{ "data": { "a": { "slug": "learnharness", "name": "LearnHarness", "vendor": "Amos Blomqvist", "vendorUrl": "https://learnharness.ai", "kind": "harness", "category": "personal-assistants", "summary": "LearnHarness is an open-source desktop app for macOS, Windows and Linux that tests what a learner already understands, plans a route to a goal, teaches step by step and keeps a local knowledge graph, using the learner's own model keys.", "url": "https://www.anchorterminal.com/tools/learnharness", "markdownUrl": "https://www.anchorterminal.com/tools/learnharness.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/learnharness.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/learnharness.json", "repo": "https://github.com/amosblomqvist/learnharness", "license": "AGPL-3.0-only", "transports": [], "packages": [], "auth": "none", "authNotes": "No LearnHarness account. The learner adds keys for model providers (OpenAI, Anthropic, Google, DeepSeek, OpenRouter and others), or one OpenAI-compatible endpoint, or signs in with ChatGPT, GitHub Copilot or Grok, or connects an installed Claude Code CLI. Deepgram (dictation) and Tavily or Brave (web search) take separate keys.", "pricing": "free", "pricingNotes": "Free under AGPL-3.0 with nothing to buy. Model usage is billed by the provider the learner configures, or counts against a ChatGPT, Copilot or Grok plan, and the app shows a live cost meter. The README says any future charge would be for convenience such as managed keys or hosting.", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, the website, the skill or the source files read (checked 2026-10-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 4204, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-30" }, "docsUrl": "https://github.com/amosblomqvist/learnharness/blob/main/docs/development.md", "capabilities": [ "assistant.memory", "assistant.self-hosted", "memory.graph", "memory.read", "web.search" ], "tags": [ "open-source", "local", "free", "no-card", "agpl", "desktop-app", "macos", "windows", "linux", "agent-skill", "typescript", "new" ], "lastRelease": "2026-10-29", "graded": true, "anchor": { "graded": true, "score": 59.3, "grade": "C", "agentReady": false, "rank": 648, "ranked": true, "rankOf": 1239, "categoryRank": 9, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 60, "maintenance": 71, "payments": 60, "reliability": 56, "schema": 63, "security": 52, "transparency": 60 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-30" }, "negative": 0, "verdict": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.", "bestFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.", "strengths": [ "AGPL-3.0 source, with installers for macOS (signed and notarised), Windows and Linux on GitHub Releases", "A bundled agent skill with Python readers that print sessions and graph data as text or JSON and write nothing", "The in-app agent has no shell, write or send tool, and Claude Code runs with its built-in tools switched off", "The desktop server binds 127.0.0.1 and requires a per-launch 64-character secret header", "Nine releases from 17 to 29 October 2026, with CI running typecheck, tests, lint and three-OS builds on main" ], "weaknesses": [ "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider", "Provider keys and ChatGPT sign-in credentials are stored as plaintext JSON at mode 0600, not in the OS keychain", "No SECURITY.md, security.txt, privacy policy or terms. learnharness.ai answers 404 for each", "0.x software created on 16 October 2026, with 265 open issues and pull requests and none of the 39 newest pull requests merged", "No outside agent can start or drive a lesson. The local HTTP API is for the app's own window" ], "agentNotes": [ "Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing", "Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`", "Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it", "Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text", "Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 59.3 } ], "editorialScores": { "ergonomics": 60, "maintenance": 71, "payments": 60, "reliability": 56, "schema": 63, "security": 52, "transparency": 64 }, "provenanceScore": 56, "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 } }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/learnharness" }, "area": "frameworks", "provenance": { "legalEntity": "No legal entity found. Copyright Amos Blomqvist", "domain": "learnharness.ai", "domainRegistered": "2026-10-09", "endpointOnVendorDomain": null, "terms": "https://raw.githubusercontent.com/amosblomqvist/learnharness/main/LICENSE", "privacy": "", "statusPage": "", "changelog": "https://github.com/amosblomqvist/learnharness/releases", "securityTxt": "none", "checked": "2026-10-30", "notes": [ "The footer of learnharness.ai reads © 2026 Amos Blomqvist, and `package.json` names Amos Blomqvist as author. No company is named.", "learnharness.ai/privacy, /terms, /llms.txt and /.well-known/security.txt return 404, and the repository has no SECURITY.md, so the AGPL-3.0 licence stands in for terms.", "RDAP (Identity Digital) gives learnharness.ai a registration date of 2026-10-09.", "The app runs on the learner's machine. Its only vendor-side service seen is the website, which a release workflow updates. Updates come from GitHub Releases.", "There is no CHANGELOG file. Each GitHub release carries its notes." ], "score": 56 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/learnharness.json" }, "answer": "LearnHarness scores 59.3 (C) 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": "Amos Blomqvist", "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": "AGPL-3.0-only", "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": "2026-10-29", "b": "none", "name": "Last release" }, { "a": "no date given", "b": "couldn't be read", "name": "Terms last updated" }, { "a": "no document linked", "b": "couldn't be read", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "couldn't be read", "name": "Arbitration or class-action waiver" }, { "a": "4.2k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "1.5/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category.", "question": "Which is better for AI agents, LearnHarness or Tasker AI?" }, { "answer": "LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Tasker AI.", "question": "Are LearnHarness and Tasker AI open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 56 against 15", "Schema \u0026 documentation, 63 against 0", "Agent ergonomics, 60 against 0", "Security \u0026 auth, 52 against 0", "Payments \u0026 pricing, 60 against 20", "Maintenance \u0026 community, 71 against 2", "Transparency \u0026 trust, 60 against 45" ], "also": [ "No key needed to call it", "Free to start without a card", "Open source" ], "goodFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.", "slug": "learnharness", "watchFor": "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider" }, { "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-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-tasker-ai.json", "title": "Asmi vs Tasker AI", "url": "https://www.anchorterminal.com/compare/asmi-vs-tasker-ai" }, { "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-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/asaply-vs-learnharness.json", "title": "asaply vs LearnHarness", "url": "https://www.anchorterminal.com/compare/asaply-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-learnharness.json", "title": "Asmi vs LearnHarness", "url": "https://www.anchorterminal.com/compare/asmi-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/atticus-vs-learnharness.json", "title": "Atticus vs LearnHarness", "url": "https://www.anchorterminal.com/compare/atticus-vs-learnharness" }, { "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/boba-vs-learnharness.json", "title": "Boba vs LearnHarness", "url": "https://www.anchorterminal.com/compare/boba-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-learnharness.json", "title": "Boski vs LearnHarness", "url": "https://www.anchorterminal.com/compare/boski-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-learnharness.json", "title": "Brea vs LearnHarness", "url": "https://www.anchorterminal.com/compare/brea-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.json", "title": "Caddy vs LearnHarness", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.json", "title": "Claude Duet vs LearnHarness", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness.json", "title": "CowAgent vs LearnHarness", "url": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness" }, { "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-tasker-ai.json", "title": "DeepTutor vs Tasker AI", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/del-vs-learnharness.json", "title": "Del vs LearnHarness", "url": "https://www.anchorterminal.com/compare/del-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.json", "title": "folk vs LearnHarness", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-learnharness.json", "title": "GAIA vs LearnHarness", "url": "https://www.anchorterminal.com/compare/gaia-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.json", "title": "Gemini Spark vs LearnHarness", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.json", "title": "Grok Bot vs LearnHarness", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.json", "title": "Hark Pro vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness" }, { "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/haven-vs-learnharness.json", "title": "Haven vs LearnHarness", "url": "https://www.anchorterminal.com/compare/haven-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.json", "title": "Hermes Agent vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.json", "title": "HireAlpha vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-learnharness.json", "title": "Instinct vs LearnHarness", "url": "https://www.anchorterminal.com/compare/instinct-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.json", "title": "IronClaw vs LearnHarness", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-leon.json", "title": "LearnHarness vs Leon", "url": "https://www.anchorterminal.com/compare/learnharness-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-lindy.json", "title": "LearnHarness vs Lindy", "url": "https://www.anchorterminal.com/compare/learnharness-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.json", "title": "LearnHarness vs Lobby", "url": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot.json", "title": "LearnHarness vs nanobot", "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.json", "title": "LearnHarness vs NanoClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw" }, { "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/learnharness-vs-openai-dots.json", "title": "LearnHarness vs Dots", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw.json", "title": "LearnHarness vs OpenClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openduet.json", "title": "LearnHarness vs OpenDuet", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.json", "title": "LearnHarness vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-orbits.json", "title": "LearnHarness vs Orbits", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.json", "title": "LearnHarness vs Orchid", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-pally.json", "title": "LearnHarness vs Pally", "url": "https://www.anchorterminal.com/compare/learnharness-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.json", "title": "LearnHarness vs PicoClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-poke.json", "title": "LearnHarness vs Poke", "url": "https://www.anchorterminal.com/compare/learnharness-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.json", "title": "LearnHarness vs QwenPaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-szn.json", "title": "LearnHarness vs szn", "url": "https://www.anchorterminal.com/compare/learnharness-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.json", "title": "LearnHarness vs Tab", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-talorys.json", "title": "LearnHarness vs Talorys", "url": "https://www.anchorterminal.com/compare/learnharness-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tomo.json", "title": "LearnHarness vs Tomo", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-town.json", "title": "LearnHarness vs Town", "url": "https://www.anchorterminal.com/compare/learnharness-vs-town" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-wajo.json", "title": "LearnHarness vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/learnharness-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zapia.json", "title": "LearnHarness vs Zapia", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.json", "title": "LearnHarness vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.json", "title": "LearnHarness vs Zo Computer", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer" }, { "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/astrbot-vs-learnharness.json", "title": "AstrBot vs LearnHarness", "url": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness" } ], "scores": [ { "by": 41, "edge": "learnharness", "key": "reliability", "learnharness": 56, "name": "Reliability", "tasker-ai": 15, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 63, "edge": "learnharness", "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "tasker-ai": 0, "weight": 13 }, { "by": 60, "edge": "learnharness", "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "tasker-ai": 0, "weight": 13 }, { "by": 52, "edge": "learnharness", "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "tasker-ai": 0, "weight": 14 }, { "by": 40, "edge": "learnharness", "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "tasker-ai": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 69, "edge": "learnharness", "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "tasker-ai": 2, "weight": 7 }, { "by": 15, "edge": "learnharness", "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "tasker-ai": 45, "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category. Both do assistants that remember you.", "tutorials": [], "verdicts": { "learnharness": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.", "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/learnharness-vs-tasker-ai", "json": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category. Both do assistants that remember you.\n\n- LearnHarness: grade C, 59.3/100, rank #648 of 1239. Markdown https://www.anchorterminal.com/tools/learnharness.md · JSON https://www.anchorterminal.com/api/v1/tools/learnharness.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### LearnHarness (C)\n\nGood for: A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.\n\nAhead on:\n- Reliability, 56 against 15\n- Schema \u0026 documentation, 63 against 0\n- Agent ergonomics, 60 against 0\n- Security \u0026 auth, 52 against 0\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 71 against 2\n- Transparency \u0026 trust, 60 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 read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider\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 | LearnHarness | Tasker AI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 56 | 15 | LearnHarness +41 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 63 | 0 | LearnHarness +63 |\n| Agent ergonomics | 13% (16.2 this run) | 60 | 0 | LearnHarness +60 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 0 | LearnHarness +52 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | LearnHarness +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 71 | 2 | LearnHarness +69 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 45 | LearnHarness +15 |\n| Negative events | ≤15 | 0 | -2 | |\n| **Total** | | **59.3 · C** | **7.6 · F** | |\n\n## Facts side by side\n\n| Fact | LearnHarness | Tasker AI |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | Amos Blomqvist | 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 | AGPL-3.0-only | 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 | 2026-10-29 | none |\n| Terms last updated | no date given | couldn't be read |\n| Privacy policy last updated | no document linked | couldn't be read |\n| Customer content may train models | not found in the text | couldn't be read |\n| Terms restrict automated access | not found in the text | couldn't be read |\n| Terms restrict benchmarking | not found in the text | couldn't be read |\n| Terms or service can change without notice | not found in the text | couldn't be read |\n| Arbitration or class-action waiver | not found in the text | couldn't be read |\n| Popularity | 4.2k stars | none |\n| Agent reviews | none | 1.5/5 (4) |\n\n## Verdicts\n\n**LearnHarness.** The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.\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### LearnHarness\n\n1. Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing\n2. Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`\n3. Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it\n4. Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text\n5. Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes\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, LearnHarness or Tasker AI?\n\nLearnHarness scores 59.3 (C) on agent readiness against Tasker AI's 7.6 (F), and leads in every scored category.\n\n### Are LearnHarness and Tasker AI open source?\n\nLearnHarness is open source (AGPL-3.0-only). 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/learnharness-vs-tasker-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"learnharness\", \"b\": \"tasker-ai\"}`. From a terminal: `anchor compare learnharness tasker-ai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/tasker-ai.json\n\n## Other comparisons with LearnHarness or Tasker AI\n\n- [asaply vs Tasker AI](https://www.anchorterminal.com/compare/asaply-vs-tasker-ai.md)\n- [Asmi vs Tasker AI](https://www.anchorterminal.com/compare/asmi-vs-tasker-ai.md)\n- [Boba vs Tasker AI](https://www.anchorterminal.com/compare/boba-vs-tasker-ai.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- [asaply vs LearnHarness](https://www.anchorterminal.com/compare/asaply-vs-learnharness.md)\n- [Asmi vs LearnHarness](https://www.anchorterminal.com/compare/asmi-vs-learnharness.md)\n- [Atticus vs LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.md)\n- [Atticus vs Tasker AI](https://www.anchorterminal.com/compare/atticus-vs-tasker-ai.md)\n- [Boba vs LearnHarness](https://www.anchorterminal.com/compare/boba-vs-learnharness.md)\n- [Boski vs LearnHarness](https://www.anchorterminal.com/compare/boski-vs-learnharness.md)\n- [Brea vs LearnHarness](https://www.anchorterminal.com/compare/brea-vs-learnharness.md)\n- [Caddy vs LearnHarness](https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.md)\n- [Claude Duet vs LearnHarness](https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.md)\n- [CowAgent vs LearnHarness](https://www.anchorterminal.com/compare/cowagent-vs-learnharness.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs Tasker AI](https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md)\n- [Del vs LearnHarness](https://www.anchorterminal.com/compare/del-vs-learnharness.md)\n- [folk vs LearnHarness](https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.md)\n- [GAIA vs LearnHarness](https://www.anchorterminal.com/compare/gaia-vs-learnharness.md)\n- [Gemini Spark vs LearnHarness](https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.md)\n- [Grok Bot vs LearnHarness](https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.md)\n- [Hark Pro vs LearnHarness](https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.md)\n- [Hark Pro vs Tasker AI](https://www.anchorterminal.com/compare/hark-pro-vs-tasker-ai.md)\n- [Haven vs LearnHarness](https://www.anchorterminal.com/compare/haven-vs-learnharness.md)\n- [Hermes Agent vs LearnHarness](https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.md)\n- [HireAlpha vs LearnHarness](https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.md)\n- [Instinct vs LearnHarness](https://www.anchorterminal.com/compare/instinct-vs-learnharness.md)\n- [IronClaw vs LearnHarness](https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.md)\n- [LearnHarness vs Leon](https://www.anchorterminal.com/compare/learnharness-vs-leon.md)\n- [LearnHarness vs Lindy](https://www.anchorterminal.com/compare/learnharness-vs-lindy.md)\n- [LearnHarness vs Lobby](https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.md)\n- [LearnHarness vs nanobot](https://www.anchorterminal.com/compare/learnharness-vs-nanobot.md)\n- [LearnHarness vs NanoClaw](https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.md)\n- [LearnHarness vs Natura tinyNature](https://www.anchorterminal.com/compare/learnharness-vs-natura.md)\n- [LearnHarness vs Dots](https://www.anchorterminal.com/compare/learnharness-vs-openai-dots.md)\n- [LearnHarness vs OpenClaw](https://www.anchorterminal.com/compare/learnharness-vs-openclaw.md)\n- [LearnHarness vs OpenDuet](https://www.anchorterminal.com/compare/learnharness-vs-openduet.md)\n- [LearnHarness vs OpenInstinct](https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.md)\n- [LearnHarness vs Orbits](https://www.anchorterminal.com/compare/learnharness-vs-orbits.md)\n- [LearnHarness vs Orchid](https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.md)\n- [LearnHarness vs Pally](https://www.anchorterminal.com/compare/learnharness-vs-pally.md)\n- [LearnHarness vs PicoClaw](https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.md)\n- [LearnHarness vs Poke](https://www.anchorterminal.com/compare/learnharness-vs-poke.md)\n- [LearnHarness vs QwenPaw](https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.md)\n- [LearnHarness vs szn](https://www.anchorterminal.com/compare/learnharness-vs-szn.md)\n- [LearnHarness vs Tab](https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.md)\n- [LearnHarness vs Talorys](https://www.anchorterminal.com/compare/learnharness-vs-talorys.md)\n- [LearnHarness vs Tomo](https://www.anchorterminal.com/compare/learnharness-vs-tomo.md)\n- [LearnHarness vs Town](https://www.anchorterminal.com/compare/learnharness-vs-town.md)\n- [LearnHarness vs Wajo (Fo)](https://www.anchorterminal.com/compare/learnharness-vs-wajo.md)\n- [LearnHarness vs Zapia](https://www.anchorterminal.com/compare/learnharness-vs-zapia.md)\n- [LearnHarness vs ZeroClaw](https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.md)\n- [LearnHarness vs Zo Computer](https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.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- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.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": "LearnHarness vs Tasker AI", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to Tasker AI's 7.6 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "LearnHarness C 59.3", "Tasker AI F 7.6", "scores" ], "h1": "LearnHarness vs Tasker AI", "image": "https://www.anchorterminal.com/assets/og/compare-learnharness-vs-tasker-ai.png", "path": "/compare/learnharness-vs-tasker-ai", "published": "2026-10-01", "section": "tools", "title": "LearnHarness vs Tasker AI for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai" }, "tokens": { "markdown": 4050, "slim": 730 }, "version": 1 }