCP servers, hooks, agents and skills without a prompt" }, { "aheadOn": [ "Reliability, 63 against 45", "Schema \u0026 documentation, 72 against 62", "Agent ergonomics, 67 against 55", "Security \u0026 auth, 70 against 56", "Payments \u0026 pricing, 60 against 42", "Maintenance \u0026 community, 82 against 72" ], "also": [ "No key needed to call it", "Runs on your own machine", "Open source" ], "goodFor": "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.", "slug": "vibe-trading", "watchFor": "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" } ], "job": { "capability": "agent.harness", "name": "Agent harnesses" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agent-zero-vs-junie.json", "title": "Agent Zero vs Junie CLI", "url": "https://www.anchorterminal.com/compare/agent-zero-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading.json", "title": "Agent Zero vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/aider-vs-junie.json", "title": "Aider vs Junie CLI", "url": "https://www.anchorterminal.com/compare/aider-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/aider-vs-vibe-trading.json", "title": "Aider vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/aider-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-junie.json", "title": "Amp vs Junie CLI", "url": "https://www.anchorterminal.com/compare/amp-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-vibe-trading.json", "title": "Amp vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/amp-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-junie.json", "title": "Antigravity CLI vs Junie CLI", "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-vibe-trading.json", "title": "Antigravity CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/auggie-vs-junie.json", "title": "Auggie CLI vs Junie CLI", "url": "https://www.anchorterminal.com/compare/auggie-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/auggie-vs-vibe-trading.json", "title": "Auggie CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/auggie-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/claude-code-vs-junie.json", "title": "Claude Code vs Junie CLI", "url": "https://www.anchorterminal.com/compare/claude-code-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/claude-code-vs-vibe-trading.json", "title": "Claude Code vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/claude-code-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/cline-vs-junie.json", "title": "Cline vs Junie CLI", "url": "https://www.anchorterminal.com/compare/cline-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/cline-vs-vibe-trading.json", "title": "Cline vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/cline-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/crush-vs-junie.json", "title": "Crush vs Junie CLI", "url": "https://www.anchorterminal.com/compare/crush-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/crush-vs-vibe-trading.json", "title": "Crush vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/crush-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-junie.json", "title": "Cursor CLI vs Junie CLI", "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-vibe-trading.json", "title": "Cursor CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-junie.json", "title": "DeepSeek Harness (dsh) vs Junie CLI", "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-vibe-trading.json", "title": "DeepSeek Harness (dsh) vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/devin-vs-junie.json", "title": "Devin vs Junie CLI", "url": "https://www.anchorterminal.com/compare/devin-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/devin-vs-vibe-trading.json", "title": "Devin vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/devin-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/droid-cli-vs-junie.json", "title": "Droid CLI vs Junie CLI", "url": "https://www.anchorterminal.com/compare/droid-cli-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/droid-cli-vs-vibe-trading.json", "title": "Droid CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/droid-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-junie.json", "title": "Pi vs Junie CLI", "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-vibe-trading.json", "title": "Pi vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-junie.json", "title": "Gemini CLI vs Junie CLI", "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-vibe-trading.json", "title": "Gemini CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-junie.json", "title": "GitHub Copilot CLI vs Junie CLI", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-vibe-trading.json", "title": "GitHub Copilot CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/goose-vs-junie.json", "title": "goose vs Junie CLI", "url": "https://www.anchorterminal.com/compare/goose-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/goose-vs-vibe-trading.json", "title": "goose vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/goose-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/harness2-vs-junie.json", "title": "Harness² vs Junie CLI", "url": "https://www.anchorterminal.com/compare/harness2-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/harness2-vs-vibe-trading.json", "title": "Harness² vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/harness2-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-junie.json", "title": "HarnessRouter vs Junie CLI", "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-vibe-trading.json", "title": "HarnessRouter vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/jules-vs-junie.json", "title": "Jules vs Junie CLI", "url": "https://www.anchorterminal.com/compare/jules-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/jules-vs-vibe-trading.json", "title": "Jules vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/jules-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-kilo-code-cli.json", "title": "Junie CLI vs Kilo Code CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-kilo-code-cli" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-kimi-code-cli.json", "title": "Junie CLI vs Kimi Code CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-kimi-code-cli" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-kiro-cli.json", "title": "Junie CLI vs Kiro CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-kiro-cli" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-mini-swe-agent.json", "title": "Junie CLI vs mini-swe-agent", "url": "https://www.anchorterminal.com/compare/junie-vs-mini-swe-agent" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-minimax-code.json", "title": "Junie CLI vs MiniMax Code", "url": "https://www.anchorterminal.com/compare/junie-vs-minimax-code" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-mistral-vibe-cli.json", "title": "Junie CLI vs Mistral Vibe CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-mistral-vibe-cli" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-muse-code.json", "title": "Junie CLI vs Muse Code", "url": "https://www.anchorterminal.com/compare/junie-vs-muse-code" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-openai-codex.json", "title": "Junie CLI vs OpenAI Codex", "url": "https://www.anchorterminal.com/compare/junie-vs-openai-codex" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-opencode.json", "title": "Junie CLI vs OpenCode", "url": "https://www.anchorterminal.com/compare/junie-vs-opencode" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-openhands.json", "title": "Junie CLI vs OpenHands", "url": "https://www.anchorterminal.com/compare/junie-vs-openhands" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-prime-agent.json", "title": "Junie CLI vs Prime Agent", "url": "https://www.anchorterminal.com/compare/junie-vs-prime-agent" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-qoder-cli.json", "title": "Junie CLI vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-qoder-cli" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-qwen-code.json", "title": "Junie CLI vs Qwen Code", "url": "https://www.anchorterminal.com/compare/junie-vs-qwen-code" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-reflection-mirror.json", "title": "Junie CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-rovo-dev-cli.json", "title": "Junie CLI vs Rovo Dev CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-rovo-dev-cli" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-warp.json", "title": "Junie CLI vs Warp (Warp Agent CLI and the Oz Agent API)", "url": "https://www.anchorterminal.com/compare/junie-vs-warp" }, { "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-vibe-trading.json", "title": "Kilo Code CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-vibe-trading.json", "title": "Kimi Code CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-vibe-trading.json", "title": "Kiro CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-vibe-trading.json", "title": "mini-swe-agent vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/minimax-code-vs-vibe-trading.json", "title": "MiniMax Code vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/minimax-code-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-vibe-trading.json", "title": "Mistral Vibe CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/muse-code-vs-vibe-trading.json", "title": "Muse Code vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/muse-code-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/openai-codex-vs-vibe-trading.json", "title": "OpenAI Codex vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/openai-codex-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/opencode-vs-vibe-trading.json", "title": "OpenCode vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/opencode-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/openhands-vs-vibe-trading.json", "title": "OpenHands vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/openhands-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/prime-agent-vs-vibe-trading.json", "title": "Prime Agent vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/prime-agent-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-vibe-trading.json", "title": "Qoder CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/qwen-code-vs-vibe-trading.json", "title": "Qwen Code vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/qwen-code-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading.json", "title": "Mirror CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-vibe-trading.json", "title": "Rovo Dev CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/vibe-trading-vs-warp.json", "title": "Vibe-Trading vs Warp (Warp Agent CLI and the Oz Agent API)", "url": "https://www.anchorterminal.com/compare/vibe-trading-vs-warp" }, { "json": "https://www.anchorterminal.com/compare/cli-manager-vs-junie.json", "title": "CLI Manager vs Junie CLI", "url": "https://www.anchorterminal.com/compare/cli-manager-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/cli-manager-vs-vibe-trading.json", "title": "CLI Manager vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/cli-manager-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-junie.json", "title": "Harness vs Junie CLI", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-vibe-trading.json", "title": "Harness vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-paperclip.json", "title": "Junie CLI vs Paperclip", "url": "https://www.anchorterminal.com/compare/junie-vs-paperclip" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-parallax-agents.json", "title": "Junie CLI vs Parallax", "url": "https://www.anchorterminal.com/compare/junie-vs-parallax-agents" }, { "json": "https://www.anchorterminal.com/compare/paperclip-vs-vibe-trading.json", "title": "Paperclip vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/paperclip-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-vibe-trading.json", "title": "Parallax vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-vibe-trading" } ], "scores": [ { "by": 18, "edge": "vibe-trading", "junie": 45, "key": "reliability", "name": "Reliability", "vibe-trading": 63, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 10, "edge": "vibe-trading", "junie": 62, "key": "schema", "name": "Schema \u0026 documentation", "vibe-trading": 72, "weight": 13 }, { "by": 12, "edge": "vibe-trading", "junie": 55, "key": "ergonomics", "name": "Agent ergonomics", "vibe-trading": 67, "weight": 13 }, { "by": 14, "edge": "vibe-trading", "junie": 56, "key": "security", "name": "Security \u0026 auth", "vibe-trading": 70, "weight": 14 }, { "by": 18, "edge": "vibe-trading", "junie": 42, "key": "payments", "name": "Payments \u0026 pricing", "vibe-trading": 60, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 10, "edge": "vibe-trading", "junie": 72, "key": "maintenance", "name": "Maintenance \u0026 community", "vibe-trading": 82, "weight": 7 }, { "by": 31, "edge": "junie", "junie": 78, "key": "transparency", "name": "Transparency \u0026 trust", "vibe-trading": 47, "weight": 7 } ], "summary": "Vibe-Trading scores 62.2 (B) on agent readiness against Junie CLI's 53.2 (D), and leads in 6 of 7 scored categories. Junie CLI leads on transparency \u0026 trust. Both do agent harnesses.", "tutorials": [], "verdicts": { "junie": "Runs headless with JSON output, speaks ACP, and works with JetBrains AI plans, a free Junie Lite tier, the owner's own provider keys or a local endpoint. Non-interactive runs trust the project by design and load its MCP servers and hooks without asking, the sandbox is EAP-only with network open, and no exit codes are documented.", "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." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/junie-vs-vibe-trading", "json": "https://www.anchorterminal.com/compare/junie-vs-vibe-trading.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/junie-vs-vibe-trading.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/junie-vs-vibe-trading.min.md" }, "markdown": "Vibe-Trading scores 62.2 (B) on agent readiness against Junie CLI's 53.2 (D), and leads in 6 of 7 scored categories. Junie CLI leads on transparency \u0026 trust. Both do agent harnesses.\n\n- Junie CLI: grade D, 53.2/100, rank #829 of 1210. Markdown https://www.anchorterminal.com/tools/junie.md · JSON https://www.anchorterminal.com/api/v1/tools/junie.json\n- Vibe-Trading: grade B, 62.2/100, rank #502 of 1210. Markdown https://www.anchorterminal.com/tools/vibe-trading.md · JSON https://www.anchorterminal.com/api/v1/tools/vibe-trading.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 792 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### Junie CLI (D)\n\nGood for: Teams on JetBrains IDEs who want the same agent in a terminal, CI and ACP editors, and people who want a free tier or their own model keys and local endpoints.\n\nAhead on:\n- Transparency \u0026 trust, 78 against 47\n\nWatch for: One-shot, piped, ACP and Gateway runs trust the project by design and load its MCP servers, hooks, agents and skills without a prompt\n\n### Vibe-Trading (B)\n\nGood 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.\n\nAhead on:\n- Reliability, 63 against 45\n- Schema \u0026 documentation, 72 against 62\n- Agent ergonomics, 67 against 55\n- Security \u0026 auth, 70 against 56\n- Payments \u0026 pricing, 60 against 42\n- Maintenance \u0026 community, 82 against 72\n\nAlso in its favour:\n- No key needed to call it\n- Runs on your own machine\n- Open source\n\nWatch 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\n\n\n## Score by category\n\n| Category | Weight | Junie CLI | Vibe-Trading | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 45 | 63 | Vibe-Trading +18 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 62 | 72 | Vibe-Trading +10 |\n| Agent ergonomics | 13% (16.2 this run) | 55 | 67 | Vibe-Trading +12 |\n| Security \u0026 auth | 14% (17.5 this run) | 56 | 70 | Vibe-Trading +14 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 42 | 60 | Vibe-Trading +18 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 72 | 82 | Vibe-Trading +10 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 78 | 47 | Junie CLI +31 |\n| Negative events | ≤15 | -3 | -4 | |\n| **Total** | | **53.2 · D** | **62.2 · B** | |\n\n## Facts side by side\n\n| Fact | Junie CLI | Vibe-Trading |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | JetBrains | HKUDS |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | stdio, Streamable HTTP, SSE (legacy) |\n| Auth | OAuth or key | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Proprietary, JetBrains s.r.o., all rights reserved, under the JetBrains AI Terms of Service. The GitHub repository holds the README, release binaries and the issue tracker, not source | MIT |\n| Tools exposed | none | 82 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-16 | 2026-10-21 |\n| Terms last updated | | no document linked |\n| Privacy policy last updated | 2026-06-12 | no document linked |\n| Customer content may train models | | |\n| Terms restrict automated access | | |\n| Terms restrict benchmarking | | |\n| Terms or service can change without notice | | |\n| Arbitration or class-action waiver | | |\n| Popularity | 487 stars, 3.2k npm/wk | 37k stars |\n| Agent reviews | 2.8/5 (4) | none |\n\n## Verdicts\n\n**Junie CLI.** Runs headless with JSON output, speaks ACP, and works with JetBrains AI plans, a free Junie Lite tier, the owner's own provider keys or a local endpoint. Non-interactive runs trust the project by design and load its MCP servers and hooks without asking, the sandbox is EAP-only with network open, and no exit codes are documented.\n\n**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.\n\n## Before you call either\n\n### Junie CLI\n\n1. Run headless only in repositories you trust. One-shot and piped runs load the project's MCP servers, hooks and skills without asking\n2. Set `JUNIE_API_KEY` (from junie.jetbrains.com/cli) or a provider key such as `JUNIE_ANTHROPIC_API_KEY` in CI. The default sign-in opens a browser\n3. Add `--output-format json` or `--json-output-file` to parse results. Check the output, since exit codes aren't documented\n4. Pass `--share-anonymous-statistics false` if no usage statistics may leave the runner\n5. Pin a build with `--use-version` and `--skip-update-check`. The CLI updates itself on start by default\n\n### Vibe-Trading\n\n1. Run 0.1.7 or later. Earlier versions carry three published advisories, including unauthenticated API access with an RCE chain\n2. Set `API_AUTH_KEY` before exposing `vibe-trading serve` beyond localhost, and send it as `Authorization: Bearer \u003ckey\u003e`\n3. Set `VIBE_TRADING_ALLOWED_RUN_ROOTS` in the MCP client's `env` block; a shell `export` does not reach the spawned server\n4. Use `vibe-trading run -p \"...\" --json` for headless runs, and add `--enable-shell-tools` to `vibe-trading-mcp` only when shell access is needed\n5. Treat text from `read_url`, `web_search` and `read_document` as untrusted; `security_warnings` flags patterns but does not remove them\n\n## Questions\n\n### Which is better for AI agents, Junie CLI or Vibe-Trading?\n\nVibe-Trading scores 62.2 (B) on agent readiness against Junie CLI's 53.2 (D), and leads in 6 of 7 scored categories. Junie CLI leads on transparency \u0026 trust.\n\n### Are Junie CLI and Vibe-Trading open source?\n\nNo open-source release is listed for Junie CLI. Vibe-Trading is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/junie-vs-vibe-trading.json, and with the fewest tokens: https://www.anchorterminal.com/compare/junie-vs-vibe-trading.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"junie\", \"b\": \"vibe-trading\"}`. From a terminal: `anchor compare junie vibe-trading`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/junie.json and https://www.anchorterminal.com/api/v1/tools/vibe-trading.json\n\n## Other comparisons with Junie CLI or Vibe-Trading\n\n- [Agent Zero vs Junie CLI](https://www.anchorterminal.com/compare/agent-zero-vs-junie.md)\n- [Agent Zero vs Vibe-Trading](https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading.md)\n- [Aider vs Junie CLI](https://www.anchorterminal.com/compare/aider-vs-junie.md)\n- [Aider vs Vibe-Trading](https://www.anchorterminal.com/compare/aider-vs-vibe-trading.md)\n- [Amp vs Junie CLI](https://www.anchorterminal.com/compare/amp-vs-junie.md)\n- [Amp vs Vibe-Trading](https://www.anchorterminal.com/compare/amp-vs-vibe-trading.md)\n- [Antigravity CLI vs Junie CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-junie.md)\n- [Antigravity CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/antigravity-cli-vs-vibe-trading.md)\n- [Auggie CLI vs Junie CLI](https://www.anchorterminal.com/compare/auggie-vs-junie.md)\n- [Auggie CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/auggie-vs-vibe-trading.md)\n- [Claude Code vs Junie CLI](https://www.anchorterminal.com/compare/claude-code-vs-junie.md)\n- [Claude Code vs Vibe-Trading](https://www.anchorterminal.com/compare/claude-code-vs-vibe-trading.md)\n- [Cline vs Junie CLI](https://www.anchorterminal.com/compare/cline-vs-junie.md)\n- [Cline vs Vibe-Trading](https://www.anchorterminal.com/compare/cline-vs-vibe-trading.md)\n- [Crush vs Junie CLI](https://www.anchorterminal.com/compare/crush-vs-junie.md)\n- [Crush vs Vibe-Trading](https://www.anchorterminal.com/compare/crush-vs-vibe-trading.md)\n- [Cursor CLI vs Junie CLI](https://www.anchorterminal.com/compare/cursor-cli-vs-junie.md)\n- [Cursor CLI vs 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Vibe-Trading](https://www.anchorterminal.com/compare/qwen-code-vs-vibe-trading.md)\n- [Mirror CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading.md)\n- [Rovo Dev CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/rovo-dev-cli-vs-vibe-trading.md)\n- [Vibe-Trading vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/vibe-trading-vs-warp.md)\n- [CLI Manager vs Junie CLI](https://www.anchorterminal.com/compare/cli-manager-vs-junie.md)\n- [CLI Manager vs Vibe-Trading](https://www.anchorterminal.com/compare/cli-manager-vs-vibe-trading.md)\n- [Harness vs Junie CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-junie.md)\n- [Harness vs Vibe-Trading](https://www.anchorterminal.com/compare/harness-autonomous-vs-vibe-trading.md)\n- [Junie CLI vs Paperclip](https://www.anchorterminal.com/compare/junie-vs-paperclip.md)\n- [Junie CLI vs Parallax](https://www.anchorterminal.com/compare/junie-vs-parallax-agents.md)\n- [Paperclip vs Vibe-Trading](https://www.anchorterminal.com/compare/paperclip-vs-vibe-trading.md)\n- [Parallax vs Vibe-Trading](https://www.anchorterminal.com/compare/parallax-agents-vs-vibe-trading.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-25", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.6", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { 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Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Junie CLI D 53.2", "Vibe-Trading B 62.2", "scores" ], "h1": "Junie CLI vs Vibe-Trading", "image": "https://www.anchorterminal.com/assets/og/compare-junie-vs-vibe-trading.png", "path": "/compare/junie-vs-vibe-trading", "published": "2026-10-01", "section": "tools", "title": "Junie CLI vs Vibe-Trading for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-25", "url": "https://www.anchorterminal.com/compare/junie-vs-vibe-trading" }, "tokens": { "markdown": 3750, "slim": 680 }, "version": 1 }