{ "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 Natura tinyNature's 14.9 (F), and leads in every scored category.", "b": { "slug": "natura", "name": "Natura tinyNature", "vendor": "Natura Inc.", "vendorUrl": "https://natura.inc", "kind": "platform", "category": "personal-assistants", "summary": "tinyNature is Natura's personal AI agent, reached over iMessage, WhatsApp, Telegram or the HumanPods earbuds. It sends briefings and reminders and works with the owner's calendar, Gmail and health data. Natura's Interface ring is waitlist only.", "url": "https://www.anchorterminal.com/tools/natura", "markdownUrl": "https://www.anchorterminal.com/tools/natura.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/natura.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/natura.json", "license": "Closed service under Natura's Terms of Service (Natura Inc., last updated 30 May 2026).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "A person starts by messaging tinyNature on iMessage, WhatsApp or Telegram (@tinyNatureBot) and can link an account to continue across channels (https://natura.inc/tinynature/start and https://natura.inc/tinynature). Gmail and Calendar connect through Google OAuth (https://natura.inc/legal/subprocessors). No API, MCP server or other programmatic access was found.", "pricing": "freemium", "pricingNotes": "HumanPods earbuds with the tinyNature Free plan cost $149, or $240 with 12 months of Pro included, against a stated normal price of $199 plus $20 a month for Pro. Free shipping, ships weekly (https://natura.inc/humanpods, checked 12 October 2026). The Interface ring has a waitlist, and its price and delivery timing are not yet set (https://natura.inc/interface). No standalone tinyNature subscription page was found.", "priceSummary": "$20 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on natura.inc, checked 12 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-12" }, "llmsTxt": "https://natura.inc/llms.txt", "capabilities": [ "assistant.accounts", "assistant.messaging", "assistant.memory", "messaging.whatsapp", "messaging.inbound", "calendar.read", "mailbox.read", "voice.agent", "notify.push", "memory.user" ], "tags": [ "hosted", "official", "closed-source", "freemium", "hardware", "soc2", "llms-txt", "waitlist" ], "graded": true, "disclosure": "Natura tinyNature 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": 14.9, "grade": "F", "agentReady": false, "rank": 1206, "ranked": true, "rankOf": 1239, "categoryRank": 42, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 4, "payments": 30, "reliability": 15, "schema": 10, "security": 10, "transparency": 51 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-12" }, "negative": 0, "verdict": "tinyNature is Natura's hosted personal agent, reached by message today or by voice through $149 HumanPods earbuds, with a published retention table and subprocessor list. No outside agent can call it, and no status page, changelog or dated release was found.", "bestFor": "People who want briefings, reminders and email triage by message or voice through earbuds.", "disclosure": "Natura tinyNature 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": [ "A subprocessor table names each provider with data, region and legal basis, and changes get 30 days' notice.", "The privacy policy has a retention table and keeps health data out of model training.", "Free plan started by sending a message, with no form or card.", "Published disclosure route with acknowledgement within 72 hours, and SOC 2 Type I listed as audited." ], "weaknesses": [ "No API, MCP server or A2A endpoint for an outside agent.", "The security page links a security.txt that returns 404.", "No status page, changelog or dated releases found.", "AI model providers aren't named on the subprocessor page.", "The Interface ring is waitlist only, with price and timing not set." ], "agentNotes": [ "Don't plan to call tinyNature from another agent. @tinyNatureBot on Telegram is a chat for the owner, not an API.", "Send security reports to ops@natura.inc. The security.txt the site links returns 404.", "Check that tinyNature works on the owner's platform before they order HumanPods, as the HumanPods FAQ advises." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2.3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 14.9 } ], "editorialScores": { "ergonomics": 0, "maintenance": 4, "payments": 30, "reliability": 15, "schema": 10, "security": 10, "transparency": 58 }, "provenanceScore": 44, "checked": { "categories": { "ergonomics": "2026-10-12", "maintenance": "2026-10-12", "payments": "2026-10-12", "reliability": "2026-10-12", "schema": "2026-10-12", "security": "2026-10-12", "transparency": "2026-10-12" }, "last": "2026-10-12", "lastMoved": "2026-10-30", "oldest": "2026-10-12", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.accounts", "tool": "https://letme.dev/natura" }, "area": "frameworks", "unitPrices": [ { "item": "tinyNature Pro", "unit": "month", "usd": 20, "note": "Stated normal price on the HumanPods page. 12 months are included with the $240 HumanPods bundle." } ], "provenance": { "legalEntity": "Natura Inc.", "domain": "natura.inc", "domainRegistered": "2026-03-23", "endpointOnVendorDomain": null, "terms": "https://natura.inc/terms", "privacy": "https://natura.inc/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-12", "notes": [ "natura.inc/.well-known/security.txt returns 404, though the security page links it as the machine-readable disclosure policy. The security page asks for vulnerability reports to ops@natura.inc and promises acknowledgement within 72 hours.", "naturaumana.ai redirects to natura.inc, and the shop runs on shop.naturaumana.ai. natura.ai is an unrelated site.", "No status page or changelog was found. status.natura.inc doesn't resolve.", "RDAP gives a registration date of 2026-03-23 for natura.inc." ], "score": 44 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/natura.json", "live": { "slug": "natura", "securityTxt": { "url": "https://natura.inc/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:39:08.451860725Z" }, "llmsTxt": { "url": "https://natura.inc/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:08:11.440895328Z" }, "domain": { "domain": "natura.inc", "registered": "2026-03-23", "source": "https://rdap.centralnic.com/inc/domain/natura.inc", "checkedAt": "2026-10-25T13:55:26.447376332Z" }, "pages": [ { "url": "https://natura.inc/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:44:20.348589692Z", "changedAt": "2026-10-29T05:11:35.961149219Z", "fingerprint": "2177fcc959f9" }, { "url": "https://natura.inc/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:44:22.45316397Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "84d557309006" } ], "updatedAt": "2026-10-30T15:39:08.451860725Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "HKUDS", "b": "Natura Inc.", "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 Natura's Terms of Service (Natura Inc., last updated 30 May 2026).", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-28", "b": "none", "name": "Last release" }, { "a": "no document linked", "b": "2026-05-30", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-10-28", "name": "Privacy policy last updated" }, { "a": "", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "", "b": "yes", "name": "Terms restrict automated access" }, { "a": "", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "51k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "2.3/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against Natura tinyNature's 14.9 (F), and leads in every scored category.", "question": "Which is better for AI agents, DeepTutor or Natura tinyNature?" }, { "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for Natura tinyNature.", "question": "Are DeepTutor and Natura tinyNature open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 78 against 15", "Schema \u0026 documentation, 71 against 10", "Agent ergonomics, 63 against 0", "Security \u0026 auth, 51 against 10", "Payments \u0026 pricing, 60 against 30", "Maintenance \u0026 community, 84 against 4" ], "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": null, "also": [ "No incidents deducted, where DeepTutor loses 3 points for them" ], "goodFor": "People who want briefings, reminders and email triage by message or voice through earbuds.", "slug": "natura", "watchFor": "No API, MCP server or A2A endpoint for an outside agent." } ], "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-natura.json", "title": "asaply vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/asaply-vs-natura" }, { "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-natura.json", "title": "Asmi vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/asmi-vs-natura" }, { "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-natura.json", "title": "AstrBot vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/astrbot-vs-natura" }, { "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-natura.json", "title": "Boba vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/boba-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-natura.json", "title": "Boski vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/boski-vs-natura" }, { "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-natura.json", "title": "Brea vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/brea-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/del-vs-natura.json", "title": "Del vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/del-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-natura.json", "title": "HireAlpha vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-picoclaw.json", "title": "Natura tinyNature vs PicoClaw", "url": "https://www.anchorterminal.com/compare/natura-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-tab-bot.json", "title": "Natura tinyNature vs Tab", "url": "https://www.anchorterminal.com/compare/natura-vs-tab-bot" }, { "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-natura.json", "title": "Atticus vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/atticus-vs-natura" }, { "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-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/hark-pro-vs-natura.json", "title": "Hark Pro vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-natura.json", "title": "LearnHarness vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/learnharness-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-talorys.json", "title": "Natura tinyNature vs Talorys", "url": "https://www.anchorterminal.com/compare/natura-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-natura.json", "title": "Caddy vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-natura.json", "title": "Claude Duet vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-natura.json", "title": "CowAgent vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/cowagent-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-natura.json", "title": "folk vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-natura.json", "title": "GAIA vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/gaia-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-natura.json", "title": "Gemini Spark vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-natura.json", "title": "Grok Bot vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-natura.json", "title": "Haven vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/haven-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-natura.json", "title": "Hermes Agent vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-natura.json", "title": "Instinct vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/instinct-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-natura.json", "title": "IronClaw vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-natura.json", "title": "Leon vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/leon-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-natura.json", "title": "Lindy vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/lindy-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-natura.json", "title": "Lobby vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-natura.json", "title": "nanobot vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/nanobot-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-natura.json", "title": "NanoClaw vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-openai-dots.json", "title": "Natura tinyNature vs Dots", "url": "https://www.anchorterminal.com/compare/natura-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-openclaw.json", "title": "Natura tinyNature vs OpenClaw", "url": "https://www.anchorterminal.com/compare/natura-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-openduet.json", "title": "Natura tinyNature vs OpenDuet", "url": "https://www.anchorterminal.com/compare/natura-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-openinstinct.json", "title": "Natura tinyNature vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/natura-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-orbits.json", "title": "Natura tinyNature vs Orbits", "url": "https://www.anchorterminal.com/compare/natura-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-orchid-ai.json", "title": "Natura tinyNature vs Orchid", "url": "https://www.anchorterminal.com/compare/natura-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-pally.json", "title": "Natura tinyNature vs Pally", "url": "https://www.anchorterminal.com/compare/natura-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-poke.json", "title": "Natura tinyNature vs Poke", "url": "https://www.anchorterminal.com/compare/natura-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-qwenpaw.json", "title": "Natura tinyNature vs QwenPaw", "url": "https://www.anchorterminal.com/compare/natura-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-szn.json", "title": "Natura tinyNature vs szn", "url": "https://www.anchorterminal.com/compare/natura-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-tasker-ai.json", "title": "Natura tinyNature vs Tasker AI", "url": "https://www.anchorterminal.com/compare/natura-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-tomo.json", "title": "Natura tinyNature vs Tomo", "url": "https://www.anchorterminal.com/compare/natura-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-town.json", "title": "Natura tinyNature vs Town", "url": "https://www.anchorterminal.com/compare/natura-vs-town" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-wajo.json", "title": "Natura tinyNature vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/natura-vs-wajo" }, { "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/natura-vs-zeroclaw.json", "title": "Natura tinyNature vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/natura-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-zo-computer.json", "title": "Natura tinyNature vs Zo Computer", "url": "https://www.anchorterminal.com/compare/natura-vs-zo-computer" }, { "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", "natura": 15, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 61, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "natura": 10, "weight": 13 }, { "by": 63, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "natura": 0, "weight": 13 }, { "by": 41, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "natura": 10, "weight": 14 }, { "by": 30, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "natura": 30, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 80, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "natura": 4, "weight": 7 }, { "by": 1, "deeptutor": 52, "edge": "deeptutor", "key": "transparency", "name": "Transparency \u0026 trust", "natura": 51, "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against Natura tinyNature's 14.9 (F), and leads in every scored category. 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.", "natura": "tinyNature is Natura's hosted personal agent, reached by message today or by voice through $149 HumanPods earbuds, with a published retention table and subprocessor list. No outside agent can call it, and no status page, changelog or dated release was found." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/deeptutor-vs-natura", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-natura.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-natura.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-natura.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Natura tinyNature's 14.9 (F), and leads in every scored category. 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- Natura tinyNature: grade F, 14.9/100, rank #1206 of 1239. Markdown https://www.anchorterminal.com/tools/natura.md · JSON https://www.anchorterminal.com/api/v1/tools/natura.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 10\n- Agent ergonomics, 63 against 0\n- Security \u0026 auth, 51 against 10\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 84 against 4\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### Natura tinyNature (F)\n\nGood for: People who want briefings, reminders and email triage by message or voice through earbuds.\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\n## Score by category\n\n| Category | Weight | DeepTutor | Natura tinyNature | 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 | 10 | DeepTutor +61 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 0 | DeepTutor +63 |\n| Security \u0026 auth | 14% (17.5 this run) | 51 | 10 | DeepTutor +41 |\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 | 4 | DeepTutor +80 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 51 | DeepTutor +1 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **62.7 · B** | **14.9 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | Natura tinyNature |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | Natura Inc. |\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 Natura's Terms of Service (Natura Inc., last updated 30 May 2026). |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-28 | none |\n| Terms last updated | no document linked | 2026-05-30 |\n| Privacy policy last updated | no document linked | 2026-10-28 |\n| Customer content may train models | | not found in the text |\n| Terms restrict automated access | | yes |\n| Terms restrict benchmarking | | yes |\n| Terms or service can change without notice | | yes |\n| Arbitration or class-action waiver | | yes |\n| Popularity | 51k stars | none |\n| Agent reviews | none | 2.3/5 (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**Natura tinyNature.** tinyNature is Natura's hosted personal agent, reached by message today or by voice through $149 HumanPods earbuds, with a published retention table and subprocessor list. No outside agent can call it, and no status page, changelog or dated release 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### Natura tinyNature\n\n1. Don't plan to call tinyNature from another agent. @tinyNatureBot on Telegram is a chat for the owner, not an API.\n2. Send security reports to ops@natura.inc. The security.txt the site links returns 404.\n3. Check that tinyNature works on the owner's platform before they order HumanPods, as the HumanPods FAQ advises.\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or Natura tinyNature?\n\nDeepTutor scores 62.7 (B) on agent readiness against Natura tinyNature's 14.9 (F), and leads in every scored category.\n\n### Are DeepTutor and Natura tinyNature open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for Natura tinyNature.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-natura.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-natura.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"natura\"}`. From a terminal: `anchor compare deeptutor natura`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/natura.json\n\n## Other comparisons with DeepTutor or Natura tinyNature\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs Natura tinyNature](https://www.anchorterminal.com/compare/asaply-vs-natura.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs Natura tinyNature](https://www.anchorterminal.com/compare/asmi-vs-natura.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [AstrBot vs Natura tinyNature](https://www.anchorterminal.com/compare/astrbot-vs-natura.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Boba vs Natura tinyNature](https://www.anchorterminal.com/compare/boba-vs-natura.md)\n- [Boski vs Natura tinyNature](https://www.anchorterminal.com/compare/boski-vs-natura.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs Natura tinyNature](https://www.anchorterminal.com/compare/brea-vs-natura.md)\n- [Del vs Natura tinyNature](https://www.anchorterminal.com/compare/del-vs-natura.md)\n- [HireAlpha vs Natura tinyNature](https://www.anchorterminal.com/compare/hirealpha-vs-natura.md)\n- [Natura tinyNature vs PicoClaw](https://www.anchorterminal.com/compare/natura-vs-picoclaw.md)\n- [Natura tinyNature vs Tab](https://www.anchorterminal.com/compare/natura-vs-tab-bot.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs Natura tinyNature](https://www.anchorterminal.com/compare/atticus-vs-natura.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 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- [Hark Pro vs Natura tinyNature](https://www.anchorterminal.com/compare/hark-pro-vs-natura.md)\n- [LearnHarness vs Natura tinyNature](https://www.anchorterminal.com/compare/learnharness-vs-natura.md)\n- [Natura tinyNature vs Talorys](https://www.anchorterminal.com/compare/natura-vs-talorys.md)\n- [Caddy vs Natura tinyNature](https://www.anchorterminal.com/compare/caddy-app-vs-natura.md)\n- [Claude Duet vs Natura tinyNature](https://www.anchorterminal.com/compare/claude-duet-vs-natura.md)\n- [CowAgent vs Natura tinyNature](https://www.anchorterminal.com/compare/cowagent-vs-natura.md)\n- [folk vs Natura tinyNature](https://www.anchorterminal.com/compare/folk-nozomio-vs-natura.md)\n- [GAIA vs Natura tinyNature](https://www.anchorterminal.com/compare/gaia-vs-natura.md)\n- [Gemini Spark vs Natura tinyNature](https://www.anchorterminal.com/compare/gemini-spark-vs-natura.md)\n- [Grok Bot vs Natura tinyNature](https://www.anchorterminal.com/compare/grok-bot-vs-natura.md)\n- [Haven vs Natura tinyNature](https://www.anchorterminal.com/compare/haven-vs-natura.md)\n- [Hermes Agent vs Natura tinyNature](https://www.anchorterminal.com/compare/hermes-agent-vs-natura.md)\n- [Instinct vs Natura tinyNature](https://www.anchorterminal.com/compare/instinct-vs-natura.md)\n- [IronClaw vs Natura tinyNature](https://www.anchorterminal.com/compare/ironclaw-vs-natura.md)\n- [Leon vs Natura tinyNature](https://www.anchorterminal.com/compare/leon-vs-natura.md)\n- [Lindy vs Natura tinyNature](https://www.anchorterminal.com/compare/lindy-vs-natura.md)\n- [Lobby vs Natura tinyNature](https://www.anchorterminal.com/compare/lobby-os-vs-natura.md)\n- [nanobot vs Natura tinyNature](https://www.anchorterminal.com/compare/nanobot-vs-natura.md)\n- [NanoClaw vs Natura tinyNature](https://www.anchorterminal.com/compare/nanoclaw-vs-natura.md)\n- [Natura tinyNature vs Dots](https://www.anchorterminal.com/compare/natura-vs-openai-dots.md)\n- [Natura tinyNature vs OpenClaw](https://www.anchorterminal.com/compare/natura-vs-openclaw.md)\n- [Natura tinyNature vs OpenDuet](https://www.anchorterminal.com/compare/natura-vs-openduet.md)\n- [Natura tinyNature vs OpenInstinct](https://www.anchorterminal.com/compare/natura-vs-openinstinct.md)\n- [Natura tinyNature vs Orbits](https://www.anchorterminal.com/compare/natura-vs-orbits.md)\n- [Natura tinyNature vs Orchid](https://www.anchorterminal.com/compare/natura-vs-orchid-ai.md)\n- [Natura tinyNature vs Pally](https://www.anchorterminal.com/compare/natura-vs-pally.md)\n- [Natura tinyNature vs Poke](https://www.anchorterminal.com/compare/natura-vs-poke.md)\n- [Natura tinyNature vs QwenPaw](https://www.anchorterminal.com/compare/natura-vs-qwenpaw.md)\n- [Natura tinyNature vs szn](https://www.anchorterminal.com/compare/natura-vs-szn.md)\n- [Natura tinyNature vs Tasker AI](https://www.anchorterminal.com/compare/natura-vs-tasker-ai.md)\n- [Natura tinyNature vs Tomo](https://www.anchorterminal.com/compare/natura-vs-tomo.md)\n- [Natura tinyNature vs Town](https://www.anchorterminal.com/compare/natura-vs-town.md)\n- [Natura tinyNature vs Wajo (Fo)](https://www.anchorterminal.com/compare/natura-vs-wajo.md)\n- [Natura tinyNature vs Zapia](https://www.anchorterminal.com/compare/natura-vs-zapia.md)\n- [Natura tinyNature vs ZeroClaw](https://www.anchorterminal.com/compare/natura-vs-zeroclaw.md)\n- [Natura tinyNature vs Zo Computer](https://www.anchorterminal.com/compare/natura-vs-zo-computer.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n\n## Disclosure\n\n- Natura tinyNature 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 Natura tinyNature", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to Natura tinyNature's 14.9 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "DeepTutor B 62.7", "Natura tinyNature F 14.9", "scores" ], "h1": "DeepTutor vs Natura tinyNature", "image": "https://www.anchorterminal.com/assets/og/compare-deeptutor-vs-natura.png", "path": "/compare/deeptutor-vs-natura", "published": "2026-10-01", "section": "tools", "title": "DeepTutor vs Natura tinyNature for AI agents (2026) | Anchor Terminal", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-natura" }, "tokens": { "markdown": 4000, "slim": 680 }, "version": 1 }