{ "data": { "a": { "slug": "grok-bot", "name": "Grok Bot", "vendor": "Anysphere, Inc. (Cursor)", "vendorUrl": "https://x.ai/bot", "kind": "platform", "category": "personal-assistants", "summary": "Grok Bot is an agent app in which named Bots work on a persistent cloud computer with a browser, files and a terminal, use connected apps and websites, run routines, and can claim their own email address.", "url": "https://www.anchorterminal.com/tools/grok-bot", "markdownUrl": "https://www.anchorterminal.com/tools/grok-bot.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/grok-bot.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/grok-bot.json", "license": "Closed service under the Grok Bot Terms (last updated 12 October 2026), which supplement Anysphere's Cursor Terms of Service (last updated 3 September 2026).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "People sign in with a Cursor account, or with Sign in with Grok for a Grok Business seat, and can link a SuperGrok or X Premium+ subscription for usage (https://cursor.com/help/grok-bot/plans.md). Connected apps authorise through each provider's OAuth, and Google sees the app as Grok (https://cursor.com/help/grok-bot/connect-plugins.md). No API, MCP server or A2A endpoint for sending a Bot a task was found.", "pricing": "paid", "pricingNotes": "Included with Cursor Pro ($20 a month), Pro+ ($60), Ultra ($200) and Cursor Teams seats, or through a linked SuperGrok, SuperGrok Plus, SuperGrok Heavy or X Premium+ subscription, or a Grok Business seat. Usage resets weekly, on-demand usage beyond it is billed through Cursor, and a free trial is a usage credit with a 7-day window (https://cursor.com/help/grok-bot/plans.md and https://cursor.com/help/account-and-billing/pricing.md). The iOS app sells Pro at $25.99, Pro+ at $77.99 and Ultra at $259.99 (https://apps.apple.com/us/app/grok-bot/id6794501026), checked 12 October 2026.", "priceSummary": "$20 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found in the Grok Bot docs, checked 12 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-12" }, "docsUrl": "https://cursor.com/docs/grok-bot.md", "llmsTxt": "https://cursor.com/llms.txt", "capabilities": [ "assistant.proactive", "assistant.messaging", "assistant.accounts", "assistant.memory", "browser.hosted", "email.send", "email.inbound", "calendar.write", "agent.multi-agent", "memory.user", "notify.push" ], "tags": [ "hosted", "official", "closed-source", "paid", "llms-txt", "status-page", "security-txt", "enterprise", "ios" ], "lastRelease": "2026-10-06", "graded": true, "disclosure": "Grok Bot 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": 24.3, "grade": "F", "agentReady": false, "rank": 1175, "ranked": true, "rankOf": 1239, "categoryRank": 31, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 56, "payments": 30, "reliability": 30, "schema": 10, "security": 14, "transparency": 64 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-12" }, "negative": 0, "verdict": "Grok Bot is a hosted agent app included with Cursor and SuperGrok plans, with detailed published security controls and ISO 27001 coverage. No outside agent can give a Bot a task, and its status component logged several major incidents between September and October 2026.", "bestFor": "People already paying for Cursor or SuperGrok who want agents working across web apps, files and email from a cloud computer.", "disclosure": "Grok Bot 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": [ "Each risky action can be allowed once, always allowed or denied, and an Auto Review model checks risky actions before they run.", "Connector OAuth tokens stay on Cursor's backend and never reach the Bot's computer.", "Anysphere holds ISO/IEC 27001 and 42001 certifications with Grok Bot in the current scope.", "status.cursor.com has a dedicated Grok Bot component with dated incident history.", "Every docs and help page is served as Markdown, indexed from cursor.com/llms.txt." ], "weaknesses": [ "No API, MCP server or A2A endpoint lets an outside agent send a Bot a task.", "At least seven Grok Bot incidents of an hour or more between 3 September and 6 October 2026, the longest 6 hours 30 minutes.", "All of one person's Bots share one computer, which the terms say is not a security boundary.", "Audit logs, action recording and network controls are Enterprise only.", "No SLA and no Grok Bot changelog found." ], "agentNotes": [ "Don't plan to call Grok Bot from another agent. Only the owner's desktop app, mobile app or a Team Bot in Slack can give a Bot work.", "Treat mail from a mail.grokbot.com address as sent by an agent. Sending needs its owner's request or approval.", "Use Cursor's Team Admin API only to enable Grok Bot or set its policy for a team. It can't send tasks.", "Check status.cursor.com's Grok Bot component before relying on a running routine." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2.3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 24.3 } ], "editorialScores": { "ergonomics": 0, "maintenance": 56, "payments": 30, "reliability": 30, "schema": 10, "security": 14, "transparency": 43 }, "provenanceScore": 85, "checked": { "categories": { "ergonomics": "2026-10-12", "maintenance": "2026-10-12", "payments": "2026-10-12", "reliability": "2026-10-12", "schema": "2026-10-12", "security": "2026-10-12", "transparency": "2026-10-12" }, "last": "2026-10-12", "lastMoved": "2026-10-30", "oldest": "2026-10-12", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.proactive", "tool": "https://letme.dev/grok-bot" }, "sameCompany": [ "cursor-agent-sdk", "cursor-cli" ], "area": "frameworks", "unitPrices": [ { "item": "Cursor Pro (includes Grok Bot)", "unit": "month", "usd": 20, "note": "Weekly Grok Bot usage below Pro+. $25.99 through the iOS app." }, { "item": "Cursor Ultra (includes Grok Bot)", "unit": "month", "usd": 200, "note": "Highest weekly Grok Bot usage. $259.99 through the iOS app." } ], "provenance": { "legalEntity": "Anysphere, Inc.", "domain": "cursor.com", "domainRegistered": "1995-12-20", "endpointOnVendorDomain": null, "terms": "https://cursor.com/terms/grok-bot", "privacy": "https://cursor.com/privacy", "statusPage": "https://status.cursor.com", "changelog": "", "securityTxt": "valid", "checked": "2026-10-12", "notes": [ "The Grok Bot Terms are dated 12 October 2026. The Cursor privacy policy (last updated 11 October 2026) names Anysphere, Inc.", "cursor.com/.well-known/security.txt prefers reports through github.com/getcursor/cursor/security, with security-reports@cursor.com as a secondary contact. It has no Expires line, which RFC 9116 requires. The site's tracker reads a file with a Contact and no Expires as valid, as on the Cursor CLI listing.", "status.cursor.com has a Grok Bot component and lists a resolved incident affecting Cloud Agents and Grok Bot sessions.", "No Grok Bot changelog was found on cursor.com. x.ai/bot and grokbot.com returned 403 or reset the connection.", "The legal entity behind the x.ai/bot page and the App Store seller (X Corp.) differ from the terms' contracting party. The relationship was not established from a first-hand page." ], "score": 85 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/grok-bot.json", "live": { "slug": "grok-bot", "vendorStatus": { "page": "https://status.cursor.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-31T00:20:41.687006744Z" }, "securityTxt": { "url": "https://cursor.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-10-30T15:38:51.842905371Z" }, "llmsTxt": { "url": "https://cursor.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:07:37.391167282Z" }, "domain": { "domain": "cursor.com", "registered": "1995-12-20", "source": "https://rdap.verisign.com/com/v1/domain/cursor.com", "checkedAt": "2026-10-25T13:57:52.244548484Z" }, "pages": [ { "url": "https://cursor.com/help/account-and-billing/pricing.md", "kind": "pricing", "status": 404, "checkedAt": "2026-10-30T05:34:03.119215251Z", "changedAt": "0001-01-01T00:00:00Z" }, { "url": "https://cursor.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-12T19:47:24.776638334Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "bd4db29401a6" }, { "url": "https://cursor.com/en-US/terms/grok-bot", "kind": "terms", "status": 200, "checkedAt": "2026-10-12T19:47:22.814233259Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "d217407109c9" }, { "url": "https://cursor.com/terms/grok-bot", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:34:08.351918205Z", "changedAt": "2026-10-21T00:22:08.951689284Z", "fingerprint": "ba44fbfeec4d" } ], "updatedAt": "2026-10-31T00:20:41.687006744Z" } }, "answer": "LearnHarness scores 59.3 (C) on agent readiness against Grok Bot's 24.3 (F), and leads in 6 of 7 scored categories.", "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": "Anysphere, Inc. (Cursor)", "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": "Paid", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Closed service under the Grok Bot Terms (last updated 12 October 2026), which supplement Anysphere's Cursor Terms of Service (last updated 3 September 2026).", "b": "AGPL-3.0-only", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "2026-10-06", "b": "2026-10-29", "name": "Last release" }, { "a": "2026-10-12", "b": "no date given", "name": "Terms last updated" }, { "a": "2026-09-29", "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": "yes", "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": "2.3/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against Grok Bot's 24.3 (F), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, Grok Bot or LearnHarness?" }, { "answer": "No open-source release is listed for Grok Bot. LearnHarness is open source (AGPL-3.0-only).", "question": "Are Grok Bot and LearnHarness open source?" } ], "goodFor": [ { "aheadOn": null, "also": null, "goodFor": "People already paying for Cursor or SuperGrok who want agents working across web apps, files and email from a cloud computer.", "slug": "grok-bot", "watchFor": "No API, MCP server or A2A endpoint lets an outside agent send a Bot a task." }, { "aheadOn": [ "Reliability, 56 against 30", "Schema \u0026 documentation, 63 against 10", "Agent ergonomics, 60 against 0", "Security \u0026 auth, 52 against 14", "Payments \u0026 pricing, 60 against 30", "Maintenance \u0026 community, 71 against 56" ], "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" } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-grok-bot.json", "title": "asaply vs Grok Bot", "url": "https://www.anchorterminal.com/compare/asaply-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-grok-bot.json", "title": "Asmi vs Grok Bot", "url": "https://www.anchorterminal.com/compare/asmi-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-grok-bot.json", "title": "Boba vs Grok Bot", "url": "https://www.anchorterminal.com/compare/boba-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-grok-bot.json", "title": "Brea vs Grok Bot", "url": "https://www.anchorterminal.com/compare/brea-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/del-vs-grok-bot.json", "title": "Del vs Grok Bot", "url": "https://www.anchorterminal.com/compare/del-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-hirealpha.json", "title": "Grok Bot vs HireAlpha", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-openinstinct.json", "title": "Grok Bot vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-orbits.json", "title": "Grok Bot vs Orbits", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-orchid-ai.json", "title": "Grok Bot vs Orchid", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-szn.json", "title": "Grok Bot vs szn", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-tab-bot.json", "title": "Grok Bot vs Tab", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-zapia.json", "title": "Grok Bot vs Zapia", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.json", "title": "AstrBot vs Grok Bot", "url": "https://www.anchorterminal.com/compare/astrbot-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-grok-bot.json", "title": "Boski vs Grok Bot", "url": "https://www.anchorterminal.com/compare/boski-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-grok-bot.json", "title": "Caddy vs Grok Bot", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-grok-bot.json", "title": "Claude Duet vs Grok Bot", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-grok-bot.json", "title": "CowAgent vs Grok Bot", "url": "https://www.anchorterminal.com/compare/cowagent-vs-grok-bot" }, { "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/gaia-vs-grok-bot.json", "title": "GAIA vs Grok Bot", "url": "https://www.anchorterminal.com/compare/gaia-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot.json", "title": "Gemini Spark vs Grok Bot", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-haven.json", "title": "Grok Bot vs Haven", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-hermes-agent.json", "title": "Grok Bot vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-instinct.json", "title": "Grok Bot vs Instinct", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-ironclaw.json", "title": "Grok Bot vs IronClaw", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-leon.json", "title": "Grok Bot vs Leon", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-lindy.json", "title": "Grok Bot vs Lindy", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-lobby-os.json", "title": "Grok Bot vs Lobby", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-nanobot.json", "title": "Grok Bot vs nanobot", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-nanoclaw.json", "title": "Grok Bot vs NanoClaw", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-openai-dots.json", "title": "Grok Bot vs Dots", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-openclaw.json", "title": "Grok Bot vs OpenClaw", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-openduet.json", "title": "Grok Bot vs OpenDuet", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-picoclaw.json", "title": "Grok Bot vs PicoClaw", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-poke.json", "title": "Grok Bot vs Poke", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw.json", "title": "Grok Bot vs QwenPaw", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw" }, { "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/grok-bot-vs-town.json", "title": "Grok Bot vs Town", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-town" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-zeroclaw.json", "title": "Grok Bot vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-zo-computer.json", "title": "Grok Bot vs Zo Computer", "url": "https://www.anchorterminal.com/compare/grok-bot-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-grok-bot.json", "title": "Atticus vs Grok Bot", "url": "https://www.anchorterminal.com/compare/atticus-vs-grok-bot" }, { "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-grok-bot.json", "title": "DeepTutor vs Grok Bot", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-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-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-hark-pro.json", "title": "Grok Bot vs Hark Pro", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-talorys.json", "title": "Grok Bot vs Talorys", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-talorys" }, { "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/grok-bot-vs-natura.json", "title": "Grok Bot vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-pally.json", "title": "Grok Bot vs Pally", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-tomo.json", "title": "Grok Bot vs Tomo", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-wajo.json", "title": "Grok Bot vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/grok-bot-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": 26, "edge": "learnharness", "grok-bot": 30, "key": "reliability", "learnharness": 56, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 53, "edge": "learnharness", "grok-bot": 10, "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 60, "edge": "learnharness", "grok-bot": 0, "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "weight": 13 }, { "by": 38, "edge": "learnharness", "grok-bot": 14, "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "weight": 14 }, { "by": 30, "edge": "learnharness", "grok-bot": 30, "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 15, "edge": "learnharness", "grok-bot": 56, "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 4, "edge": "grok-bot", "grok-bot": 64, "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against Grok Bot's 24.3 (F), and leads in 6 of 7 scored categories. Both do assistants that remember you.", "tutorials": [], "verdicts": { "grok-bot": "Grok Bot is a hosted agent app included with Cursor and SuperGrok plans, with detailed published security controls and ISO 27001 coverage. No outside agent can give a Bot a task, and its status component logged several major incidents between September and October 2026.", "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/grok-bot-vs-learnharness", "json": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Grok Bot's 24.3 (F), and leads in 6 of 7 scored categories. Both do assistants that remember you.\n\n- Grok Bot: grade F, 24.3/100, rank #1175 of 1239. Markdown https://www.anchorterminal.com/tools/grok-bot.md · JSON https://www.anchorterminal.com/api/v1/tools/grok-bot.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### Grok Bot (F)\n\nGood for: People already paying for Cursor or SuperGrok who want agents working across web apps, files and email from a cloud computer.\n\nWatch for: No API, MCP server or A2A endpoint lets an outside agent send a Bot a task.\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 30\n- Schema \u0026 documentation, 63 against 10\n- Agent ergonomics, 60 against 0\n- Security \u0026 auth, 52 against 14\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 71 against 56\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: The 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 | Grok Bot | LearnHarness | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 30 | 56 | LearnHarness +26 |\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) | 14 | 52 | LearnHarness +38 |\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) | 56 | 71 | LearnHarness +15 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 64 | 60 | Grok Bot +4 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **24.3 · F** | **59.3 · C** | |\n\n## Facts side by side\n\n| Fact | Grok Bot | LearnHarness |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | Anysphere, Inc. (Cursor) | Amos Blomqvist |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | OAuth or key | None |\n| Pricing | Paid | Free |\n| x402 | no | no |\n| Licence | Closed service under the Grok Bot Terms (last updated 12 October 2026), which supplement Anysphere's Cursor Terms of Service (last updated 3 September 2026). | AGPL-3.0-only |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-06 | 2026-10-29 |\n| Terms last updated | 2026-10-12 | no date given |\n| Privacy policy last updated | 2026-09-29 | no document linked |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | 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 | 2.3/5 (4) | none |\n\n## Verdicts\n\n**Grok Bot.** Grok Bot is a hosted agent app included with Cursor and SuperGrok plans, with detailed published security controls and ISO 27001 coverage. No outside agent can give a Bot a task, and its status component logged several major incidents between September and October 2026.\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### Grok Bot\n\n1. Don't plan to call Grok Bot from another agent. Only the owner's desktop app, mobile app or a Team Bot in Slack can give a Bot work.\n2. Treat mail from a mail.grokbot.com address as sent by an agent. Sending needs its owner's request or approval.\n3. Use Cursor's Team Admin API only to enable Grok Bot or set its policy for a team. It can't send tasks.\n4. Check status.cursor.com's Grok Bot component before relying on a running routine.\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, Grok Bot or LearnHarness?\n\nLearnHarness scores 59.3 (C) on agent readiness against Grok Bot's 24.3 (F), and leads in 6 of 7 scored categories.\n\n### Are Grok Bot and LearnHarness open source?\n\nNo open-source release is listed for Grok Bot. LearnHarness is open source (AGPL-3.0-only).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.json, and with the fewest tokens: https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"grok-bot\", \"b\": \"learnharness\"}`. From a terminal: `anchor compare grok-bot learnharness`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/grok-bot.json and https://www.anchorterminal.com/api/v1/tools/learnharness.json\n\n## Other comparisons with Grok Bot or LearnHarness\n\n- [asaply vs Grok Bot](https://www.anchorterminal.com/compare/asaply-vs-grok-bot.md)\n- [Asmi vs Grok Bot](https://www.anchorterminal.com/compare/asmi-vs-grok-bot.md)\n- [Boba vs Grok Bot](https://www.anchorterminal.com/compare/boba-vs-grok-bot.md)\n- [Brea vs Grok Bot](https://www.anchorterminal.com/compare/brea-vs-grok-bot.md)\n- [Del vs Grok Bot](https://www.anchorterminal.com/compare/del-vs-grok-bot.md)\n- [Grok Bot vs HireAlpha](https://www.anchorterminal.com/compare/grok-bot-vs-hirealpha.md)\n- [Grok Bot vs OpenInstinct](https://www.anchorterminal.com/compare/grok-bot-vs-openinstinct.md)\n- [Grok Bot vs Orbits](https://www.anchorterminal.com/compare/grok-bot-vs-orbits.md)\n- [Grok Bot vs Orchid](https://www.anchorterminal.com/compare/grok-bot-vs-orchid-ai.md)\n- [Grok Bot vs szn](https://www.anchorterminal.com/compare/grok-bot-vs-szn.md)\n- [Grok Bot vs Tab](https://www.anchorterminal.com/compare/grok-bot-vs-tab-bot.md)\n- [Grok Bot vs Zapia](https://www.anchorterminal.com/compare/grok-bot-vs-zapia.md)\n- [AstrBot vs Grok Bot](https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.md)\n- [Boski vs Grok Bot](https://www.anchorterminal.com/compare/boski-vs-grok-bot.md)\n- [Caddy vs Grok Bot](https://www.anchorterminal.com/compare/caddy-app-vs-grok-bot.md)\n- [Claude Duet vs Grok Bot](https://www.anchorterminal.com/compare/claude-duet-vs-grok-bot.md)\n- [CowAgent vs Grok Bot](https://www.anchorterminal.com/compare/cowagent-vs-grok-bot.md)\n- [folk vs Grok Bot](https://www.anchorterminal.com/compare/folk-nozomio-vs-grok-bot.md)\n- [GAIA vs Grok Bot](https://www.anchorterminal.com/compare/gaia-vs-grok-bot.md)\n- [Gemini Spark vs Grok Bot](https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot.md)\n- [Grok Bot vs Haven](https://www.anchorterminal.com/compare/grok-bot-vs-haven.md)\n- [Grok Bot vs Hermes Agent](https://www.anchorterminal.com/compare/grok-bot-vs-hermes-agent.md)\n- [Grok Bot vs Instinct](https://www.anchorterminal.com/compare/grok-bot-vs-instinct.md)\n- [Grok Bot vs IronClaw](https://www.anchorterminal.com/compare/grok-bot-vs-ironclaw.md)\n- [Grok Bot vs Leon](https://www.anchorterminal.com/compare/grok-bot-vs-leon.md)\n- [Grok Bot vs Lindy](https://www.anchorterminal.com/compare/grok-bot-vs-lindy.md)\n- [Grok Bot vs Lobby](https://www.anchorterminal.com/compare/grok-bot-vs-lobby-os.md)\n- [Grok Bot vs nanobot](https://www.anchorterminal.com/compare/grok-bot-vs-nanobot.md)\n- [Grok Bot vs NanoClaw](https://www.anchorterminal.com/compare/grok-bot-vs-nanoclaw.md)\n- [Grok Bot vs Dots](https://www.anchorterminal.com/compare/grok-bot-vs-openai-dots.md)\n- [Grok Bot vs OpenClaw](https://www.anchorterminal.com/compare/grok-bot-vs-openclaw.md)\n- [Grok Bot vs OpenDuet](https://www.anchorterminal.com/compare/grok-bot-vs-openduet.md)\n- [Grok Bot vs PicoClaw](https://www.anchorterminal.com/compare/grok-bot-vs-picoclaw.md)\n- [Grok Bot vs Poke](https://www.anchorterminal.com/compare/grok-bot-vs-poke.md)\n- [Grok Bot vs QwenPaw](https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw.md)\n- [Grok Bot vs Tasker AI](https://www.anchorterminal.com/compare/grok-bot-vs-tasker-ai.md)\n- [Grok Bot vs Town](https://www.anchorterminal.com/compare/grok-bot-vs-town.md)\n- [Grok Bot vs ZeroClaw](https://www.anchorterminal.com/compare/grok-bot-vs-zeroclaw.md)\n- [Grok Bot vs Zo Computer](https://www.anchorterminal.com/compare/grok-bot-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 Grok Bot](https://www.anchorterminal.com/compare/atticus-vs-grok-bot.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 Grok Bot](https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.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 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 Hark Pro](https://www.anchorterminal.com/compare/grok-bot-vs-hark-pro.md)\n- [Grok Bot vs Talorys](https://www.anchorterminal.com/compare/grok-bot-vs-talorys.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- [Grok Bot vs Natura tinyNature](https://www.anchorterminal.com/compare/grok-bot-vs-natura.md)\n- [Grok Bot vs Pally](https://www.anchorterminal.com/compare/grok-bot-vs-pally.md)\n- [Grok Bot vs Tomo](https://www.anchorterminal.com/compare/grok-bot-vs-tomo.md)\n- [Grok Bot vs Wajo (Fo)](https://www.anchorterminal.com/compare/grok-bot-vs-wajo.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n\n## Disclosure\n\n- Grok Bot 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": "Grok Bot vs LearnHarness", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to Grok Bot's 24.3 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Grok Bot F 24.3", "LearnHarness C 59.3", "scores" ], "h1": "Grok Bot vs LearnHarness", "image": "https://www.anchorterminal.com/assets/og/compare-grok-bot-vs-learnharness.png", "path": "/compare/grok-bot-vs-learnharness", "published": "2026-10-01", "section": "tools", "title": "Grok Bot vs LearnHarness for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness" }, "tokens": { "markdown": 4000, "slim": 630 }, "version": 1 }