{ "data": { "a": { "slug": "folk-nozomio", "name": "folk", "vendor": "Nozomio, Inc.", "vendorUrl": "https://www.folk.com", "kind": "platform", "category": "personal-assistants", "summary": "folk is an AI assistant that texts its owner over iMessage, Telegram and WhatsApp to keep habits, workouts, study and money goals on track. Each user gets a cloud computer, persistent memory and connected apps.", "url": "https://www.anchorterminal.com/tools/folk-nozomio", "markdownUrl": "https://www.anchorterminal.com/tools/folk-nozomio.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/folk-nozomio.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/folk-nozomio.json", "license": "Closed service under folk's terms (Nozomio, Inc., last updated 8 September 2026).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "Sign-up at folk.com, then folk is a contact in iMessage, Telegram or WhatsApp (https://www.folk.com/llms.txt). Google apps can be connected with read-only access, so folk can see but never send, edit or delete, and banks connect read-only through Plaid (https://www.folk.com/privacy and https://www.folk.com/llms.txt). Owners can bring their own Anthropic, OpenAI or OpenRouter keys (https://www.folk.com/pricing.md).", "pricing": "freemium", "pricingNotes": "Free at $0 \"forever. No card\", with unlimited messages under fair use, 3 background jobs and 10 minutes of calls a week. Pro is $9.99 a month or $99.99 a year, $5 a month in many countries, with unlimited background jobs and 120 minutes of calls a month (https://www.folk.com/pricing.md, checked 14 October 2026). The terms list folk max at $99.99 a month or $799.99 a year on the US App Store (https://www.folk.com/terms). llms.txt gives the free tier as 20 messages a day and Max as $100 a month.", "priceSummary": "$9.99 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on folk.com, llms.txt, pricing.md or the terms, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "docsUrl": "https://www.folk.com/docs", "llmsTxt": "https://www.folk.com/llms.txt", "capabilities": [ "assistant.proactive", "assistant.messaging", "assistant.accounts", "assistant.memory", "messaging.rcs", "messaging.whatsapp", "messaging.inbound", "mailbox.read", "mailbox.send", "calendar.write", "browser.hosted", "voice.calls", "memory.user", "tasks.create", "agent.mcp-client" ], "tags": [ "hosted", "official", "closed-source", "freemium", "free-tier", "no-card", "security-txt", "llms-txt", "ios" ], "lastRelease": "2026-10-12", "graded": true, "disclosure": "folk 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": 19.7, "grade": "F", "agentReady": false, "rank": 1189, "ranked": true, "rankOf": 1239, "categoryRank": 37, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 35, "payments": 30, "reliability": 25, "schema": 10, "security": 3, "transparency": 66 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "folk is a texting accountability assistant with its own cloud computer, a free tier with no card and a privacy policy that rules out training on user data. No outside agent can call it, no status page or changelog was found, and its llms.txt and pricing file disagree on free limits and Max's price.", "bestFor": "People who want a texting companion for habits, workouts, study and money goals, with a free tier.", "disclosure": "folk competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "strengths": [ "Free forever with no card, per pricing.md.", "The privacy policy says data is never sold or used to train AI models.", "The subprocessor page names each provider with its region.", "Google apps can connect read-only, and folk says it never moves money on its own.", "security.txt is published and valid to 13 April 2027." ], "weaknesses": [ "No API, MCP server or A2A endpoint for an outside agent.", "llms.txt gives 20 messages a day and Max at $100, while pricing.md says unlimited messages and the terms say $99.99.", "llms.txt says there's no App Store app, while the App Store lists folk's iOS app since 7 October 2026.", "No status page or changelog found.", "security.txt names only a general support address." ], "agentNotes": [ "Don't plan to call folk from another agent. It answers only the owner's iMessage, Telegram or WhatsApp thread and iPhone app.", "Quote limits and prices from pricing.md and the terms, and note that llms.txt gives different free-tier limits." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2.8, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 19.7 } ], "editorialScores": { "ergonomics": 0, "maintenance": 35, "payments": 30, "reliability": 25, "schema": 10, "security": 3, "transparency": 57 }, "provenanceScore": 75, "checked": { "categories": { "ergonomics": "2026-10-14", "maintenance": "2026-10-14", "payments": "2026-10-14", "reliability": "2026-10-14", "schema": "2026-10-14", "security": "2026-10-14", "transparency": "2026-10-14" }, "last": "2026-10-14", "lastMoved": "2026-10-30", "oldest": "2026-10-14", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.proactive", "tool": "https://letme.dev/folk-nozomio" }, "area": "frameworks", "unitPrices": [ { "item": "folk Pro", "unit": "month", "usd": 9.99, "note": "Or $99.99 a year. $5 a month in many countries. Checked 14 October 2026." }, { "item": "folk Max (US App Store)", "unit": "month", "usd": 99.99, "note": "Or $799.99 a year, per the terms." } ], "provenance": { "legalEntity": "Nozomio, Inc.", "domain": "folk.com", "domainRegistered": "1995-07-30", "endpointOnVendorDomain": null, "terms": "https://www.folk.com/terms", "privacy": "https://www.folk.com/privacy", "statusPage": "", "changelog": "", "securityTxt": "valid", "checked": "2026-10-14", "notes": [ "The terms name Nozomio, Inc. and were last updated on 8 September 2026, governed by Delaware law. llms.txt calls the maker Nozomio Labs.", "security.txt is valid until 13 April 2027.", "No status page or changelog was found.", "The folk CRM at folk.app is a different company and product (data/tools/folk.json).", "RDAP gives a registration date of 1995-07-30 for folk.com, which predates the company." ], "score": 75 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/folk-nozomio.json", "live": { "slug": "folk-nozomio", "securityTxt": { "url": "https://folk.com/.well-known/security.txt", "state": "valid", "expires": "2027-04-30T15:39:11.441Z", "checkedAt": "2026-10-30T15:39:11.079078559Z" }, "llmsTxt": { "url": "https://www.folk.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:07:29.091620424Z" }, "domain": { "domain": "folk.com", "registered": "1995-07-30", "source": "https://rdap.verisign.com/com/v1/domain/folk.com", "checkedAt": "2026-10-25T13:47:51.897899665Z" }, "pages": [ { "url": "https://www.folk.com/pricing.md", "kind": "pricing", "status": 200, "checkedAt": "2026-10-30T05:55:24.522688659Z", "changedAt": "2026-10-22T01:32:01.486744041Z", "fingerprint": "3cbe8f820d7f" }, { "url": "https://www.folk.com/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:55:26.831267122Z", "changedAt": "2026-10-30T05:55:26.831267122Z", "fingerprint": "1f8eda8f1dc5" }, { "url": "https://www.folk.com/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:55:29.347728669Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "a04f3d260636" } ], "updatedAt": "2026-10-30T15:39:11.079078559Z" } }, "answer": "LearnHarness scores 59.3 (C) on agent readiness against folk's 19.7 (F), and leads in 6 of 7 scored categories. folk leads on transparency \u0026 trust.", "b": { "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" }, "facts": [ { "a": "Platform", "b": "Agent harness", "name": "Kind" }, { "a": "Nozomio, Inc.", "b": "Amos Blomqvist", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "OAuth or key", "b": "None", "name": "Auth" }, { "a": "Freemium", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Closed service under folk's terms (Nozomio, Inc., last updated 8 September 2026).", "b": "AGPL-3.0-only", "name": "Licence" }, { "a": "yes", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "2026-10-12", "b": "2026-10-29", "name": "Last release" }, { "a": "2026-09-08", "b": "no date given", "name": "Terms last updated" }, { "a": "2026-10-20", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "4.2k stars", "name": "Popularity" }, { "a": "2.8/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against folk's 19.7 (F), and leads in 6 of 7 scored categories. folk leads on transparency \u0026 trust.", "question": "Which is better for AI agents, folk or LearnHarness?" }, { "answer": "No open-source release is listed for folk. LearnHarness is open source (AGPL-3.0-only).", "question": "Are folk and LearnHarness open source?" } ], "goodFor": [ { "aheadOn": [ "Transparency \u0026 trust, 66 against 60" ], "also": null, "goodFor": "People who want a texting companion for habits, workouts, study and money goals, with a free tier.", "slug": "folk-nozomio", "watchFor": "No API, MCP server or A2A endpoint for an outside agent." }, { "aheadOn": [ "Reliability, 56 against 25", "Schema \u0026 documentation, 63 against 10", "Agent ergonomics, 60 against 0", "Security \u0026 auth, 52 against 3", "Payments \u0026 pricing, 60 against 30", "Maintenance \u0026 community, 71 against 35" ], "also": [ "No key needed to call it", "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" } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-folk-nozomio.json", "title": "asaply vs folk", "url": "https://www.anchorterminal.com/compare/asaply-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio.json", "title": "Asmi vs folk", "url": "https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-folk-nozomio.json", "title": "Boba vs folk", "url": "https://www.anchorterminal.com/compare/boba-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-folk-nozomio.json", "title": "Brea vs folk", "url": "https://www.anchorterminal.com/compare/brea-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/del-vs-folk-nozomio.json", "title": "Del vs folk", "url": "https://www.anchorterminal.com/compare/del-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-hirealpha.json", "title": "folk vs HireAlpha", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openinstinct.json", "title": "folk vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orbits.json", "title": "folk vs Orbits", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orchid-ai.json", "title": "folk vs Orchid", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-szn.json", "title": "folk vs szn", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tab-bot.json", "title": "folk vs Tab", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zapia.json", "title": "folk vs Zapia", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-folk-nozomio.json", "title": "AstrBot vs folk", "url": "https://www.anchorterminal.com/compare/astrbot-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-folk-nozomio.json", "title": "Boski vs folk", "url": "https://www.anchorterminal.com/compare/boski-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-folk-nozomio.json", "title": "Caddy vs folk", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-folk-nozomio.json", "title": "Claude Duet vs folk", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-folk-nozomio.json", "title": "CowAgent vs folk", "url": "https://www.anchorterminal.com/compare/cowagent-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-gaia.json", "title": "folk vs GAIA", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-gaia" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-gemini-spark.json", "title": "folk vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-grok-bot.json", "title": "folk vs Grok Bot", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-haven.json", "title": "folk vs Haven", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-hermes-agent.json", "title": "folk vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-instinct.json", "title": "folk vs Instinct", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-ironclaw.json", "title": "folk vs IronClaw", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-leon.json", "title": "folk vs Leon", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-lindy.json", "title": "folk vs Lindy", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-lobby-os.json", "title": "folk vs Lobby", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-nanobot.json", "title": "folk vs nanobot", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-nanoclaw.json", "title": "folk vs NanoClaw", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openai-dots.json", "title": "folk vs Dots", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openclaw.json", "title": "folk vs OpenClaw", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openduet.json", "title": "folk vs OpenDuet", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-picoclaw.json", "title": "folk vs PicoClaw", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-poke.json", "title": "folk vs Poke", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-qwenpaw.json", "title": "folk vs QwenPaw", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-qwenpaw" }, { "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/folk-nozomio-vs-town.json", "title": "folk vs Town", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-town" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zeroclaw.json", "title": "folk vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zo-computer.json", "title": "folk vs Zo Computer", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-zo-computer" }, { "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-folk-nozomio.json", "title": "Atticus vs folk", "url": "https://www.anchorterminal.com/compare/atticus-vs-folk-nozomio" }, { "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/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-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-learnharness.json", "title": "DeepTutor vs LearnHarness", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness" }, { "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-hark-pro.json", "title": "folk vs Hark Pro", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-talorys.json", "title": "folk vs Talorys", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-talorys" }, { "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/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-tasker-ai.json", "title": "LearnHarness vs Tasker AI", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai" }, { "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/folk-nozomio-vs-natura.json", "title": "folk vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-pally.json", "title": "folk vs Pally", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tomo.json", "title": "folk vs Tomo", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-wajo.json", "title": "folk vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/folk-nozomio-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": 31, "edge": "learnharness", "folk-nozomio": 25, "key": "reliability", "learnharness": 56, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 53, "edge": "learnharness", "folk-nozomio": 10, "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 60, "edge": "learnharness", "folk-nozomio": 0, "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "weight": 13 }, { "by": 49, "edge": "learnharness", "folk-nozomio": 3, "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "weight": 14 }, { "by": 30, "edge": "learnharness", "folk-nozomio": 30, "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 36, "edge": "learnharness", "folk-nozomio": 35, "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 6, "edge": "folk-nozomio", "folk-nozomio": 66, "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against folk's 19.7 (F), and leads in 6 of 7 scored categories. folk leads on transparency \u0026 trust. Both do assistants that remember you.", "tutorials": [], "verdicts": { "folk-nozomio": "folk is a texting accountability assistant with its own cloud computer, a free tier with no card and a privacy policy that rules out training on user data. No outside agent can call it, no status page or changelog was found, and its llms.txt and pricing file disagree on free limits and Max's price.", "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." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness", "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against folk's 19.7 (F), and leads in 6 of 7 scored categories. folk leads on transparency \u0026 trust. Both do assistants that remember you.\n\n- folk: grade F, 19.7/100, rank #1189 of 1239. Markdown https://www.anchorterminal.com/tools/folk-nozomio.md · JSON https://www.anchorterminal.com/api/v1/tools/folk-nozomio.json\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- 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### folk (F)\n\nGood for: People who want a texting companion for habits, workouts, study and money goals, with a free tier.\n\nAhead on:\n- Transparency \u0026 trust, 66 against 60\n\nWatch for: No API, MCP server or A2A endpoint for an outside agent.\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 25\n- Schema \u0026 documentation, 63 against 10\n- Agent ergonomics, 60 against 0\n- Security \u0026 auth, 52 against 3\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 71 against 35\n\nAlso in its favour:\n- No key needed to call it\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\n## Score by category\n\n| Category | Weight | folk | LearnHarness | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 25 | 56 | LearnHarness +31 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 10 | 63 | LearnHarness +53 |\n| Agent ergonomics | 13% (16.2 this run) | 0 | 60 | LearnHarness +60 |\n| Security \u0026 auth | 14% (17.5 this run) | 3 | 52 | LearnHarness +49 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 60 | LearnHarness +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 35 | 71 | LearnHarness +36 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 66 | 60 | folk +6 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **19.7 · F** | **59.3 · C** | |\n\n## Facts side by side\n\n| Fact | folk | LearnHarness |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | Nozomio, Inc. | Amos Blomqvist |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | OAuth or key | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Closed service under folk's terms (Nozomio, Inc., last updated 8 September 2026). | AGPL-3.0-only |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-12 | 2026-10-29 |\n| Terms last updated | 2026-09-08 | no date given |\n| Privacy policy last updated | 2026-10-20 | no document linked |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | none | 4.2k stars |\n| Agent reviews | 2.8/5 (4) | none |\n\n## Verdicts\n\n**folk.** folk is a texting accountability assistant with its own cloud computer, a free tier with no card and a privacy policy that rules out training on user data. No outside agent can call it, no status page or changelog was found, and its llms.txt and pricing file disagree on free limits and Max's price.\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## Before you call either\n\n### folk\n\n1. Don't plan to call folk from another agent. It answers only the owner's iMessage, Telegram or WhatsApp thread and iPhone app.\n2. Quote limits and prices from pricing.md and the terms, and note that llms.txt gives different free-tier limits.\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## Questions\n\n### Which is better for AI agents, folk or LearnHarness?\n\nLearnHarness scores 59.3 (C) on agent readiness against folk's 19.7 (F), and leads in 6 of 7 scored categories. folk leads on transparency \u0026 trust.\n\n### Are folk and LearnHarness open source?\n\nNo open-source release is listed for folk. LearnHarness is open source (AGPL-3.0-only).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.json, and with the fewest tokens: https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"folk-nozomio\", \"b\": \"learnharness\"}`. From a terminal: `anchor compare folk-nozomio learnharness`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/folk-nozomio.json and https://www.anchorterminal.com/api/v1/tools/learnharness.json\n\n## Other comparisons with folk or LearnHarness\n\n- [asaply vs folk](https://www.anchorterminal.com/compare/asaply-vs-folk-nozomio.md)\n- [Asmi vs folk](https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio.md)\n- [Boba vs folk](https://www.anchorterminal.com/compare/boba-vs-folk-nozomio.md)\n- [Brea vs folk](https://www.anchorterminal.com/compare/brea-vs-folk-nozomio.md)\n- [Del vs folk](https://www.anchorterminal.com/compare/del-vs-folk-nozomio.md)\n- [folk vs HireAlpha](https://www.anchorterminal.com/compare/folk-nozomio-vs-hirealpha.md)\n- [folk vs OpenInstinct](https://www.anchorterminal.com/compare/folk-nozomio-vs-openinstinct.md)\n- [folk vs Orbits](https://www.anchorterminal.com/compare/folk-nozomio-vs-orbits.md)\n- [folk vs Orchid](https://www.anchorterminal.com/compare/folk-nozomio-vs-orchid-ai.md)\n- [folk vs szn](https://www.anchorterminal.com/compare/folk-nozomio-vs-szn.md)\n- [folk vs Tab](https://www.anchorterminal.com/compare/folk-nozomio-vs-tab-bot.md)\n- [folk vs Zapia](https://www.anchorterminal.com/compare/folk-nozomio-vs-zapia.md)\n- [AstrBot vs folk](https://www.anchorterminal.com/compare/astrbot-vs-folk-nozomio.md)\n- [Boski vs folk](https://www.anchorterminal.com/compare/boski-vs-folk-nozomio.md)\n- [Caddy vs folk](https://www.anchorterminal.com/compare/caddy-app-vs-folk-nozomio.md)\n- [Claude Duet vs folk](https://www.anchorterminal.com/compare/claude-duet-vs-folk-nozomio.md)\n- [CowAgent vs folk](https://www.anchorterminal.com/compare/cowagent-vs-folk-nozomio.md)\n- [folk vs GAIA](https://www.anchorterminal.com/compare/folk-nozomio-vs-gaia.md)\n- [folk vs Gemini Spark](https://www.anchorterminal.com/compare/folk-nozomio-vs-gemini-spark.md)\n- [folk vs Grok Bot](https://www.anchorterminal.com/compare/folk-nozomio-vs-grok-bot.md)\n- [folk vs Haven](https://www.anchorterminal.com/compare/folk-nozomio-vs-haven.md)\n- [folk vs Hermes Agent](https://www.anchorterminal.com/compare/folk-nozomio-vs-hermes-agent.md)\n- [folk vs Instinct](https://www.anchorterminal.com/compare/folk-nozomio-vs-instinct.md)\n- [folk vs IronClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-ironclaw.md)\n- [folk vs Leon](https://www.anchorterminal.com/compare/folk-nozomio-vs-leon.md)\n- [folk vs Lindy](https://www.anchorterminal.com/compare/folk-nozomio-vs-lindy.md)\n- [folk vs Lobby](https://www.anchorterminal.com/compare/folk-nozomio-vs-lobby-os.md)\n- [folk vs nanobot](https://www.anchorterminal.com/compare/folk-nozomio-vs-nanobot.md)\n- [folk vs NanoClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-nanoclaw.md)\n- [folk vs Dots](https://www.anchorterminal.com/compare/folk-nozomio-vs-openai-dots.md)\n- [folk vs OpenClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-openclaw.md)\n- [folk vs OpenDuet](https://www.anchorterminal.com/compare/folk-nozomio-vs-openduet.md)\n- [folk vs PicoClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-picoclaw.md)\n- [folk vs Poke](https://www.anchorterminal.com/compare/folk-nozomio-vs-poke.md)\n- [folk vs QwenPaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-qwenpaw.md)\n- [folk vs Tasker AI](https://www.anchorterminal.com/compare/folk-nozomio-vs-tasker-ai.md)\n- [folk vs Town](https://www.anchorterminal.com/compare/folk-nozomio-vs-town.md)\n- [folk vs ZeroClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-zeroclaw.md)\n- [folk vs Zo Computer](https://www.anchorterminal.com/compare/folk-nozomio-vs-zo-computer.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 folk](https://www.anchorterminal.com/compare/atticus-vs-folk-nozomio.md)\n- [Atticus vs LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.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 folk](https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [Del vs LearnHarness](https://www.anchorterminal.com/compare/del-vs-learnharness.md)\n- [folk vs Hark Pro](https://www.anchorterminal.com/compare/folk-nozomio-vs-hark-pro.md)\n- [folk vs Talorys](https://www.anchorterminal.com/compare/folk-nozomio-vs-talorys.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- [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 Tasker AI](https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.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- [folk vs Natura tinyNature](https://www.anchorterminal.com/compare/folk-nozomio-vs-natura.md)\n- [folk vs Pally](https://www.anchorterminal.com/compare/folk-nozomio-vs-pally.md)\n- [folk vs Tomo](https://www.anchorterminal.com/compare/folk-nozomio-vs-tomo.md)\n- [folk vs Wajo (Fo)](https://www.anchorterminal.com/compare/folk-nozomio-vs-wajo.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n\n## Disclosure\n\n- folk 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": "folk vs LearnHarness", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to folk's 19.7 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "folk F 19.7", "LearnHarness C 59.3", "scores" ], "h1": "folk vs LearnHarness", "image": "https://www.anchorterminal.com/assets/og/compare-folk-nozomio-vs-learnharness.png", "path": "/compare/folk-nozomio-vs-learnharness", "published": "2026-10-01", "section": "tools", "title": "folk vs LearnHarness for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness" }, "tokens": { "markdown": 3950, "slim": 580 }, "version": 1 }