{ "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 Tasker AI's 7.6 (F), and leads in every scored category.", "b": { "slug": "tasker-ai", "name": "Tasker AI", "vendor": "DAPI, Inc. (dba Tasker AI)", "vendorUrl": "https://tasker.ai", "kind": "platform", "category": "personal-assistants", "summary": "Tasker AI is a hosted AI assistant for individuals and teams from DAPI, Inc. It plans, researches and acts across connected apps and is reached on desktop, mobile, Slack, WhatsApp, Telegram, SMS and email.", "url": "https://www.anchorterminal.com/tools/tasker-ai", "markdownUrl": "https://www.anchorterminal.com/tools/tasker-ai.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/tasker-ai.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/tasker-ai.json", "license": "Closed service under the Master Service Agreement of DAPI, Inc. doing business as Tasker AI, last updated 21 June 2026. The site says Tasker is open source; no public repository was found.", "transports": [], "packages": [], "auth": "mixed", "authNotes": "A person signs up on tasker.ai (a Clerk sign-in). The site's Tasker API page shows a POST to https://api.tasker.ai/v1/tasks with a bearer key and says the Tasker API covers agents, tasks, integrations and workflows through REST, webhooks and MCP. No API documentation, key page or OpenAPI file was found, and GET requests to /v1/tasks, /v1, /openapi.json and /mcp on api.tasker.ai answered 404 on 21 October 2026.", "pricing": "freemium", "pricingNotes": "Free at US$0 a month (\"Build with your own keys\"), Starter US$30 a month, Business US$50, Business Max US$150, and Enterprise on request. The pricing code takes 20% off for annual billing (US$24, US$40 and US$120 a month). Read from the site's script bundle on 21 October 2026, because tasker.ai is drawn by script and /tasker-pricing returns the same empty shell.", "priceSummary": "$30 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found for Tasker on tasker.ai, checked 21 October 2026. The same site bundle carries pages for DAPI's separate product, which describe x402 payments; those aren't Tasker's.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-21" }, "capabilities": [ "assistant.messaging", "assistant.accounts", "assistant.memory", "assistant.proactive", "agent.mcp-client", "mailbox.read", "mailbox.send", "tasks.create" ], "tags": [ "hosted", "official", "closed-source", "freemium", "free-tier", "access-unverified" ], "graded": true, "disclosure": "Tasker AI 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": 7.6, "grade": "F", "agentReady": false, "rank": 1236, "ranked": true, "rankOf": 1239, "categoryRank": 51, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 2, "payments": 20, "reliability": 15, "schema": 0, "security": 0, "transparency": 45 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "low", "date": "2026-10-21" }, "negative": -2, "negativeNotes": [ "Misleading claim (-2), read on 21 October 2026. The Tasker API page (route /tasker-api, enabled under Developer in Tasker's navigation, given a Tasker AI page title in the script tasker.ai serves) tells developers to run npx create-tasker@latest and calls Tasker open source. The npm registry answered 404 for create-tasker on 21 October 2026, so the advertised install command fails, and anyone who registers the name could take it. Precedent is Gumloop's -2 for SDK coverage its docs don't bear out. Sources https://tasker.ai/assets/index-on3HrOEj.js and https://registry.npmjs.org/create-tasker/latest (both read by us on 21 October 2026)." ], "verdict": "Tasker AI is a freemium hosted assistant reached in Slack, WhatsApp, Telegram, SMS and email, with public plan prices from US$0. Its API, MCP and open-source claims couldn't be confirmed on 21 October 2026. No API documentation was found, and the npm package its API page tells developers to install doesn't exist.", "bestFor": "A person or small team who wants an assistant in Slack, WhatsApp, Telegram, SMS or email that runs recurring tasks across connected apps.", "disclosure": "Tasker AI 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": [ "Public plan prices, Free at US$0 with the user's own model keys up to Business Max at US$150 a month.", "Named channels include Slack, WhatsApp, Telegram, SMS and email.", "Dated legal documents naming DAPI, Inc. as the operator, with Google Workspace data kept out of generalised models." ], "weaknesses": [ "The REST API, webhooks and MCP the site names have no public documentation, and the paths tried on api.tasker.ai answered 404.", "npx create-tasker@latest is advertised, but no create-tasker package was on npm on 21 October 2026.", "No status page, changelog or valid security.txt.", "The privacy policy lets agents accept third-party privacy and cookie policies on the user's behalf." ], "agentNotes": [ "Don't plan to call Tasker from another agent until it publishes API documentation. GET api.tasker.ai/v1/tasks returned 404.", "Don't run npx create-tasker@latest. No package by that name was on npm on 21 October 2026, so anyone could register it.", "Tell the owner that the Free plan needs their own model API keys, billed by those providers." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 1.5, "history": [ { "basis": "public evidence", "confidence": "low", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 7.6 } ], "editorialScores": { "ergonomics": 0, "maintenance": 2, "payments": 20, "reliability": 15, "schema": 0, "security": 0, "transparency": 34 }, "provenanceScore": 56, "checked": { "categories": { "ergonomics": "2026-10-21", "maintenance": "2026-10-21", "payments": "2026-10-21", "reliability": "2026-10-21", "schema": "2026-10-21", "security": "2026-10-21", "transparency": "2026-10-21" }, "last": "2026-10-21", "lastMoved": "2026-10-30", "oldest": "2026-10-21", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.messaging", "tool": "https://letme.dev/tasker-ai" }, "area": "frameworks", "unitPrices": [ { "item": "Tasker Starter", "unit": "month", "usd": 30, "note": "Personal AI automation. Checked 21 October 2026." }, { "item": "Tasker Business", "unit": "month", "usd": 50, "note": "AI coworkers and teams." }, { "item": "Tasker Business Max", "unit": "month", "usd": 150 } ], "provenance": { "legalEntity": "DAPI, Inc.", "domain": "tasker.ai", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://tasker.ai/terms", "privacy": "https://tasker.ai/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-21", "notes": [ "tasker.ai is drawn by script, and /terms, /privacy, /llms.txt, /sitemap.xml and /.well-known/security.txt all return the same HTML shell, so there is no valid security.txt, llms.txt or sitemap. The legal text is in the site's script.", "Master Service Agreement last updated 21 June 2026, privacy policy 30 September 2026.", "status.tasker.ai, docs.tasker.ai and app.tasker.ai don't resolve." ], "score": 56 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/tasker-ai.json", "live": { "slug": "tasker-ai", "securityTxt": { "url": "https://tasker.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:38:27.588380079Z" }, "domain": { "domain": "tasker.ai", "registered": "2018-10-27", "source": "https://rdap.identitydigital.services/rdap/domain/tasker.ai", "checkedAt": "2026-10-25T14:01:07.203633717Z" }, "pages": [ { "url": "https://tasker.ai/privacy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-30T05:50:10.479578566Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e3b0c44298fc" }, { "url": "https://tasker.ai/terms", "kind": "terms", "status": 304, "checkedAt": "2026-10-30T05:50:12.67075165Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e3b0c44298fc" } ], "updatedAt": "2026-10-30T15:38:27.588380079Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "HKUDS", "b": "DAPI, Inc. (dba Tasker AI)", "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 the Master Service Agreement of DAPI, Inc. doing business as Tasker AI, last updated 21 June 2026. The site says Tasker is open source; no public repository was found.", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "no", "name": "llms.txt" }, { "a": "2026-10-28", "b": "none", "name": "Last release" }, { "a": "no document linked", "b": "couldn't be read", "name": "Terms last updated" }, { "a": "no document linked", "b": "couldn't be read", "name": "Privacy policy last updated" }, { "a": "", "b": "couldn't be read", "name": "Customer content may train models" }, { "a": "", "b": "couldn't be read", "name": "Terms restrict automated access" }, { "a": "", "b": "couldn't be read", "name": "Terms restrict benchmarking" }, { "a": "", "b": "couldn't be read", "name": "Terms or service can change without notice" }, { "a": "", "b": "couldn't be read", "name": "Arbitration or class-action waiver" }, { "a": "51k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "1.5/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category.", "question": "Which is better for AI agents, DeepTutor or Tasker AI?" }, { "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for Tasker AI.", "question": "Are DeepTutor and Tasker AI open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 78 against 15", "Schema \u0026 documentation, 71 against 0", "Agent ergonomics, 63 against 0", "Security \u0026 auth, 51 against 0", "Payments \u0026 pricing, 60 against 20", "Maintenance \u0026 community, 84 against 2", "Transparency \u0026 trust, 52 against 45" ], "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": null, "goodFor": "A person or small team who wants an assistant in Slack, WhatsApp, Telegram, SMS or email that runs recurring tasks across connected apps.", "slug": "tasker-ai", "watchFor": "The REST API, webhooks and MCP the site names have no public documentation, and the paths tried on api.tasker.ai answered 404." } ], "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-tasker-ai.json", "title": "asaply vs Tasker AI", "url": "https://www.anchorterminal.com/compare/asaply-vs-tasker-ai" }, { "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-tasker-ai.json", "title": "Asmi vs Tasker AI", "url": "https://www.anchorterminal.com/compare/asmi-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.json", "title": "AstrBot vs DeepTutor", "url": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-deeptutor.json", "title": "Boba vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boba-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-tasker-ai.json", "title": "Boba vs Tasker AI", "url": "https://www.anchorterminal.com/compare/boba-vs-tasker-ai" }, { "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-tasker-ai.json", "title": "Brea vs Tasker AI", "url": "https://www.anchorterminal.com/compare/brea-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/del-vs-tasker-ai.json", "title": "Del vs Tasker AI", "url": "https://www.anchorterminal.com/compare/del-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-tasker-ai.json", "title": "HireAlpha vs Tasker AI", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-tasker-ai.json", "title": "OpenInstinct vs Tasker AI", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-tasker-ai.json", "title": "Orbits vs Tasker AI", "url": "https://www.anchorterminal.com/compare/orbits-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai.json", "title": "Orchid vs Tasker AI", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-tasker-ai.json", "title": "szn vs Tasker AI", "url": "https://www.anchorterminal.com/compare/szn-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-tasker-ai.json", "title": "Tab vs Tasker AI", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/tasker-ai-vs-tomo.json", "title": "Tasker AI vs Tomo", "url": "https://www.anchorterminal.com/compare/tasker-ai-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/tasker-ai-vs-town.json", "title": "Tasker AI vs Town", "url": "https://www.anchorterminal.com/compare/tasker-ai-vs-town" }, { "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/tasker-ai-vs-zeroclaw.json", "title": "Tasker AI vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/tasker-ai-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/tasker-ai-vs-zo-computer.json", "title": "Tasker AI vs Zo Computer", "url": "https://www.anchorterminal.com/compare/tasker-ai-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-tasker-ai.json", "title": "AstrBot vs Tasker AI", "url": "https://www.anchorterminal.com/compare/astrbot-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-tasker-ai.json", "title": "Boski vs Tasker AI", "url": "https://www.anchorterminal.com/compare/boski-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-tasker-ai.json", "title": "Caddy vs Tasker AI", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-tasker-ai.json", "title": "Claude Duet vs Tasker AI", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-tasker-ai.json", "title": "CowAgent vs Tasker AI", "url": "https://www.anchorterminal.com/compare/cowagent-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tasker-ai.json", "title": "folk vs Tasker AI", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-tasker-ai.json", "title": "GAIA vs Tasker AI", "url": "https://www.anchorterminal.com/compare/gaia-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-tasker-ai.json", "title": "Gemini Spark vs Tasker AI", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-tasker-ai.json", "title": "Grok Bot vs Tasker AI", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-tasker-ai.json", "title": "Haven vs Tasker AI", "url": "https://www.anchorterminal.com/compare/haven-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-tasker-ai.json", "title": "Hermes Agent vs Tasker AI", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-tasker-ai.json", "title": "Instinct vs Tasker AI", "url": "https://www.anchorterminal.com/compare/instinct-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-tasker-ai.json", "title": "IronClaw vs Tasker AI", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-tasker-ai.json", "title": "Leon vs Tasker AI", "url": "https://www.anchorterminal.com/compare/leon-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-tasker-ai.json", "title": "Lindy vs Tasker AI", "url": "https://www.anchorterminal.com/compare/lindy-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-tasker-ai.json", "title": "nanobot vs Tasker AI", "url": "https://www.anchorterminal.com/compare/nanobot-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-tasker-ai.json", "title": "NanoClaw vs Tasker AI", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-tasker-ai.json", "title": "Dots vs Tasker AI", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-tasker-ai.json", "title": "OpenClaw vs Tasker AI", "url": "https://www.anchorterminal.com/compare/openclaw-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-tasker-ai.json", "title": "OpenDuet vs Tasker AI", "url": "https://www.anchorterminal.com/compare/openduet-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai.json", "title": "PicoClaw vs Tasker AI", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-tasker-ai.json", "title": "Poke vs Tasker AI", "url": "https://www.anchorterminal.com/compare/poke-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-tasker-ai.json", "title": "QwenPaw vs Tasker AI", "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-tasker-ai" }, { "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-tasker-ai.json", "title": "Atticus vs Tasker AI", "url": "https://www.anchorterminal.com/compare/atticus-vs-tasker-ai" }, { "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-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-tasker-ai.json", "title": "Hark Pro vs Tasker AI", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.json", "title": "LearnHarness vs Tasker AI", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/talorys-vs-tasker-ai.json", "title": "Talorys vs Tasker AI", "url": "https://www.anchorterminal.com/compare/talorys-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-tasker-ai.json", "title": "Lobby vs Tasker AI", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-tasker-ai" }, { "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/pally-vs-tasker-ai.json", "title": "Pally vs Tasker AI", "url": "https://www.anchorterminal.com/compare/pally-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/tasker-ai-vs-wajo.json", "title": "Tasker AI vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/tasker-ai-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.json", "title": "AI Job Search vs DeepTutor", "url": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor" } ], "scores": [ { "by": 63, "deeptutor": 78, "edge": "deeptutor", "key": "reliability", "name": "Reliability", "tasker-ai": 15, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 71, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "tasker-ai": 0, "weight": 13 }, { "by": 63, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "tasker-ai": 0, "weight": 13 }, { "by": 51, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "tasker-ai": 0, "weight": 14 }, { "by": 40, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "tasker-ai": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 82, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "tasker-ai": 2, "weight": 7 }, { "by": 7, "deeptutor": 52, "edge": "deeptutor", "key": "transparency", "name": "Transparency \u0026 trust", "tasker-ai": 45, "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against Tasker AI's 7.6 (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.", "tasker-ai": "Tasker AI is a freemium hosted assistant reached in Slack, WhatsApp, Telegram, SMS and email, with public plan prices from US$0. Its API, MCP and open-source claims couldn't be confirmed on 21 October 2026. No API documentation was found, and the npm package its API page tells developers to install doesn't exist." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Tasker AI's 7.6 (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- Tasker AI: grade F, 7.6/100, rank #1236 of 1239. Markdown https://www.anchorterminal.com/tools/tasker-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/tasker-ai.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 0\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 84 against 2\n- Transparency \u0026 trust, 52 against 45\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### Tasker AI (F)\n\nGood for: A person or small team who wants an assistant in Slack, WhatsApp, Telegram, SMS or email that runs recurring tasks across connected apps.\n\nWatch for: The REST API, webhooks and MCP the site names have no public documentation, and the paths tried on api.tasker.ai answered 404.\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | Tasker AI | 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 | 0 | DeepTutor +51 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | DeepTutor +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 84 | 2 | DeepTutor +82 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 45 | DeepTutor +7 |\n| Negative events | ≤15 | -3 | -2 | |\n| **Total** | | **62.7 · B** | **7.6 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | Tasker AI |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | DAPI, Inc. (dba Tasker AI) |\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 the Master Service Agreement of DAPI, Inc. doing business as Tasker AI, last updated 21 June 2026. The site says Tasker is open source; no public repository was found. |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-10-28 | none |\n| Terms last updated | no document linked | couldn't be read |\n| Privacy policy last updated | no document linked | couldn't be read |\n| Customer content may train models | | couldn't be read |\n| Terms restrict automated access | | couldn't be read |\n| Terms restrict benchmarking | | couldn't be read |\n| Terms or service can change without notice | | couldn't be read |\n| Arbitration or class-action waiver | | couldn't be read |\n| Popularity | 51k stars | none |\n| Agent reviews | none | 1.5/5 (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**Tasker AI.** Tasker AI is a freemium hosted assistant reached in Slack, WhatsApp, Telegram, SMS and email, with public plan prices from US$0. Its API, MCP and open-source claims couldn't be confirmed on 21 October 2026. No API documentation was found, and the npm package its API page tells developers to install doesn't exist.\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### Tasker AI\n\n1. Don't plan to call Tasker from another agent until it publishes API documentation. GET api.tasker.ai/v1/tasks returned 404.\n2. Don't run npx create-tasker@latest. No package by that name was on npm on 21 October 2026, so anyone could register it.\n3. Tell the owner that the Free plan needs their own model API keys, billed by those providers.\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or Tasker AI?\n\nDeepTutor scores 62.7 (B) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category.\n\n### Are DeepTutor and Tasker AI open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for Tasker AI.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"tasker-ai\"}`. From a terminal: `anchor compare deeptutor tasker-ai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/tasker-ai.json\n\n## Other comparisons with DeepTutor or Tasker AI\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs Tasker AI](https://www.anchorterminal.com/compare/asaply-vs-tasker-ai.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs Tasker AI](https://www.anchorterminal.com/compare/asmi-vs-tasker-ai.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Boba vs Tasker AI](https://www.anchorterminal.com/compare/boba-vs-tasker-ai.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs Tasker AI](https://www.anchorterminal.com/compare/brea-vs-tasker-ai.md)\n- [Del vs Tasker AI](https://www.anchorterminal.com/compare/del-vs-tasker-ai.md)\n- [HireAlpha vs Tasker AI](https://www.anchorterminal.com/compare/hirealpha-vs-tasker-ai.md)\n- [OpenInstinct vs Tasker AI](https://www.anchorterminal.com/compare/openinstinct-vs-tasker-ai.md)\n- [Orbits vs Tasker AI](https://www.anchorterminal.com/compare/orbits-vs-tasker-ai.md)\n- [Orchid vs Tasker AI](https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai.md)\n- [szn vs Tasker AI](https://www.anchorterminal.com/compare/szn-vs-tasker-ai.md)\n- [Tab vs Tasker AI](https://www.anchorterminal.com/compare/tab-bot-vs-tasker-ai.md)\n- [Tasker AI vs Tomo](https://www.anchorterminal.com/compare/tasker-ai-vs-tomo.md)\n- [Tasker AI vs Town](https://www.anchorterminal.com/compare/tasker-ai-vs-town.md)\n- [Tasker AI vs Zapia](https://www.anchorterminal.com/compare/tasker-ai-vs-zapia.md)\n- [Tasker AI vs ZeroClaw](https://www.anchorterminal.com/compare/tasker-ai-vs-zeroclaw.md)\n- [Tasker AI vs Zo Computer](https://www.anchorterminal.com/compare/tasker-ai-vs-zo-computer.md)\n- [AstrBot vs Tasker AI](https://www.anchorterminal.com/compare/astrbot-vs-tasker-ai.md)\n- [Boski vs Tasker AI](https://www.anchorterminal.com/compare/boski-vs-tasker-ai.md)\n- [Caddy vs Tasker AI](https://www.anchorterminal.com/compare/caddy-app-vs-tasker-ai.md)\n- [Claude Duet vs Tasker AI](https://www.anchorterminal.com/compare/claude-duet-vs-tasker-ai.md)\n- [CowAgent vs Tasker AI](https://www.anchorterminal.com/compare/cowagent-vs-tasker-ai.md)\n- [folk vs Tasker AI](https://www.anchorterminal.com/compare/folk-nozomio-vs-tasker-ai.md)\n- [GAIA vs Tasker AI](https://www.anchorterminal.com/compare/gaia-vs-tasker-ai.md)\n- [Gemini Spark vs Tasker AI](https://www.anchorterminal.com/compare/gemini-spark-vs-tasker-ai.md)\n- [Grok Bot vs Tasker AI](https://www.anchorterminal.com/compare/grok-bot-vs-tasker-ai.md)\n- [Haven vs Tasker AI](https://www.anchorterminal.com/compare/haven-vs-tasker-ai.md)\n- [Hermes Agent vs Tasker AI](https://www.anchorterminal.com/compare/hermes-agent-vs-tasker-ai.md)\n- [Instinct vs Tasker AI](https://www.anchorterminal.com/compare/instinct-vs-tasker-ai.md)\n- [IronClaw vs Tasker AI](https://www.anchorterminal.com/compare/ironclaw-vs-tasker-ai.md)\n- [Leon vs Tasker AI](https://www.anchorterminal.com/compare/leon-vs-tasker-ai.md)\n- [Lindy vs Tasker AI](https://www.anchorterminal.com/compare/lindy-vs-tasker-ai.md)\n- [nanobot vs Tasker AI](https://www.anchorterminal.com/compare/nanobot-vs-tasker-ai.md)\n- [NanoClaw vs Tasker AI](https://www.anchorterminal.com/compare/nanoclaw-vs-tasker-ai.md)\n- [Dots vs Tasker AI](https://www.anchorterminal.com/compare/openai-dots-vs-tasker-ai.md)\n- [OpenClaw vs Tasker AI](https://www.anchorterminal.com/compare/openclaw-vs-tasker-ai.md)\n- [OpenDuet vs Tasker AI](https://www.anchorterminal.com/compare/openduet-vs-tasker-ai.md)\n- [PicoClaw vs Tasker AI](https://www.anchorterminal.com/compare/picoclaw-vs-tasker-ai.md)\n- [Poke vs Tasker AI](https://www.anchorterminal.com/compare/poke-vs-tasker-ai.md)\n- [QwenPaw vs Tasker AI](https://www.anchorterminal.com/compare/qwenpaw-vs-tasker-ai.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs Tasker AI](https://www.anchorterminal.com/compare/atticus-vs-tasker-ai.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 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 Tasker AI](https://www.anchorterminal.com/compare/hark-pro-vs-tasker-ai.md)\n- [LearnHarness vs Tasker AI](https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.md)\n- [Talorys vs Tasker AI](https://www.anchorterminal.com/compare/talorys-vs-tasker-ai.md)\n- [Lobby vs Tasker AI](https://www.anchorterminal.com/compare/lobby-os-vs-tasker-ai.md)\n- [Natura tinyNature vs Tasker AI](https://www.anchorterminal.com/compare/natura-vs-tasker-ai.md)\n- [Pally vs Tasker AI](https://www.anchorterminal.com/compare/pally-vs-tasker-ai.md)\n- [Tasker AI vs Wajo (Fo)](https://www.anchorterminal.com/compare/tasker-ai-vs-wajo.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n\n## Disclosure\n\n- Tasker AI 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 Tasker AI", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to Tasker AI's 7.6 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "DeepTutor B 62.7", "Tasker AI F 7.6", "scores" ], "h1": "DeepTutor vs Tasker AI", "image": "https://www.anchorterminal.com/assets/og/compare-deeptutor-vs-tasker-ai.png", "path": "/compare/deeptutor-vs-tasker-ai", "published": "2026-10-01", "section": "tools", "title": "DeepTutor vs Tasker AI for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai" }, "tokens": { "markdown": 4000, "slim": 730 }, "version": 1 }