{ "data": { "a": { "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" }, "answer": "DeepTutor scores 62.7 (B) on agent readiness against Zapia's 17.3 (F), and leads in 6 of 7 scored categories. Zapia leads on transparency \u0026 trust.", "b": { "slug": "zapia", "name": "Zapia", "vendor": "Brainlogic AI S.A.S.", "vendorUrl": "https://zapia.com", "kind": "platform", "category": "personal-assistants", "summary": "Zapia is a personal AI assistant app for iOS, Android and the web, aimed at Latin America. It reads connected email, calendars, files and chats, sends reminders, drafts replies and runs scheduled tasks.", "url": "https://www.anchorterminal.com/tools/zapia", "markdownUrl": "https://www.anchorterminal.com/tools/zapia.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/zapia.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/zapia.json", "license": "Closed service under Zapia's terms and conditions (Brainlogic AI SAS). No date was found on the terms.", "transports": [], "packages": [], "auth": "mixed", "authNotes": "Apps for iPhone and Android, and the web by signing in with Google (https://zapia.com/?lang=en). The changelog says each connector asks only for the permissions it needs and can be revoked on its own (https://zapia.com/changelog?lang=en).", "pricing": "freemium", "pricingNotes": "Free at US$0 a month, \"The free plan isn't a trial\", with up to 20 scheduled tasks. Pro US$9.99 a month with up to 50 scheduled tasks and Ultra US$99.99 a month with 10 times the usage and up to 100, each with a 7-day trial that converts to paid unless cancelled. Payment is by card in the app, and web payment is not available (https://zapia.com/planes?lang=en, checked 14 October 2026).", "priceSummary": "$9.99 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on zapia.com's plans, terms or changelog, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "capabilities": [ "assistant.messaging", "assistant.accounts", "assistant.memory", "mailbox.read", "mailbox.send", "calendar.write", "messaging.whatsapp", "browser.hosted", "tasks.create", "notify.push", "memory.user", "web.search" ], "tags": [ "hosted", "official", "closed-source", "freemium", "free-tier", "ios", "android" ], "lastRelease": "2026-10-12", "graded": true, "disclosure": "Zapia 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": 17.3, "grade": "F", "agentReady": false, "rank": 1196, "ranked": true, "rankOf": 1239, "categoryRank": 39, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 56, "payments": 30, "reliability": 15, "schema": 0, "security": 3, "transparency": 58 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "Zapia is a personal assistant app for iOS, Android and the web with a free plan that isn't a trial, weekly iOS releases and explicit confirmation before anything that writes. No outside agent can call it, and no status page, security contact or hosting location was found.", "bestFor": "Spanish- and Portuguese-speaking users who want an assistant over their mail, calendar, Drive and WhatsApp in an app.", "disclosure": "Zapia 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 at US$0 that the plans page says isn't a trial, with card payment only for paid plans.", "Anything that writes goes through an explicit confirmation, per the changelog of 18 June 2026.", "Fifteen iOS versions between 20 July and 12 October 2026.", "The privacy notice names OpenAI, Anthropic and Google as its AI providers." ], "weaknesses": [ "No API, MCP server or A2A endpoint, and the terms forbid unauthorised automated connections.", "No status page, security.txt or security contact found.", "The terms carry no date.", "Hosting and data locations aren't stated." ], "agentNotes": [ "Don't plan to call Zapia from another agent. It answers only in its own app and on the web, and the terms forbid unauthorised automated access.", "Tell the owner that Pro and Ultra trials become paid after 7 days unless cancelled in the app store." ], "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": 17.3 } ], "editorialScores": { "ergonomics": 0, "maintenance": 56, "payments": 30, "reliability": 15, "schema": 0, "security": 3, "transparency": 45 }, "provenanceScore": 70, "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/zapia" }, "area": "frameworks", "unitPrices": [ { "item": "Zapia Pro", "unit": "month", "usd": 9.99, "note": "Up to 50 scheduled tasks, 7-day trial. Checked 14 October 2026." }, { "item": "Zapia Ultra", "unit": "month", "usd": 99.99, "note": "10 times Pro's usage, up to 100 scheduled tasks." } ], "provenance": { "legalEntity": "Brainlogic AI SAS", "domain": "zapia.com", "domainRegistered": "2020-08-03", "endpointOnVendorDomain": null, "terms": "https://zapia.com/terminos?lang=en", "privacy": "https://zapia.com/privacidad?lang=en", "statusPage": "", "changelog": "https://zapia.com/changelog?lang=en", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The terms name Brainlogic AI SAS and carry no date. The privacy notice was last updated on 5 October 2026.", "The site footer shows \"All systems operational\" with no link to a status page.", "zapia.com/.well-known/security.txt returns 404, and zapia.com/llms.txt returns 404.", "RDAP gives a registration date of 2020-08-03 for zapia.com." ], "score": 70 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/zapia.json", "live": { "slug": "zapia", "securityTxt": { "url": "https://zapia.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:37:47.038907156Z" }, "domain": { "domain": "zapia.com", "registered": "2020-08-03", "source": "https://rdap.verisign.com/com/v1/domain/zapia.com", "checkedAt": "2026-10-25T13:49:06.087015159Z" }, "pages": [ { "url": "https://zapia.com/changelog?lang=en", "kind": "changelog", "status": 200, "checkedAt": "2026-10-30T06:03:16.577968262Z", "changedAt": "2026-10-27T04:08:01.502714722Z", "fingerprint": "fe297b3a963e" }, { "url": "https://zapia.com/privacidad?lang=en", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T06:03:18.805234242Z", "changedAt": "2026-10-27T04:08:03.683532885Z", "fingerprint": "34b8c4998c1d" }, { "url": "https://zapia.com/terminos?lang=en", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T06:03:20.811255437Z", "changedAt": "2026-10-27T04:08:06.21438908Z", "fingerprint": "cae41fd4bc26" } ], "updatedAt": "2026-10-30T15:37:47.038907156Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "HKUDS", "b": "Brainlogic AI S.A.S.", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "None", "b": "OAuth or key", "name": "Auth" }, { "a": "Free", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0", "b": "Closed service under Zapia's terms and conditions (Brainlogic AI SAS). No date was found on the terms.", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "no", "name": "llms.txt" }, { "a": "2026-10-28", "b": "2026-10-12", "name": "Last release" }, { "a": "no document linked", "b": "no date given", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-10-05", "name": "Privacy policy last updated" }, { "a": "", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "51k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "2/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against Zapia's 17.3 (F), and leads in 6 of 7 scored categories. Zapia leads on transparency \u0026 trust.", "question": "Which is better for AI agents, DeepTutor or Zapia?" }, { "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for Zapia.", "question": "Are DeepTutor and Zapia open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 78 against 15", "Schema \u0026 documentation, 71 against 0", "Agent ergonomics, 63 against 0", "Security \u0026 auth, 51 against 3", "Payments \u0026 pricing, 60 against 30", "Maintenance \u0026 community, 84 against 56" ], "also": [ "No key needed to call it", "Free to start without a card", "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" }, { "aheadOn": [ "Transparency \u0026 trust, 58 against 52" ], "also": [ "No incidents deducted, where DeepTutor loses 3 points for them" ], "goodFor": "Spanish- and Portuguese-speaking users who want an assistant over their mail, calendar, Drive and WhatsApp in an app.", "slug": "zapia", "watchFor": "No API, MCP server or A2A endpoint, and the terms forbid unauthorised automated connections." } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "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/asaply-vs-zapia.json", "title": "asaply vs Zapia", "url": "https://www.anchorterminal.com/compare/asaply-vs-zapia" }, { "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/asmi-vs-zapia.json", "title": "Asmi vs Zapia", "url": "https://www.anchorterminal.com/compare/asmi-vs-zapia" }, { "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/astrbot-vs-zapia.json", "title": "AstrBot vs Zapia", "url": "https://www.anchorterminal.com/compare/astrbot-vs-zapia" }, { "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/boba-vs-zapia.json", "title": "Boba vs Zapia", "url": "https://www.anchorterminal.com/compare/boba-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-zapia.json", "title": "Boski vs Zapia", "url": "https://www.anchorterminal.com/compare/boski-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-deeptutor.json", "title": "Brea vs DeepTutor", "url": "https://www.anchorterminal.com/compare/brea-vs-deeptutor" }, { "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/caddy-app-vs-zapia.json", "title": "Caddy vs Zapia", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-zapia.json", "title": "CowAgent vs Zapia", "url": "https://www.anchorterminal.com/compare/cowagent-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/del-vs-zapia.json", "title": "Del vs Zapia", "url": "https://www.anchorterminal.com/compare/del-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zapia.json", "title": "folk vs Zapia", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-zapia.json", "title": "GAIA vs Zapia", "url": "https://www.anchorterminal.com/compare/gaia-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-zapia.json", "title": "Grok Bot vs Zapia", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-zapia.json", "title": "Haven vs Zapia", "url": "https://www.anchorterminal.com/compare/haven-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-zapia.json", "title": "Hermes Agent vs Zapia", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-zapia.json", "title": "HireAlpha vs Zapia", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-zapia.json", "title": "Instinct vs Zapia", "url": "https://www.anchorterminal.com/compare/instinct-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-zapia.json", "title": "IronClaw vs Zapia", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-zapia.json", "title": "Lindy vs Zapia", "url": "https://www.anchorterminal.com/compare/lindy-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-zapia.json", "title": "nanobot vs Zapia", "url": "https://www.anchorterminal.com/compare/nanobot-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-zapia.json", "title": "NanoClaw vs Zapia", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-zapia.json", "title": "Dots vs Zapia", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-zapia.json", "title": "OpenClaw vs Zapia", "url": "https://www.anchorterminal.com/compare/openclaw-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-zapia.json", "title": "OpenDuet vs Zapia", "url": "https://www.anchorterminal.com/compare/openduet-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-zapia.json", "title": "OpenInstinct vs Zapia", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-zapia.json", "title": "Orbits vs Zapia", "url": "https://www.anchorterminal.com/compare/orbits-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-zapia.json", "title": "Orchid vs Zapia", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-zapia.json", "title": "PicoClaw vs Zapia", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-zapia.json", "title": "Poke vs Zapia", "url": "https://www.anchorterminal.com/compare/poke-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-zapia.json", "title": "QwenPaw vs Zapia", "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-zapia.json", "title": "szn vs Zapia", "url": "https://www.anchorterminal.com/compare/szn-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-zapia.json", "title": "Tab vs Zapia", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/tasker-ai-vs-zapia.json", "title": "Tasker AI vs Zapia", "url": "https://www.anchorterminal.com/compare/tasker-ai-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/town-vs-zapia.json", "title": "Town vs Zapia", "url": "https://www.anchorterminal.com/compare/town-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/zapia-vs-zeroclaw.json", "title": "Zapia vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/zapia-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/zapia-vs-zo-computer.json", "title": "Zapia vs Zo Computer", "url": "https://www.anchorterminal.com/compare/zapia-vs-zo-computer" }, { "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/atticus-vs-zapia.json", "title": "Atticus vs Zapia", "url": "https://www.anchorterminal.com/compare/atticus-vs-zapia" }, { "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/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-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/hark-pro-vs-zapia.json", "title": "Hark Pro vs Zapia", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zapia.json", "title": "LearnHarness vs Zapia", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/talorys-vs-zapia.json", "title": "Talorys vs Zapia", "url": "https://www.anchorterminal.com/compare/talorys-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-zapia.json", "title": "Claude Duet vs Zapia", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-zapia.json", "title": "Gemini Spark vs Zapia", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-zapia.json", "title": "Leon vs Zapia", "url": "https://www.anchorterminal.com/compare/leon-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-zapia.json", "title": "Lobby vs Zapia", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-zapia.json", "title": "Natura tinyNature vs Zapia", "url": "https://www.anchorterminal.com/compare/natura-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/pally-vs-zapia.json", "title": "Pally vs Zapia", "url": "https://www.anchorterminal.com/compare/pally-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/tomo-vs-zapia.json", "title": "Tomo vs Zapia", "url": "https://www.anchorterminal.com/compare/tomo-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/wajo-vs-zapia.json", "title": "Wajo (Fo) vs Zapia", "url": "https://www.anchorterminal.com/compare/wajo-vs-zapia" }, { "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": [ { "by": 63, "deeptutor": 78, "edge": "deeptutor", "key": "reliability", "name": "Reliability", "weight": 16, "zapia": 15 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 71, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "weight": 13, "zapia": 0 }, { "by": 63, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "weight": 13, "zapia": 0 }, { "by": 48, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "weight": 14, "zapia": 3 }, { "by": 30, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "weight": 10, "zapia": 30 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 28, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7, "zapia": 56 }, { "by": 6, "deeptutor": 52, "edge": "zapia", "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7, "zapia": 58 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against Zapia's 17.3 (F), and leads in 6 of 7 scored categories. Zapia leads on transparency \u0026 trust. Both do assistants that remember you.", "tutorials": [], "verdicts": { "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.", "zapia": "Zapia is a personal assistant app for iOS, Android and the web with a free plan that isn't a trial, weekly iOS releases and explicit confirmation before anything that writes. No outside agent can call it, and no status page, security contact or hosting location was found." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Zapia's 17.3 (F), and leads in 6 of 7 scored categories. Zapia leads on transparency \u0026 trust. Both do assistants that remember you.\n\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- Zapia: grade F, 17.3/100, rank #1196 of 1239. Markdown https://www.anchorterminal.com/tools/zapia.md · JSON https://www.anchorterminal.com/api/v1/tools/zapia.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### 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 0\n- Agent ergonomics, 63 against 0\n- Security \u0026 auth, 51 against 3\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 84 against 56\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\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### Zapia (F)\n\nGood for: Spanish- and Portuguese-speaking users who want an assistant over their mail, calendar, Drive and WhatsApp in an app.\n\nAhead on:\n- Transparency \u0026 trust, 58 against 52\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, and the terms forbid unauthorised automated connections.\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | Zapia | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 78 | 15 | DeepTutor +63 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 0 | DeepTutor +71 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 0 | DeepTutor +63 |\n| Security \u0026 auth | 14% (17.5 this run) | 51 | 3 | DeepTutor +48 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 30 | DeepTutor +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 84 | 56 | DeepTutor +28 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 58 | Zapia +6 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **62.7 · B** | **17.3 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | Zapia |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | Brainlogic AI S.A.S. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | None | OAuth or key |\n| Pricing | Free | Freemium |\n| x402 | no | no |\n| Licence | Apache-2.0 | Closed service under Zapia's terms and conditions (Brainlogic AI SAS). No date was found on the terms. |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-10-28 | 2026-10-12 |\n| Terms last updated | no document linked | no date given |\n| Privacy policy last updated | no document linked | 2026-10-05 |\n| Customer content may train models | | not found in the text |\n| Terms restrict automated access | | not found in the text |\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 | 51k stars | none |\n| Agent reviews | none | 2/5 (4) |\n\n## Verdicts\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**Zapia.** Zapia is a personal assistant app for iOS, Android and the web with a free plan that isn't a trial, weekly iOS releases and explicit confirmation before anything that writes. No outside agent can call it, and no status page, security contact or hosting location was found.\n\n## Before you call either\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### Zapia\n\n1. Don't plan to call Zapia from another agent. It answers only in its own app and on the web, and the terms forbid unauthorised automated access.\n2. Tell the owner that Pro and Ultra trials become paid after 7 days unless cancelled in the app store.\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or Zapia?\n\nDeepTutor scores 62.7 (B) on agent readiness against Zapia's 17.3 (F), and leads in 6 of 7 scored categories. Zapia leads on transparency \u0026 trust.\n\n### Are DeepTutor and Zapia open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for Zapia.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-zapia.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-zapia.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"zapia\"}`. From a terminal: `anchor compare deeptutor zapia`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/zapia.json\n\n## Other comparisons with DeepTutor or Zapia\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs Zapia](https://www.anchorterminal.com/compare/asaply-vs-zapia.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs Zapia](https://www.anchorterminal.com/compare/asmi-vs-zapia.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [AstrBot vs Zapia](https://www.anchorterminal.com/compare/astrbot-vs-zapia.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Boba vs Zapia](https://www.anchorterminal.com/compare/boba-vs-zapia.md)\n- [Boski vs Zapia](https://www.anchorterminal.com/compare/boski-vs-zapia.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs Zapia](https://www.anchorterminal.com/compare/brea-vs-zapia.md)\n- [Caddy vs Zapia](https://www.anchorterminal.com/compare/caddy-app-vs-zapia.md)\n- [CowAgent vs Zapia](https://www.anchorterminal.com/compare/cowagent-vs-zapia.md)\n- [Del vs Zapia](https://www.anchorterminal.com/compare/del-vs-zapia.md)\n- [folk vs Zapia](https://www.anchorterminal.com/compare/folk-nozomio-vs-zapia.md)\n- [GAIA vs Zapia](https://www.anchorterminal.com/compare/gaia-vs-zapia.md)\n- [Grok Bot vs Zapia](https://www.anchorterminal.com/compare/grok-bot-vs-zapia.md)\n- [Haven vs Zapia](https://www.anchorterminal.com/compare/haven-vs-zapia.md)\n- [Hermes Agent vs Zapia](https://www.anchorterminal.com/compare/hermes-agent-vs-zapia.md)\n- [HireAlpha vs Zapia](https://www.anchorterminal.com/compare/hirealpha-vs-zapia.md)\n- [Instinct vs Zapia](https://www.anchorterminal.com/compare/instinct-vs-zapia.md)\n- [IronClaw vs Zapia](https://www.anchorterminal.com/compare/ironclaw-vs-zapia.md)\n- [Lindy vs Zapia](https://www.anchorterminal.com/compare/lindy-vs-zapia.md)\n- [nanobot vs Zapia](https://www.anchorterminal.com/compare/nanobot-vs-zapia.md)\n- [NanoClaw vs Zapia](https://www.anchorterminal.com/compare/nanoclaw-vs-zapia.md)\n- [Dots vs Zapia](https://www.anchorterminal.com/compare/openai-dots-vs-zapia.md)\n- [OpenClaw vs Zapia](https://www.anchorterminal.com/compare/openclaw-vs-zapia.md)\n- [OpenDuet vs Zapia](https://www.anchorterminal.com/compare/openduet-vs-zapia.md)\n- [OpenInstinct vs Zapia](https://www.anchorterminal.com/compare/openinstinct-vs-zapia.md)\n- [Orbits vs Zapia](https://www.anchorterminal.com/compare/orbits-vs-zapia.md)\n- [Orchid vs Zapia](https://www.anchorterminal.com/compare/orchid-ai-vs-zapia.md)\n- [PicoClaw vs Zapia](https://www.anchorterminal.com/compare/picoclaw-vs-zapia.md)\n- [Poke vs Zapia](https://www.anchorterminal.com/compare/poke-vs-zapia.md)\n- [QwenPaw vs Zapia](https://www.anchorterminal.com/compare/qwenpaw-vs-zapia.md)\n- [szn vs Zapia](https://www.anchorterminal.com/compare/szn-vs-zapia.md)\n- [Tab vs Zapia](https://www.anchorterminal.com/compare/tab-bot-vs-zapia.md)\n- [Tasker AI vs Zapia](https://www.anchorterminal.com/compare/tasker-ai-vs-zapia.md)\n- [Town vs Zapia](https://www.anchorterminal.com/compare/town-vs-zapia.md)\n- [Zapia vs ZeroClaw](https://www.anchorterminal.com/compare/zapia-vs-zeroclaw.md)\n- [Zapia vs Zo Computer](https://www.anchorterminal.com/compare/zapia-vs-zo-computer.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs Zapia](https://www.anchorterminal.com/compare/atticus-vs-zapia.md)\n- [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.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 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- [Hark Pro vs Zapia](https://www.anchorterminal.com/compare/hark-pro-vs-zapia.md)\n- [LearnHarness vs Zapia](https://www.anchorterminal.com/compare/learnharness-vs-zapia.md)\n- [Talorys vs Zapia](https://www.anchorterminal.com/compare/talorys-vs-zapia.md)\n- [Claude Duet vs Zapia](https://www.anchorterminal.com/compare/claude-duet-vs-zapia.md)\n- [Gemini Spark vs Zapia](https://www.anchorterminal.com/compare/gemini-spark-vs-zapia.md)\n- [Leon vs Zapia](https://www.anchorterminal.com/compare/leon-vs-zapia.md)\n- [Lobby vs Zapia](https://www.anchorterminal.com/compare/lobby-os-vs-zapia.md)\n- [Natura tinyNature vs Zapia](https://www.anchorterminal.com/compare/natura-vs-zapia.md)\n- [Pally vs Zapia](https://www.anchorterminal.com/compare/pally-vs-zapia.md)\n- [Tomo vs Zapia](https://www.anchorterminal.com/compare/tomo-vs-zapia.md)\n- [Wajo (Fo) vs Zapia](https://www.anchorterminal.com/compare/wajo-vs-zapia.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n\n## Disclosure\n\n- Zapia 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": "DeepTutor vs Zapia", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to Zapia's 17.3 (F) for assistants that remember you. 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