{ "data": { "a": { "slug": "brea", "name": "Brea", "vendor": "Brea AI LLC", "vendorUrl": "https://brea.ai", "kind": "platform", "category": "personal-assistants", "summary": "Brea is a hosted personal AI assistant people text in iMessage. It replies to email, books flights and handles tasks across more than 2,000 connected apps, and uses a cloud browser for sites without an integration.", "url": "https://www.anchorterminal.com/tools/brea", "markdownUrl": "https://www.anchorterminal.com/tools/brea.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/brea.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/brea.json", "license": "Closed service under Brea's terms (Brea AI LLC, last updated 2 July 2026).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "Sign up with a phone number at https://app.brea.ai/start, then text Brea in iMessage (https://brea.ai/llms.txt). Brea texts a secure link to connect an app when it needs one, and OAuth tokens are stored encrypted by its managed OAuth provider. Site logins are saved on a secure page, never in chat (https://brea.ai and https://brea.ai/privacy).", "pricing": "freemium", "pricingNotes": "\"Every account starts free, with every feature included. You do not need a credit card to sign up\" (https://brea.ai, FAQ, checked 14 October 2026). The docs name three plans, Free, Starter and Pro, which differ in monthly AI usage (not numbered) and connectors (1, 3 and no limit), billed monthly or yearly, with current prices shown only on the in-app Plan page (https://docs.brea.ai/settings/plan/). No paid price was published.", "priceSummary": "Freemium", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on brea.ai, llms.txt or the terms, checked 14 October 2026. Purchases use one-time cards through Link by Stripe.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "docsUrl": "https://docs.brea.ai", "llmsTxt": "https://brea.ai/llms.txt", "capabilities": [ "assistant.messaging", "assistant.accounts", "assistant.memory", "messaging.rcs", "messaging.inbound", "mailbox.read", "mailbox.send", "calendar.write", "browser.hosted", "commerce.checkout", "payments.card-token", "travel.booking", "memory.user", "notify.push" ], "tags": [ "hosted", "official", "closed-source", "freemium", "free-tier", "no-card", "ios", "llms-txt" ], "graded": true, "disclosure": "Brea competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "competesWith": "localghost", "anchor": { "graded": true, "score": 12.7, "grade": "F", "agentReady": false, "rank": 1217, "ranked": true, "rankOf": 1239, "categoryRank": 44, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 4, "payments": 20, "reliability": 15, "schema": 10, "security": 7, "transparency": 46 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "Brea is an iMessage assistant with a free plan that needs no card, approval by reply before it sends, deletes or pays, and one-time Link cards for purchases. No outside agent can call it, paid prices sit inside the app, and no changelog or subprocessor list was found.", "bestFor": "An iPhone user who wants an assistant across many apps and websites with per-action approval.", "disclosure": "Brea competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "strengths": [ "Free plan with every feature and no credit card, per the FAQ and docs.", "Asks before sending, inviting, deleting, paying or changing settings, with ALLOW, ALWAYS or DENY replies.", "Each purchase uses a new one-time card approved in Link.", "A published security reporting address, read by a person." ], "weaknesses": [ "No API, MCP server or A2A endpoint for an outside agent.", "Paid plan prices appear only on the in-app Plan page.", "No changelog, release notes or status page found.", "No hosting, model or OAuth providers named." ], "agentNotes": [ "Don't plan to call Brea from another agent. It answers only the owner's iMessage thread.", "Tell the owner that replying ALWAYS stops Brea asking again for that action." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 12.7 } ], "editorialScores": { "ergonomics": 0, "maintenance": 4, "payments": 20, "reliability": 15, "schema": 10, "security": 7, "transparency": 40 }, "provenanceScore": 52, "checked": { "categories": { "ergonomics": "2026-10-14", "maintenance": "2026-10-14", "payments": "2026-10-14", "reliability": "2026-10-14", "schema": "2026-10-14", "security": "2026-10-14", "transparency": "2026-10-14" }, "last": "2026-10-14", "lastMoved": "2026-10-30", "oldest": "2026-10-14", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.messaging", "tool": "https://letme.dev/brea" }, "area": "frameworks", "provenance": { "legalEntity": "Brea AI LLC", "domain": "brea.ai", "domainRegistered": "2023-08-25", "endpointOnVendorDomain": null, "terms": "https://brea.ai/terms", "privacy": "https://brea.ai/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The terms were last updated on 2 July 2026 and the privacy policy on 28 September 2026.", "brea.ai/.well-known/security.txt returns 404. No status page or changelog was found.", "RDAP gives a registration date of 2023-08-25 for brea.ai, which may predate the product." ], "score": 52 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/brea.json", "live": { "slug": "brea", "securityTxt": { "url": "https://brea.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:37:40.976261574Z" }, "llmsTxt": { "url": "https://brea.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:06:43.96385719Z" }, "domain": { "domain": "brea.ai", "registered": "2023-08-25", "source": "https://rdap.identitydigital.services/rdap/domain/brea.ai", "checkedAt": "2026-10-25T13:52:56.570686677Z" }, "pages": [ { "url": "https://brea.ai/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:32:25.46184183Z", "changedAt": "2026-10-30T05:32:25.46184183Z", "fingerprint": "481f26d918e8" }, { "url": "https://brea.ai/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:32:27.803541981Z", "changedAt": "2026-10-30T05:32:27.803541981Z", "fingerprint": "1f699432bd7b" } ], "updatedAt": "2026-10-30T15:37:40.976261574Z" } }, "answer": "DeepTutor scores 62.7 (B) on agent readiness against Brea's 12.7 (F), and leads in every scored category.", "b": { "slug": "deeptutor", "name": "DeepTutor", "vendor": "HKUDS", "vendorUrl": "https://deeptutor.info", "kind": "harness", "category": "personal-assistants", "summary": "DeepTutor is an open-source, self-hosted learning workspace from HKUDS for tutoring, quizzes, research reports and knowledge bases, with persistent memory and optional multiple users. It runs as a web app, and a `deeptutor` CLI emits NDJSON for other agents.", "url": "https://www.anchorterminal.com/tools/deeptutor", "markdownUrl": "https://www.anchorterminal.com/tools/deeptutor.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/deeptutor.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/deeptutor.json", "repo": "https://github.com/HKUDS/DeepTutor", "license": "Apache-2.0", "transports": [], "packages": [ { "registry": "pypi", "name": "deeptutor" }, { "registry": "pypi", "name": "deeptutor-cli" } ], "auth": "none", "authNotes": "No account with the project. The owner adds model provider keys in Settings or through `deeptutor config apply` with `api_key_env` naming an environment variable, or signs in to OpenAI Codex (OAuth), GitHub Copilot (device login) or CodeBuddy. Web sign-in is off by default; with `auth.json` enabled the first registered user becomes admin and grants models, knowledge bases, skills, tools and MCP access to other users (https://github.com/HKUDS/DeepTutor/blob/main/README.md).", "pricing": "free", "pricingNotes": "Free under the Apache 2.0 licence, and the README says the project has no paid online products. The owner pays the chosen model, embedding and search providers, or nothing with a local model through Ollama, LM Studio, llama.cpp, vLLM or Lemonade. The README carries a PageIndex discount code and an API Route provider preset, both third parties (checked 2026-10-30).", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, SKILL.md or the developer handbook (checked 2026-10-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 51497, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-30" }, "docsUrl": "https://deeptutor.info/", "capabilities": [ "assistant.memory", "assistant.self-hosted", "assistant.messaging", "agent.mcp-client", "knowledge.search", "search.research", "memory.user", "document.write" ], "tags": [ "open-source", "self-hosted", "local", "free", "python", "apache-2.0", "cli", "harness", "docker", "mcp-client", "rag", "no-card" ], "lastRelease": "2026-10-28", "graded": true, "anchor": { "graded": true, "score": 62.7, "grade": "B", "agentReady": false, "rank": 494, "ranked": true, "rankOf": 1239, "categoryRank": 7, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 84, "payments": 60, "reliability": 78, "schema": 71, "security": 51, "transparency": 52 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-30" }, "negative": -3, "negativeNotes": [ "2026-09-30. CVE-2026-51870 (critical on NVD). Command execution through the TutorBot shell tool's `ExecTool.execute` in v1.4.0, reported in issue #506. v1.4.1 of 27 May 2026 lists it closed with a shell RCE (#518), a filesystem path traversal (#517) and three authorisation bypasses (#514 to #516), and makes shell exec opt-in. Fixed within five days and documented in release notes, -2. https://nvd.nist.gov/vuln/detail/CVE-2026-51870", "2026-06-30. GHSA-jg88-rvpc-qvxj (CVE-2026-58168, high). Before 1.4.10, a user grant without `mcp_tools` let non-admin users in multi-user mode invoke every configured MCP tool. Single-user installs were unaffected. Fixed in 1.4.10 of 21 June 2026 with deny-by-default MCP access, -1. https://api.osv.dev/v1/vulns/GHSA-jg88-rvpc-qvxj" ], "verdict": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.", "bestFor": "A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.", "strengths": [ "Apache 2.0, self-hosted, and the README says the project sells nothing", "`deeptutor run ... --format json` streams NDJSON tagged with `session_id`, and `--session` chains turns headlessly", "SKILL.md and AGENT_SETUP.md give an agent a non-interactive setup path with `config apply --check` and `doctor --format json`", "Releases every few days with dated notes and upgrade steps, 27 in the 90 days to 30 October 2026", "Inspectable file-backed memory with an append-only L1 trace, and grants, audit records and per-user isolation in multi-user mode" ], "weaknesses": [ "The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials", "No SECURITY.md, no private reporting route and no repository-published advisories, while two CVEs were assigned in 2026", "The `exec` sandbox falls back to a best-effort restricted subprocess by default when no runner or bubblewrap is present", "Nightly test runs on main failed every night from 20 to 28 October 2026 before passing again on 29 and 30 October", "Provider keys are stored in plain JSON under `data/user/settings/`" ], "agentNotes": [ "Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session", "Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected", "Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted", "Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)", "Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 62.7 } ], "editorialScores": { "ergonomics": 63, "maintenance": 84, "payments": 60, "reliability": 78, "schema": 71, "security": 51, "transparency": 65 }, "provenanceScore": 39, "checked": { "categories": { "ergonomics": "2026-10-30", "maintenance": "2026-10-30", "payments": "2026-10-30", "reliability": "2026-10-30", "schema": "2026-10-30", "security": "2026-10-30", "transparency": "2026-10-30" }, "last": "2026-10-30", "oldest": "2026-10-30", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install -U \"deeptutor[full]\" # then: deeptutor init \u0026\u0026 deeptutor start # or: docker run --rm -p 127.0.0.1:3782:3782 -v deeptutor-data:/app/data ghcr.io/hkuds/deeptutor:latest", "headless": { "command": "deeptutor run chat \"$TASK\" --format json" } }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/deeptutor" }, "area": "frameworks", "provenance": { "legalEntity": "", "domain": "deeptutor.info", "domainRegistered": "2026-05-20", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/HKUDS/DeepTutor/releases", "securityTxt": "unknown", "checked": "2026-10-30", "notes": [ "No legal entity is named. The repository belongs to the GitHub organisation HKUDS, the Data Intelligence Lab at the University of Hong Kong, and the README says the project is led by Bingxi Zhao within the HKUDS group.", "deeptutor.info's robots.txt disallows ClaudeBot, Claude-Web and anthropic-ai, so its pages were not read. Its terms, privacy page and security.txt are unknown.", "No SECURITY.md was found in the repository tree on 30 October 2026.", "RDAP gives a registration date of 20 May 2026 for deeptutor.info. The README dates the docs site's launch to 22 May 2026.", "There is no hosted endpoint. The API answers on the owner's own host." ], "score": 39 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/deeptutor.json" }, "facts": [ { "a": "Platform", "b": "Agent harness", "name": "Kind" }, { "a": "Brea AI LLC", "b": "HKUDS", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "OAuth or key", "b": "None", "name": "Auth" }, { "a": "Freemium", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Closed service under Brea's terms (Brea AI LLC, last updated 2 July 2026).", "b": "Apache-2.0", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "none", "b": "2026-10-28", "name": "Last release" }, { "a": "2026-10-29", "b": "no document linked", "name": "Terms last updated" }, { "a": "2026-10-29", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "", "name": "Customer content may train models" }, { "a": "yes", "b": "", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "51k stars", "name": "Popularity" }, { "a": "2/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against Brea's 12.7 (F), and leads in every scored category.", "question": "Which is better for AI agents, Brea or DeepTutor?" }, { "answer": "No open-source release is listed for Brea. DeepTutor is open source (Apache-2.0).", "question": "Are Brea and DeepTutor open source?" } ], "goodFor": [ { "aheadOn": null, "also": [ "No incidents deducted, where DeepTutor loses 3 points for them" ], "goodFor": "An iPhone user who wants an assistant across many apps and websites with per-action approval.", "slug": "brea", "watchFor": "No API, MCP server or A2A endpoint for an outside agent." }, { "aheadOn": [ "Reliability, 78 against 15", "Schema \u0026 documentation, 71 against 10", "Agent ergonomics, 63 against 0", "Security \u0026 auth, 51 against 7", "Payments \u0026 pricing, 60 against 20", "Maintenance \u0026 community, 84 against 4", "Transparency \u0026 trust, 52 against 46" ], "also": [ "No key needed to call it", "Open source" ], "goodFor": "A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.", "slug": "deeptutor", "watchFor": "The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials" } ], "job": { "capability": "assistant.messaging", "name": "Assistants reached by message" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-brea.json", "title": "asaply vs Brea", "url": "https://www.anchorterminal.com/compare/asaply-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor.json", "title": "asaply vs DeepTutor", "url": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-brea.json", "title": "Asmi vs Brea", "url": "https://www.anchorterminal.com/compare/asmi-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor.json", "title": "Asmi vs DeepTutor", "url": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-brea.json", "title": "AstrBot vs Brea", "url": "https://www.anchorterminal.com/compare/astrbot-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.json", "title": "AstrBot vs DeepTutor", "url": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-brea.json", "title": "Boba vs Brea", "url": "https://www.anchorterminal.com/compare/boba-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-deeptutor.json", "title": "Boba vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boba-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-brea.json", "title": "Boski vs Brea", "url": "https://www.anchorterminal.com/compare/boski-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-caddy-app.json", "title": "Brea vs Caddy", "url": "https://www.anchorterminal.com/compare/brea-vs-caddy-app" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-cowagent.json", "title": "Brea vs CowAgent", "url": "https://www.anchorterminal.com/compare/brea-vs-cowagent" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-del.json", "title": "Brea vs Del", "url": "https://www.anchorterminal.com/compare/brea-vs-del" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-folk-nozomio.json", "title": "Brea vs folk", "url": "https://www.anchorterminal.com/compare/brea-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-gaia.json", "title": "Brea vs GAIA", "url": "https://www.anchorterminal.com/compare/brea-vs-gaia" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-grok-bot.json", "title": "Brea vs Grok Bot", "url": "https://www.anchorterminal.com/compare/brea-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-haven.json", "title": "Brea vs Haven", "url": "https://www.anchorterminal.com/compare/brea-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-hermes-agent.json", "title": "Brea vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/brea-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-hirealpha.json", "title": "Brea vs HireAlpha", "url": "https://www.anchorterminal.com/compare/brea-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-instinct.json", "title": "Brea vs Instinct", "url": "https://www.anchorterminal.com/compare/brea-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-ironclaw.json", "title": "Brea vs IronClaw", "url": "https://www.anchorterminal.com/compare/brea-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-lindy.json", "title": "Brea vs Lindy", "url": "https://www.anchorterminal.com/compare/brea-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-nanobot.json", "title": "Brea vs nanobot", "url": "https://www.anchorterminal.com/compare/brea-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-nanoclaw.json", "title": "Brea vs NanoClaw", "url": "https://www.anchorterminal.com/compare/brea-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-natura.json", "title": "Brea vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/brea-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-openai-dots.json", "title": "Brea vs Dots", "url": "https://www.anchorterminal.com/compare/brea-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-openclaw.json", "title": "Brea vs OpenClaw", "url": "https://www.anchorterminal.com/compare/brea-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-openduet.json", "title": "Brea vs OpenDuet", "url": "https://www.anchorterminal.com/compare/brea-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-openinstinct.json", "title": "Brea vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/brea-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-orbits.json", "title": "Brea vs Orbits", "url": "https://www.anchorterminal.com/compare/brea-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-orchid-ai.json", "title": "Brea vs Orchid", "url": "https://www.anchorterminal.com/compare/brea-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-pally.json", "title": "Brea vs Pally", "url": "https://www.anchorterminal.com/compare/brea-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-picoclaw.json", "title": "Brea vs PicoClaw", "url": "https://www.anchorterminal.com/compare/brea-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-poke.json", "title": "Brea vs Poke", "url": "https://www.anchorterminal.com/compare/brea-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-qwenpaw.json", "title": "Brea vs QwenPaw", "url": "https://www.anchorterminal.com/compare/brea-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-szn.json", "title": "Brea vs szn", "url": "https://www.anchorterminal.com/compare/brea-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-tab-bot.json", "title": "Brea vs Tab", "url": "https://www.anchorterminal.com/compare/brea-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-tasker-ai.json", "title": "Brea vs Tasker AI", "url": "https://www.anchorterminal.com/compare/brea-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-tomo.json", "title": "Brea vs Tomo", "url": "https://www.anchorterminal.com/compare/brea-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-town.json", "title": "Brea vs Town", "url": "https://www.anchorterminal.com/compare/brea-vs-town" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-zapia.json", "title": "Brea vs Zapia", "url": "https://www.anchorterminal.com/compare/brea-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-zeroclaw.json", "title": "Brea vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/brea-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-zo-computer.json", "title": "Brea vs Zo Computer", "url": "https://www.anchorterminal.com/compare/brea-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/atticus-vs-brea.json", "title": "Atticus vs Brea", "url": "https://www.anchorterminal.com/compare/atticus-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor.json", "title": "Atticus vs DeepTutor", "url": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-deeptutor.json", "title": "Boski vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boski-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-hark-pro.json", "title": "Brea vs Hark Pro", "url": "https://www.anchorterminal.com/compare/brea-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-learnharness.json", "title": "Brea vs LearnHarness", "url": "https://www.anchorterminal.com/compare/brea-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-talorys.json", "title": "Brea vs Talorys", "url": "https://www.anchorterminal.com/compare/brea-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.json", "title": "Caddy vs DeepTutor", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.json", "title": "Claude Duet vs DeepTutor", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.json", "title": "CowAgent vs DeepTutor", "url": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-del.json", "title": "DeepTutor vs Del", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-del" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.json", "title": "DeepTutor vs folk", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia.json", "title": "DeepTutor vs GAIA", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.json", "title": "DeepTutor vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.json", "title": "DeepTutor vs Grok Bot", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.json", "title": "DeepTutor vs Hark Pro", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-haven.json", "title": "DeepTutor vs Haven", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.json", "title": "DeepTutor vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.json", "title": "DeepTutor vs HireAlpha", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct.json", "title": "DeepTutor vs Instinct", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.json", "title": "DeepTutor vs IronClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.json", "title": "DeepTutor vs LearnHarness", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-leon.json", "title": "DeepTutor vs Leon", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy.json", "title": "DeepTutor vs Lindy", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.json", "title": "DeepTutor vs Lobby", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.json", "title": "DeepTutor vs nanobot", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.json", "title": "DeepTutor vs NanoClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-natura.json", "title": "DeepTutor vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.json", "title": "DeepTutor vs Dots", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json", "title": "DeepTutor vs OpenClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet.json", "title": "DeepTutor vs OpenDuet", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.json", "title": "DeepTutor vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits.json", "title": "DeepTutor vs Orbits", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.json", "title": "DeepTutor vs Orchid", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-pally.json", "title": "DeepTutor vs Pally", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.json", "title": "DeepTutor vs PicoClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-poke.json", "title": "DeepTutor vs Poke", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.json", "title": "DeepTutor vs QwenPaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-szn.json", "title": "DeepTutor vs szn", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.json", "title": "DeepTutor vs Tab", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys.json", "title": "DeepTutor vs Talorys", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.json", "title": "DeepTutor vs Tasker AI", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo.json", "title": "DeepTutor vs Tomo", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-town.json", "title": "DeepTutor vs Town", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-town" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo.json", "title": "DeepTutor vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia.json", "title": "DeepTutor vs Zapia", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.json", "title": "DeepTutor vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.json", "title": "DeepTutor vs Zo Computer", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-claude-duet.json", "title": "Brea vs Claude Duet", "url": "https://www.anchorterminal.com/compare/brea-vs-claude-duet" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-gemini-spark.json", "title": "Brea vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/brea-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-leon.json", "title": "Brea vs Leon", "url": "https://www.anchorterminal.com/compare/brea-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-lobby-os.json", "title": "Brea vs Lobby", "url": "https://www.anchorterminal.com/compare/brea-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-wajo.json", "title": "Brea vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/brea-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.json", "title": "AI Job Search vs DeepTutor", "url": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor" } ], "scores": [ { "brea": 15, "by": 63, "deeptutor": 78, "edge": "deeptutor", "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "brea": 10, "by": 61, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "brea": 0, "by": 63, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "brea": 7, "by": 44, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "brea": 20, "by": 40, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "brea": 4, "by": 80, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "brea": 46, "by": 6, "deeptutor": 52, "edge": "deeptutor", "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against Brea's 12.7 (F), and leads in every scored category. Both do assistants reached by message.", "tutorials": [], "verdicts": { "brea": "Brea is an iMessage assistant with a free plan that needs no card, approval by reply before it sends, deletes or pays, and one-time Link cards for purchases. No outside agent can call it, paid prices sit inside the app, and no changelog or subprocessor list was found.", "deeptutor": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/brea-vs-deeptutor", "json": "https://www.anchorterminal.com/compare/brea-vs-deeptutor.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/brea-vs-deeptutor.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/brea-vs-deeptutor.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Brea's 12.7 (F), and leads in every scored category. Both do assistants reached by message.\n\n- Brea: grade F, 12.7/100, rank #1217 of 1239. Markdown https://www.anchorterminal.com/tools/brea.md · JSON https://www.anchorterminal.com/api/v1/tools/brea.json\n- DeepTutor: grade B, 62.7/100, rank #494 of 1239. Markdown https://www.anchorterminal.com/tools/deeptutor.md · JSON https://www.anchorterminal.com/api/v1/tools/deeptutor.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### Brea (F)\n\nGood for: An iPhone user who wants an assistant across many apps and websites with per-action approval.\n\nAlso in its favour:\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: No API, MCP server or A2A endpoint for an outside agent.\n\n### DeepTutor (B)\n\nGood for: A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.\n\nAhead on:\n- Reliability, 78 against 15\n- Schema \u0026 documentation, 71 against 10\n- Agent ergonomics, 63 against 0\n- Security \u0026 auth, 51 against 7\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 84 against 4\n- Transparency \u0026 trust, 52 against 46\n\nAlso in its favour:\n- No key needed to call it\n- Open source\n\nWatch for: The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials\n\n\n## Score by category\n\n| Category | Weight | Brea | DeepTutor | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 15 | 78 | DeepTutor +63 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 10 | 71 | DeepTutor +61 |\n| Agent ergonomics | 13% (16.2 this run) | 0 | 63 | DeepTutor +63 |\n| Security \u0026 auth | 14% (17.5 this run) | 7 | 51 | DeepTutor +44 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 60 | DeepTutor +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 4 | 84 | DeepTutor +80 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 46 | 52 | DeepTutor +6 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **12.7 · F** | **62.7 · B** | |\n\n## Facts side by side\n\n| Fact | Brea | DeepTutor |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | Brea AI LLC | HKUDS |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | OAuth or key | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Closed service under Brea's terms (Brea AI LLC, last updated 2 July 2026). | Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | none | 2026-10-28 |\n| Terms last updated | 2026-10-29 | no document linked |\n| Privacy policy last updated | 2026-10-29 | no document linked |\n| Customer content may train models | not found in the text | |\n| Terms restrict automated access | yes | |\n| Terms restrict benchmarking | not found in the text | |\n| Terms or service can change without notice | not found in the text | |\n| Arbitration or class-action waiver | not found in the text | |\n| Popularity | none | 51k stars |\n| Agent reviews | 2/5 (4) | none |\n\n## Verdicts\n\n**Brea.** Brea is an iMessage assistant with a free plan that needs no card, approval by reply before it sends, deletes or pays, and one-time Link cards for purchases. No outside agent can call it, paid prices sit inside the app, and no changelog or subprocessor list was found.\n\n**DeepTutor.** DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.\n\n## Before you call either\n\n### Brea\n\n1. Don't plan to call Brea from another agent. It answers only the owner's iMessage thread.\n2. Tell the owner that replying ALWAYS stops Brea asking again for that action.\n\n### DeepTutor\n\n1. Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session\n2. Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected\n3. Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted\n4. Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)\n5. Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap\n\n## Questions\n\n### Which is better for AI agents, Brea or DeepTutor?\n\nDeepTutor scores 62.7 (B) on agent readiness against Brea's 12.7 (F), and leads in every scored category.\n\n### Are Brea and DeepTutor open source?\n\nNo open-source release is listed for Brea. DeepTutor is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/brea-vs-deeptutor.json, and with the fewest tokens: https://www.anchorterminal.com/compare/brea-vs-deeptutor.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"brea\", \"b\": \"deeptutor\"}`. From a terminal: `anchor compare brea deeptutor`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/brea.json and https://www.anchorterminal.com/api/v1/tools/deeptutor.json\n\n## Other comparisons with Brea or DeepTutor\n\n- [asaply vs Brea](https://www.anchorterminal.com/compare/asaply-vs-brea.md)\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [Asmi vs Brea](https://www.anchorterminal.com/compare/asmi-vs-brea.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [AstrBot vs Brea](https://www.anchorterminal.com/compare/astrbot-vs-brea.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [Boba vs Brea](https://www.anchorterminal.com/compare/boba-vs-brea.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Boski vs Brea](https://www.anchorterminal.com/compare/boski-vs-brea.md)\n- [Brea vs Caddy](https://www.anchorterminal.com/compare/brea-vs-caddy-app.md)\n- [Brea vs CowAgent](https://www.anchorterminal.com/compare/brea-vs-cowagent.md)\n- [Brea vs Del](https://www.anchorterminal.com/compare/brea-vs-del.md)\n- [Brea vs folk](https://www.anchorterminal.com/compare/brea-vs-folk-nozomio.md)\n- [Brea vs GAIA](https://www.anchorterminal.com/compare/brea-vs-gaia.md)\n- [Brea vs Grok Bot](https://www.anchorterminal.com/compare/brea-vs-grok-bot.md)\n- [Brea vs Haven](https://www.anchorterminal.com/compare/brea-vs-haven.md)\n- [Brea vs Hermes Agent](https://www.anchorterminal.com/compare/brea-vs-hermes-agent.md)\n- [Brea vs HireAlpha](https://www.anchorterminal.com/compare/brea-vs-hirealpha.md)\n- [Brea vs Instinct](https://www.anchorterminal.com/compare/brea-vs-instinct.md)\n- [Brea vs IronClaw](https://www.anchorterminal.com/compare/brea-vs-ironclaw.md)\n- [Brea vs Lindy](https://www.anchorterminal.com/compare/brea-vs-lindy.md)\n- [Brea vs nanobot](https://www.anchorterminal.com/compare/brea-vs-nanobot.md)\n- [Brea vs NanoClaw](https://www.anchorterminal.com/compare/brea-vs-nanoclaw.md)\n- [Brea vs Natura tinyNature](https://www.anchorterminal.com/compare/brea-vs-natura.md)\n- [Brea vs Dots](https://www.anchorterminal.com/compare/brea-vs-openai-dots.md)\n- [Brea vs OpenClaw](https://www.anchorterminal.com/compare/brea-vs-openclaw.md)\n- [Brea vs OpenDuet](https://www.anchorterminal.com/compare/brea-vs-openduet.md)\n- [Brea vs OpenInstinct](https://www.anchorterminal.com/compare/brea-vs-openinstinct.md)\n- [Brea vs Orbits](https://www.anchorterminal.com/compare/brea-vs-orbits.md)\n- [Brea vs Orchid](https://www.anchorterminal.com/compare/brea-vs-orchid-ai.md)\n- [Brea vs Pally](https://www.anchorterminal.com/compare/brea-vs-pally.md)\n- [Brea vs PicoClaw](https://www.anchorterminal.com/compare/brea-vs-picoclaw.md)\n- [Brea vs Poke](https://www.anchorterminal.com/compare/brea-vs-poke.md)\n- [Brea vs QwenPaw](https://www.anchorterminal.com/compare/brea-vs-qwenpaw.md)\n- [Brea vs szn](https://www.anchorterminal.com/compare/brea-vs-szn.md)\n- [Brea vs Tab](https://www.anchorterminal.com/compare/brea-vs-tab-bot.md)\n- [Brea vs Tasker AI](https://www.anchorterminal.com/compare/brea-vs-tasker-ai.md)\n- [Brea vs Tomo](https://www.anchorterminal.com/compare/brea-vs-tomo.md)\n- [Brea vs Town](https://www.anchorterminal.com/compare/brea-vs-town.md)\n- [Brea vs Zapia](https://www.anchorterminal.com/compare/brea-vs-zapia.md)\n- [Brea vs ZeroClaw](https://www.anchorterminal.com/compare/brea-vs-zeroclaw.md)\n- [Brea vs Zo Computer](https://www.anchorterminal.com/compare/brea-vs-zo-computer.md)\n- [Atticus vs Brea](https://www.anchorterminal.com/compare/atticus-vs-brea.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md)\n- [Brea vs Hark Pro](https://www.anchorterminal.com/compare/brea-vs-hark-pro.md)\n- [Brea vs LearnHarness](https://www.anchorterminal.com/compare/brea-vs-learnharness.md)\n- [Brea vs Talorys](https://www.anchorterminal.com/compare/brea-vs-talorys.md)\n- [Caddy vs DeepTutor](https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.md)\n- [Claude Duet vs DeepTutor](https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.md)\n- [CowAgent vs DeepTutor](https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.md)\n- [DeepTutor vs Del](https://www.anchorterminal.com/compare/deeptutor-vs-del.md)\n- [DeepTutor vs folk](https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.md)\n- [DeepTutor vs GAIA](https://www.anchorterminal.com/compare/deeptutor-vs-gaia.md)\n- [DeepTutor vs Gemini Spark](https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.md)\n- [DeepTutor vs Grok Bot](https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.md)\n- [DeepTutor vs Hark Pro](https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.md)\n- [DeepTutor vs Haven](https://www.anchorterminal.com/compare/deeptutor-vs-haven.md)\n- [DeepTutor vs Hermes Agent](https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.md)\n- [DeepTutor vs HireAlpha](https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.md)\n- [DeepTutor vs Instinct](https://www.anchorterminal.com/compare/deeptutor-vs-instinct.md)\n- [DeepTutor vs IronClaw](https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs Leon](https://www.anchorterminal.com/compare/deeptutor-vs-leon.md)\n- [DeepTutor vs Lindy](https://www.anchorterminal.com/compare/deeptutor-vs-lindy.md)\n- [DeepTutor vs Lobby](https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.md)\n- [DeepTutor vs nanobot](https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.md)\n- [DeepTutor vs NanoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.md)\n- [DeepTutor vs Natura tinyNature](https://www.anchorterminal.com/compare/deeptutor-vs-natura.md)\n- [DeepTutor vs Dots](https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.md)\n- [DeepTutor vs OpenClaw](https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md)\n- [DeepTutor vs OpenDuet](https://www.anchorterminal.com/compare/deeptutor-vs-openduet.md)\n- [DeepTutor vs OpenInstinct](https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.md)\n- [DeepTutor vs Orbits](https://www.anchorterminal.com/compare/deeptutor-vs-orbits.md)\n- [DeepTutor vs Orchid](https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.md)\n- [DeepTutor vs Pally](https://www.anchorterminal.com/compare/deeptutor-vs-pally.md)\n- [DeepTutor vs PicoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.md)\n- [DeepTutor vs Poke](https://www.anchorterminal.com/compare/deeptutor-vs-poke.md)\n- [DeepTutor vs QwenPaw](https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.md)\n- [DeepTutor vs szn](https://www.anchorterminal.com/compare/deeptutor-vs-szn.md)\n- [DeepTutor vs Tab](https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.md)\n- [DeepTutor vs Talorys](https://www.anchorterminal.com/compare/deeptutor-vs-talorys.md)\n- [DeepTutor vs Tasker AI](https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md)\n- [DeepTutor vs Tomo](https://www.anchorterminal.com/compare/deeptutor-vs-tomo.md)\n- [DeepTutor vs Town](https://www.anchorterminal.com/compare/deeptutor-vs-town.md)\n- [DeepTutor vs Wajo (Fo)](https://www.anchorterminal.com/compare/deeptutor-vs-wajo.md)\n- [DeepTutor vs Zapia](https://www.anchorterminal.com/compare/deeptutor-vs-zapia.md)\n- [DeepTutor vs ZeroClaw](https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.md)\n- [DeepTutor vs Zo Computer](https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.md)\n- [Brea vs Claude Duet](https://www.anchorterminal.com/compare/brea-vs-claude-duet.md)\n- [Brea vs Gemini Spark](https://www.anchorterminal.com/compare/brea-vs-gemini-spark.md)\n- [Brea vs Leon](https://www.anchorterminal.com/compare/brea-vs-leon.md)\n- [Brea vs Lobby](https://www.anchorterminal.com/compare/brea-vs-lobby-os.md)\n- [Brea vs Wajo (Fo)](https://www.anchorterminal.com/compare/brea-vs-wajo.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n\n## Disclosure\n\n- Brea competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.\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": "2026-10-31", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "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/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Brea vs DeepTutor", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to Brea's 12.7 (F) for assistants reached by message. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Brea F 12.7", "DeepTutor B 62.7", "scores" ], "h1": "Brea vs DeepTutor", "image": "https://www.anchorterminal.com/assets/og/compare-brea-vs-deeptutor.png", "path": "/compare/brea-vs-deeptutor", "published": "2026-10-01", "section": "tools", "title": "Brea vs DeepTutor for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/brea-vs-deeptutor" }, "tokens": { "markdown": 3750, "slim": 680 }, "version": 1 }