{
  "data": {
    "a": {
      "slug": "atticus",
      "name": "Atticus",
      "vendor": "SaarthurR",
      "vendorUrl": "https://saarthurr.github.io/atticus-mac/",
      "kind": "platform",
      "category": "personal-assistants",
      "summary": "Atticus is an open-source macOS menu bar assistant that takes spoken or typed requests and operates apps, windows, files and the web, using the owner's Claude Code or Devin CLI plan as its model.",
      "url": "https://www.anchorterminal.com/tools/atticus",
      "markdownUrl": "https://www.anchorterminal.com/tools/atticus.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/atticus.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/atticus.json",
      "repo": "https://github.com/SaarthurR/atticus-mac",
      "license": "MIT",
      "transports": [],
      "packages": [],
      "auth": "none",
      "authNotes": "No Atticus account. The app calls `claude -p` on the owner's signed-in Claude Pro or Max plan, or the Devin CLI on a Devin plan, so no API key is pasted. A $5 Gumroad licence check existed until 11 October 2026 and is switched off in the source.",
      "pricing": "byo-plan",
      "pricingNotes": "Free under MIT. It needs a paid Claude Pro or Max plan through Claude Code, or a Devin plan through the Devin CLI. The README estimates about 0.18 US cents of plan usage per AI request at API list rates. The source keeps a Gumroad product ID for \"when sales start\".",
      "priceSummary": "Your plan",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the source, the README or the project site (checked 2026-10-15). The app has nothing to buy.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 163,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-15"
      },
      "docsUrl": "https://github.com/SaarthurR/atticus-mac#readme",
      "capabilities": [
        "assistant.memory",
        "assistant.self-hosted",
        "agent.mcp-client",
        "desktop.control",
        "meetings.transcript",
        "meetings.summary"
      ],
      "tags": [
        "not-for-agents",
        "open-source",
        "local",
        "free",
        "no-card",
        "byo-plan",
        "mit",
        "macos",
        "swift",
        "python",
        "voice",
        "claude-code",
        "desktop-app",
        "telemetry-default-on",
        "approvals"
      ],
      "lastRelease": "2026-10-14",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 43,
        "grade": "E",
        "agentReady": false,
        "rank": 1081,
        "ranked": true,
        "rankOf": 1239,
        "categoryRank": 21,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 9,
          "maintenance": 51,
          "payments": 60,
          "reliability": 68,
          "schema": 15,
          "security": 49,
          "transparency": 57
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-15"
        },
        "negative": 0,
        "verdict": "Atticus runs a person's Mac by voice on their existing Claude or Devin plan, with a sandboxed safe mode and a local log of every command. It has no API, MCP server or documented command for another agent, it is five days old, and it rebuilds itself from the main branch every six hours by default.",
        "bestFor": "A person on macOS 26 with a Claude Pro or Max plan who wants voice control of apps, windows, files and the browser.",
        "strengths": [
          "MIT source, with 301 offline tests run by public CI on every push",
          "Safe mode on by default, with sandboxed shell commands, prompts before delete, send or buy, and rm and sudo denied",
          "Every request, step and cost logged locally in ~/.config/atticus/log.jsonl",
          "Speech recognised on the Mac, and simple requests run with no model call",
          "Telemetry described in the README, with a daily ping that can be turned off and failure reports off by default"
        ],
        "weaknesses": [
          "No API, MCP server or documented command an outside agent can call",
          "Pulls and builds the main branch every six hours by default, with no signed or tagged release step",
          "Five days old, one maintainer, two tagged releases and no changelog or deprecation policy",
          "No privacy policy, SECURITY.md or security.txt",
          "Needs macOS 26 and a paid Claude Pro or Max plan or a Devin plan"
        ],
        "agentNotes": [
          "Don't plan to call Atticus from another agent. It takes requests only from its own shortcut and typing box",
          "If a user runs Atticus beside you, expect it to move windows and type into apps on the same Mac",
          "Point a user who wants pinned versions to Settings \u003e About \u0026 Updates to turn off self-update"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 1,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 43
          }
        ],
        "editorialScores": {
          "ergonomics": 9,
          "maintenance": 51,
          "payments": 60,
          "reliability": 68,
          "schema": 15,
          "security": 49,
          "transparency": 58
        },
        "provenanceScore": 56,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-15",
            "maintenance": "2026-10-15",
            "payments": "2026-10-15",
            "reliability": "2026-10-15",
            "schema": "2026-10-15",
            "security": "2026-10-15",
            "transparency": "2026-10-15"
          },
          "last": "2026-10-15",
          "lastMoved": "2026-10-28",
          "oldest": "2026-10-15",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "curl -fsSL https://raw.githubusercontent.com/SaarthurR/atticus-mac/main/install.sh | bash"
      },
      "letme": {
        "capability": "https://letme.dev/assistant.memory",
        "tool": "https://letme.dev/atticus"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "An individual developer (GitHub SaarthurR)",
        "domain": "saarthurr.github.io",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/SaarthurR/atticus-mac/releases",
        "securityTxt": "none",
        "checked": "2026-10-15",
        "notes": [
          "The commits come from the GitHub account SaarthurR, an individual developer's account created in January 2023. No company is named.",
          "The project site is a GitHub Pages page with no terms or privacy policy. /privacy, /llms.txt and /.well-known/security.txt answered 404 on 15 October 2026. The repository has no SECURITY.md.",
          "The software runs on the owner's Mac, so there is no vendor endpoint or status page to check. Telemetry goes to PostHog's US capture endpoint."
        ],
        "score": 56
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/atticus.json",
      "live": {
        "slug": "atticus",
        "versions": [
          {
            "registry": "github",
            "name": "SaarthurR/atticus-mac",
            "version": "v1.5.4",
            "released": "2026-10-29",
            "seenAt": "2026-10-30T13:58:32.451594864Z"
          }
        ],
        "githubStars": 464,
        "securityTxt": {
          "url": "https://saarthurr.github.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-30T15:38:48.959630627Z"
        },
        "domain": {
          "domain": "github.io",
          "checkedAt": "2026-10-25T13:54:29.184658481Z"
        },
        "github": {
          "repo": "saarthurr/atticus-mac",
          "checkedAt": "2026-10-26T08:02:40.399588932Z",
          "stars": 376,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-26T02:37:19Z",
          "openIssues": 0,
          "openPRs": 0,
          "issuesOpened90d": 7,
          "issuesClosed90d": 7,
          "prsMerged90d": 2,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 24,
            "failure": 26,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-26T02:38:03Z"
          },
          "replies": {
            "sampled": 4,
            "unanswered": 0,
            "medianDays": 2.3
          }
        },
        "updatedAt": "2026-10-30T15:38:48.959630627Z"
      }
    },
    "answer": "LearnHarness scores 59.3 (C) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on reliability.",
    "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": "SaarthurR",
        "b": "Amos Blomqvist",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Your plan",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT",
        "b": "AGPL-3.0-only",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-14",
        "b": "2026-10-29",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "163 stars",
        "b": "4.2k stars",
        "name": "Popularity"
      },
      {
        "a": "1/5 (4)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "LearnHarness scores 59.3 (C) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on reliability.",
        "question": "Which is better for AI agents, Atticus or LearnHarness?"
      },
      {
        "answer": "Yes. Atticus is open source (MIT). LearnHarness is open source (AGPL-3.0-only).",
        "question": "Are Atticus and LearnHarness open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 68 against 56"
        ],
        "also": null,
        "goodFor": "A person on macOS 26 with a Claude Pro or Max plan who wants voice control of apps, windows, files and the browser.",
        "slug": "atticus",
        "watchFor": "No API, MCP server or documented command an outside agent can call"
      },
      {
        "aheadOn": [
          "Schema \u0026 documentation, 63 against 15",
          "Agent ergonomics, 60 against 9",
          "Maintenance \u0026 community, 71 against 51"
        ],
        "also": null,
        "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-atticus.json",
        "title": "asaply vs Atticus",
        "url": "https://www.anchorterminal.com/compare/asaply-vs-atticus"
      },
      {
        "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-atticus.json",
        "title": "Asmi vs Atticus",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-atticus"
      },
      {
        "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-boba.json",
        "title": "Atticus vs Boba",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-boba"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-boski.json",
        "title": "Atticus vs Boski",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-boski"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-brea.json",
        "title": "Atticus vs Brea",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-brea"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-caddy-app.json",
        "title": "Atticus vs Caddy",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-caddy-app"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-claude-duet.json",
        "title": "Atticus vs Claude Duet",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-claude-duet"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-cowagent.json",
        "title": "Atticus vs CowAgent",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-cowagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor.json",
        "title": "Atticus vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-del.json",
        "title": "Atticus vs Del",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-del"
      },
      {
        "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-gaia.json",
        "title": "Atticus vs GAIA",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-gaia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-gemini-spark.json",
        "title": "Atticus vs Gemini Spark",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-gemini-spark"
      },
      {
        "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-hark-pro.json",
        "title": "Atticus vs Hark Pro",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-hark-pro"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-haven.json",
        "title": "Atticus vs Haven",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-haven"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-hermes-agent.json",
        "title": "Atticus vs Hermes Agent",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-hermes-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-hirealpha.json",
        "title": "Atticus vs HireAlpha",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-hirealpha"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-instinct.json",
        "title": "Atticus vs Instinct",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-instinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-ironclaw.json",
        "title": "Atticus vs IronClaw",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-ironclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-leon.json",
        "title": "Atticus vs Leon",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-leon"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-lindy.json",
        "title": "Atticus vs Lindy",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-lobby-os.json",
        "title": "Atticus vs Lobby",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-lobby-os"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-nanobot.json",
        "title": "Atticus vs nanobot",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-nanoclaw.json",
        "title": "Atticus vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-natura.json",
        "title": "Atticus vs Natura tinyNature",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-natura"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-openai-dots.json",
        "title": "Atticus vs Dots",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-openclaw.json",
        "title": "Atticus vs OpenClaw",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-openclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-openduet.json",
        "title": "Atticus vs OpenDuet",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-openduet"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-openinstinct.json",
        "title": "Atticus vs OpenInstinct",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-openinstinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-orbits.json",
        "title": "Atticus vs Orbits",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-orbits"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-orchid-ai.json",
        "title": "Atticus vs Orchid",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-orchid-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-pally.json",
        "title": "Atticus vs Pally",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-pally"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-picoclaw.json",
        "title": "Atticus vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-poke.json",
        "title": "Atticus vs Poke",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-qwenpaw.json",
        "title": "Atticus vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-szn.json",
        "title": "Atticus vs szn",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-szn"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-tab-bot.json",
        "title": "Atticus vs Tab",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-tab-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-talorys.json",
        "title": "Atticus vs Talorys",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-tasker-ai.json",
        "title": "Atticus vs Tasker AI",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-tasker-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-tomo.json",
        "title": "Atticus vs Tomo",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-town.json",
        "title": "Atticus vs Town",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-town"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-wajo.json",
        "title": "Atticus vs Wajo (Fo)",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-wajo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-zapia.json",
        "title": "Atticus vs Zapia",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-zapia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-zeroclaw.json",
        "title": "Atticus vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/atticus-vs-zo-computer.json",
        "title": "Atticus vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boba-vs-learnharness.json",
        "title": "Boba vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/boba-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boski-vs-learnharness.json",
        "title": "Boski vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/boski-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brea-vs-learnharness.json",
        "title": "Brea vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/brea-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.json",
        "title": "Caddy vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.json",
        "title": "Claude Duet vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness.json",
        "title": "CowAgent vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.json",
        "title": "DeepTutor vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/del-vs-learnharness.json",
        "title": "Del vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/del-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.json",
        "title": "folk vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-learnharness.json",
        "title": "GAIA vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.json",
        "title": "Gemini Spark vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.json",
        "title": "Grok Bot vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.json",
        "title": "Hark Pro vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/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/astrbot-vs-atticus.json",
        "title": "AstrBot vs Atticus",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-atticus"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness.json",
        "title": "AstrBot vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness"
      }
    ],
    "scores": [
      {
        "atticus": 68,
        "by": 12,
        "edge": "atticus",
        "key": "reliability",
        "learnharness": 56,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "atticus": 15,
        "by": 48,
        "edge": "learnharness",
        "key": "schema",
        "learnharness": 63,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "atticus": 9,
        "by": 51,
        "edge": "learnharness",
        "key": "ergonomics",
        "learnharness": 60,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "atticus": 49,
        "by": 3,
        "edge": "learnharness",
        "key": "security",
        "learnharness": 52,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "atticus": 60,
        "by": 0,
        "edge": "",
        "key": "payments",
        "learnharness": 60,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "atticus": 51,
        "by": 20,
        "edge": "learnharness",
        "key": "maintenance",
        "learnharness": 71,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "atticus": 57,
        "by": 3,
        "edge": "learnharness",
        "key": "transparency",
        "learnharness": 60,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "LearnHarness scores 59.3 (C) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on reliability. Both do assistants that remember you.",
    "tutorials": [],
    "verdicts": {
      "atticus": "Atticus runs a person's Mac by voice on their existing Claude or Devin plan, with a sandboxed safe mode and a local log of every command. It has no API, MCP server or documented command for another agent, it is five days old, and it rebuilds itself from the main branch every six hours by default.",
      "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/atticus-vs-learnharness",
    "json": "https://www.anchorterminal.com/compare/atticus-vs-learnharness.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/atticus-vs-learnharness.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/atticus-vs-learnharness.min.md"
  },
  "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on reliability. Both do assistants that remember you.\n\n- Atticus: grade E, 43/100, rank #1081 of 1239. Markdown https://www.anchorterminal.com/tools/atticus.md · JSON https://www.anchorterminal.com/api/v1/tools/atticus.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### Atticus (E)\n\nGood for: A person on macOS 26 with a Claude Pro or Max plan who wants voice control of apps, windows, files and the browser.\n\nAhead on:\n- Reliability, 68 against 56\n\nWatch for: No API, MCP server or documented command an outside agent can call\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- Schema \u0026 documentation, 63 against 15\n- Agent ergonomics, 60 against 9\n- Maintenance \u0026 community, 71 against 51\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 | Atticus | LearnHarness | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 68 | 56 | Atticus +12 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 15 | 63 | LearnHarness +48 |\n| Agent ergonomics | 13% (16.2 this run) | 9 | 60 | LearnHarness +51 |\n| Security \u0026 auth | 14% (17.5 this run) | 49 | 52 | LearnHarness +3 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 60 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 51 | 71 | LearnHarness +20 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 57 | 60 | LearnHarness +3 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **43 · E** | **59.3 · C** | |\n\n## Facts side by side\n\n| Fact | Atticus | LearnHarness |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | SaarthurR | Amos Blomqvist |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | None | None |\n| Pricing | Your plan | Free |\n| x402 | no | no |\n| Licence | MIT | AGPL-3.0-only |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-10-14 | 2026-10-29 |\n| Terms last updated | no document linked | no date given |\n| Privacy policy last updated | no document linked | no document linked |\n| Customer content may train models |  | not found in the text |\n| Terms restrict automated access |  | not found in the text |\n| Terms restrict benchmarking |  | not found in the text |\n| Terms or service can change without notice |  | not found in the text |\n| Arbitration or class-action waiver |  | not found in the text |\n| Popularity | 163 stars | 4.2k stars |\n| Agent reviews | 1/5 (4) | none |\n\n## Verdicts\n\n**Atticus.** Atticus runs a person's Mac by voice on their existing Claude or Devin plan, with a sandboxed safe mode and a local log of every command. It has no API, MCP server or documented command for another agent, it is five days old, and it rebuilds itself from the main branch every six hours by default.\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### Atticus\n\n1. Don't plan to call Atticus from another agent. It takes requests only from its own shortcut and typing box\n2. If a user runs Atticus beside you, expect it to move windows and type into apps on the same Mac\n3. Point a user who wants pinned versions to Settings \u003e About \u0026 Updates to turn off self-update\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, Atticus or LearnHarness?\n\nLearnHarness scores 59.3 (C) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on reliability.\n\n### Are Atticus and LearnHarness open source?\n\nYes. Atticus is open source (MIT). LearnHarness is open source (AGPL-3.0-only).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/atticus-vs-learnharness.json, and with the fewest tokens: https://www.anchorterminal.com/compare/atticus-vs-learnharness.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"atticus\", \"b\": \"learnharness\"}`. From a terminal: `anchor compare atticus learnharness`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/atticus.json and https://www.anchorterminal.com/api/v1/tools/learnharness.json\n\n## Other comparisons with Atticus or LearnHarness\n\n- [asaply vs Atticus](https://www.anchorterminal.com/compare/asaply-vs-atticus.md)\n- [asaply vs LearnHarness](https://www.anchorterminal.com/compare/asaply-vs-learnharness.md)\n- [Asmi vs Atticus](https://www.anchorterminal.com/compare/asmi-vs-atticus.md)\n- [Asmi vs LearnHarness](https://www.anchorterminal.com/compare/asmi-vs-learnharness.md)\n- [Atticus vs Boba](https://www.anchorterminal.com/compare/atticus-vs-boba.md)\n- [Atticus vs Boski](https://www.anchorterminal.com/compare/atticus-vs-boski.md)\n- [Atticus vs Brea](https://www.anchorterminal.com/compare/atticus-vs-brea.md)\n- [Atticus vs Caddy](https://www.anchorterminal.com/compare/atticus-vs-caddy-app.md)\n- [Atticus vs Claude Duet](https://www.anchorterminal.com/compare/atticus-vs-claude-duet.md)\n- [Atticus vs CowAgent](https://www.anchorterminal.com/compare/atticus-vs-cowagent.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs Del](https://www.anchorterminal.com/compare/atticus-vs-del.md)\n- [Atticus vs folk](https://www.anchorterminal.com/compare/atticus-vs-folk-nozomio.md)\n- [Atticus vs GAIA](https://www.anchorterminal.com/compare/atticus-vs-gaia.md)\n- [Atticus vs Gemini Spark](https://www.anchorterminal.com/compare/atticus-vs-gemini-spark.md)\n- [Atticus vs Grok Bot](https://www.anchorterminal.com/compare/atticus-vs-grok-bot.md)\n- [Atticus vs Hark Pro](https://www.anchorterminal.com/compare/atticus-vs-hark-pro.md)\n- [Atticus vs Haven](https://www.anchorterminal.com/compare/atticus-vs-haven.md)\n- [Atticus vs Hermes Agent](https://www.anchorterminal.com/compare/atticus-vs-hermes-agent.md)\n- [Atticus vs HireAlpha](https://www.anchorterminal.com/compare/atticus-vs-hirealpha.md)\n- [Atticus vs Instinct](https://www.anchorterminal.com/compare/atticus-vs-instinct.md)\n- [Atticus vs IronClaw](https://www.anchorterminal.com/compare/atticus-vs-ironclaw.md)\n- [Atticus vs Leon](https://www.anchorterminal.com/compare/atticus-vs-leon.md)\n- [Atticus vs Lindy](https://www.anchorterminal.com/compare/atticus-vs-lindy.md)\n- [Atticus vs Lobby](https://www.anchorterminal.com/compare/atticus-vs-lobby-os.md)\n- [Atticus vs nanobot](https://www.anchorterminal.com/compare/atticus-vs-nanobot.md)\n- [Atticus vs NanoClaw](https://www.anchorterminal.com/compare/atticus-vs-nanoclaw.md)\n- [Atticus vs Natura tinyNature](https://www.anchorterminal.com/compare/atticus-vs-natura.md)\n- [Atticus vs Dots](https://www.anchorterminal.com/compare/atticus-vs-openai-dots.md)\n- [Atticus vs OpenClaw](https://www.anchorterminal.com/compare/atticus-vs-openclaw.md)\n- [Atticus vs OpenDuet](https://www.anchorterminal.com/compare/atticus-vs-openduet.md)\n- [Atticus vs OpenInstinct](https://www.anchorterminal.com/compare/atticus-vs-openinstinct.md)\n- [Atticus vs Orbits](https://www.anchorterminal.com/compare/atticus-vs-orbits.md)\n- [Atticus vs Orchid](https://www.anchorterminal.com/compare/atticus-vs-orchid-ai.md)\n- [Atticus vs Pally](https://www.anchorterminal.com/compare/atticus-vs-pally.md)\n- [Atticus vs PicoClaw](https://www.anchorterminal.com/compare/atticus-vs-picoclaw.md)\n- [Atticus vs Poke](https://www.anchorterminal.com/compare/atticus-vs-poke.md)\n- [Atticus vs QwenPaw](https://www.anchorterminal.com/compare/atticus-vs-qwenpaw.md)\n- [Atticus vs szn](https://www.anchorterminal.com/compare/atticus-vs-szn.md)\n- [Atticus vs Tab](https://www.anchorterminal.com/compare/atticus-vs-tab-bot.md)\n- [Atticus vs Talorys](https://www.anchorterminal.com/compare/atticus-vs-talorys.md)\n- [Atticus vs Tasker AI](https://www.anchorterminal.com/compare/atticus-vs-tasker-ai.md)\n- [Atticus vs Tomo](https://www.anchorterminal.com/compare/atticus-vs-tomo.md)\n- [Atticus vs Town](https://www.anchorterminal.com/compare/atticus-vs-town.md)\n- [Atticus vs Wajo (Fo)](https://www.anchorterminal.com/compare/atticus-vs-wajo.md)\n- [Atticus vs Zapia](https://www.anchorterminal.com/compare/atticus-vs-zapia.md)\n- [Atticus vs ZeroClaw](https://www.anchorterminal.com/compare/atticus-vs-zeroclaw.md)\n- [Atticus vs Zo Computer](https://www.anchorterminal.com/compare/atticus-vs-zo-computer.md)\n- [Boba vs LearnHarness](https://www.anchorterminal.com/compare/boba-vs-learnharness.md)\n- [Boski vs LearnHarness](https://www.anchorterminal.com/compare/boski-vs-learnharness.md)\n- [Brea vs LearnHarness](https://www.anchorterminal.com/compare/brea-vs-learnharness.md)\n- [Caddy vs LearnHarness](https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.md)\n- [Claude Duet vs LearnHarness](https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.md)\n- [CowAgent vs LearnHarness](https://www.anchorterminal.com/compare/cowagent-vs-learnharness.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [Del vs LearnHarness](https://www.anchorterminal.com/compare/del-vs-learnharness.md)\n- [folk vs LearnHarness](https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.md)\n- [GAIA vs LearnHarness](https://www.anchorterminal.com/compare/gaia-vs-learnharness.md)\n- [Gemini Spark vs LearnHarness](https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.md)\n- [Grok Bot vs LearnHarness](https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.md)\n- [Hark Pro vs LearnHarness](https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.md)\n- [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- [AstrBot vs Atticus](https://www.anchorterminal.com/compare/astrbot-vs-atticus.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n",
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