{
  "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": "DeepTutor scores 62.7 (B) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on transparency \u0026 trust.",
    "b": {
      "slug": "deeptutor",
      "name": "DeepTutor",
      "vendor": "HKUDS",
      "vendorUrl": "https://deeptutor.info",
      "kind": "harness",
      "category": "personal-assistants",
      "summary": "DeepTutor is an open-source, self-hosted learning workspace from HKUDS for tutoring, quizzes, research reports and knowledge bases, with persistent memory and optional multiple users. It runs as a web app, and a `deeptutor` CLI emits NDJSON for other agents.",
      "url": "https://www.anchorterminal.com/tools/deeptutor",
      "markdownUrl": "https://www.anchorterminal.com/tools/deeptutor.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/deeptutor.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/deeptutor.json",
      "repo": "https://github.com/HKUDS/DeepTutor",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "deeptutor"
        },
        {
          "registry": "pypi",
          "name": "deeptutor-cli"
        }
      ],
      "auth": "none",
      "authNotes": "No account with the project. The owner adds model provider keys in Settings or through `deeptutor config apply` with `api_key_env` naming an environment variable, or signs in to OpenAI Codex (OAuth), GitHub Copilot (device login) or CodeBuddy. Web sign-in is off by default; with `auth.json` enabled the first registered user becomes admin and grants models, knowledge bases, skills, tools and MCP access to other users (https://github.com/HKUDS/DeepTutor/blob/main/README.md).",
      "pricing": "free",
      "pricingNotes": "Free under the Apache 2.0 licence, and the README says the project has no paid online products. The owner pays the chosen model, embedding and search providers, or nothing with a local model through Ollama, LM Studio, llama.cpp, vLLM or Lemonade. The README carries a PageIndex discount code and an API Route provider preset, both third parties (checked 2026-10-30).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, SKILL.md or the developer handbook (checked 2026-10-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 51497,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-30"
      },
      "docsUrl": "https://deeptutor.info/",
      "capabilities": [
        "assistant.memory",
        "assistant.self-hosted",
        "assistant.messaging",
        "agent.mcp-client",
        "knowledge.search",
        "search.research",
        "memory.user",
        "document.write"
      ],
      "tags": [
        "open-source",
        "self-hosted",
        "local",
        "free",
        "python",
        "apache-2.0",
        "cli",
        "harness",
        "docker",
        "mcp-client",
        "rag",
        "no-card"
      ],
      "lastRelease": "2026-10-28",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.7,
        "grade": "B",
        "agentReady": false,
        "rank": 494,
        "ranked": true,
        "rankOf": 1239,
        "categoryRank": 7,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 63,
          "maintenance": 84,
          "payments": 60,
          "reliability": 78,
          "schema": 71,
          "security": 51,
          "transparency": 52
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-30"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-09-30. CVE-2026-51870 (critical on NVD). Command execution through the TutorBot shell tool's `ExecTool.execute` in v1.4.0, reported in issue #506. v1.4.1 of 27 May 2026 lists it closed with a shell RCE (#518), a filesystem path traversal (#517) and three authorisation bypasses (#514 to #516), and makes shell exec opt-in. Fixed within five days and documented in release notes, -2. https://nvd.nist.gov/vuln/detail/CVE-2026-51870",
          "2026-06-30. GHSA-jg88-rvpc-qvxj (CVE-2026-58168, high). Before 1.4.10, a user grant without `mcp_tools` let non-admin users in multi-user mode invoke every configured MCP tool. Single-user installs were unaffected. Fixed in 1.4.10 of 21 June 2026 with deny-by-default MCP access, -1. https://api.osv.dev/v1/vulns/GHSA-jg88-rvpc-qvxj"
        ],
        "verdict": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.",
        "bestFor": "A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.",
        "strengths": [
          "Apache 2.0, self-hosted, and the README says the project sells nothing",
          "`deeptutor run ... --format json` streams NDJSON tagged with `session_id`, and `--session` chains turns headlessly",
          "SKILL.md and AGENT_SETUP.md give an agent a non-interactive setup path with `config apply --check` and `doctor --format json`",
          "Releases every few days with dated notes and upgrade steps, 27 in the 90 days to 30 October 2026",
          "Inspectable file-backed memory with an append-only L1 trace, and grants, audit records and per-user isolation in multi-user mode"
        ],
        "weaknesses": [
          "The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials",
          "No SECURITY.md, no private reporting route and no repository-published advisories, while two CVEs were assigned in 2026",
          "The `exec` sandbox falls back to a best-effort restricted subprocess by default when no runner or bubblewrap is present",
          "Nightly test runs on main failed every night from 20 to 28 October 2026 before passing again on 29 and 30 October",
          "Provider keys are stored in plain JSON under `data/user/settings/`"
        ],
        "agentNotes": [
          "Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session",
          "Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected",
          "Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted",
          "Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)",
          "Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.7
          }
        ],
        "editorialScores": {
          "ergonomics": 63,
          "maintenance": 84,
          "payments": 60,
          "reliability": 78,
          "schema": 71,
          "security": 51,
          "transparency": 65
        },
        "provenanceScore": 39,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-30",
            "maintenance": "2026-10-30",
            "payments": "2026-10-30",
            "reliability": "2026-10-30",
            "schema": "2026-10-30",
            "security": "2026-10-30",
            "transparency": "2026-10-30"
          },
          "last": "2026-10-30",
          "oldest": "2026-10-30",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "pip install -U \"deeptutor[full]\"   # then: deeptutor init \u0026\u0026 deeptutor start   # or: docker run --rm -p 127.0.0.1:3782:3782 -v deeptutor-data:/app/data ghcr.io/hkuds/deeptutor:latest",
        "headless": {
          "command": "deeptutor run chat \"$TASK\" --format json"
        }
      },
      "letme": {
        "capability": "https://letme.dev/assistant.memory",
        "tool": "https://letme.dev/deeptutor"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "",
        "domain": "deeptutor.info",
        "domainRegistered": "2026-05-20",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/HKUDS/DeepTutor/releases",
        "securityTxt": "unknown",
        "checked": "2026-10-30",
        "notes": [
          "No legal entity is named. The repository belongs to the GitHub organisation HKUDS, the Data Intelligence Lab at the University of Hong Kong, and the README says the project is led by Bingxi Zhao within the HKUDS group.",
          "deeptutor.info's robots.txt disallows ClaudeBot, Claude-Web and anthropic-ai, so its pages were not read. Its terms, privacy page and security.txt are unknown.",
          "No SECURITY.md was found in the repository tree on 30 October 2026.",
          "RDAP gives a registration date of 20 May 2026 for deeptutor.info. The README dates the docs site's launch to 22 May 2026.",
          "There is no hosted endpoint. The API answers on the owner's own host."
        ],
        "score": 39
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/deeptutor.json"
    },
    "facts": [
      {
        "a": "Platform",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "SaarthurR",
        "b": "HKUDS",
        "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": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-14",
        "b": "2026-10-28",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "163 stars",
        "b": "51k stars",
        "name": "Popularity"
      },
      {
        "a": "1/5 (4)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "DeepTutor scores 62.7 (B) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on transparency \u0026 trust.",
        "question": "Which is better for AI agents, Atticus or DeepTutor?"
      },
      {
        "answer": "Yes. Atticus is open source (MIT). DeepTutor is open source (Apache-2.0).",
        "question": "Are Atticus and DeepTutor open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Transparency \u0026 trust, 57 against 52"
        ],
        "also": [
          "No incidents deducted, where DeepTutor loses 3 points for them"
        ],
        "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": [
          "Reliability, 78 against 68",
          "Schema \u0026 documentation, 71 against 15",
          "Agent ergonomics, 63 against 9",
          "Maintenance \u0026 community, 84 against 51"
        ],
        "also": null,
        "goodFor": "A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.",
        "slug": "deeptutor",
        "watchFor": "The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials"
      }
    ],
    "job": {
      "capability": "assistant.memory",
      "name": "Assistants that remember you"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor.json",
        "title": "asaply vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor.json",
        "title": "Asmi vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.json",
        "title": "AstrBot vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boba-vs-deeptutor.json",
        "title": "Boba vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/boba-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/brea-vs-deeptutor.json",
        "title": "Brea vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/brea-vs-deeptutor"
      },
      {
        "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/asmi-vs-atticus.json",
        "title": "Asmi vs Atticus",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-atticus"
      },
      {
        "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-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-learnharness.json",
        "title": "Atticus vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-learnharness"
      },
      {
        "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/boski-vs-deeptutor.json",
        "title": "Boski vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/boski-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.json",
        "title": "Caddy vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.json",
        "title": "Claude Duet vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.json",
        "title": "CowAgent vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-del.json",
        "title": "DeepTutor vs Del",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-del"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.json",
        "title": "DeepTutor vs folk",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia.json",
        "title": "DeepTutor vs GAIA",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.json",
        "title": "DeepTutor vs Gemini Spark",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.json",
        "title": "DeepTutor vs Grok Bot",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.json",
        "title": "DeepTutor vs Hark Pro",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-haven.json",
        "title": "DeepTutor vs Haven",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-haven"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.json",
        "title": "DeepTutor vs Hermes Agent",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.json",
        "title": "DeepTutor vs HireAlpha",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct.json",
        "title": "DeepTutor vs Instinct",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.json",
        "title": "DeepTutor vs IronClaw",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.json",
        "title": "DeepTutor vs LearnHarness",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-leon.json",
        "title": "DeepTutor vs Leon",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-leon"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy.json",
        "title": "DeepTutor vs Lindy",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.json",
        "title": "DeepTutor vs Lobby",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.json",
        "title": "DeepTutor vs nanobot",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.json",
        "title": "DeepTutor vs NanoClaw",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-natura.json",
        "title": "DeepTutor vs Natura tinyNature",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-natura"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.json",
        "title": "DeepTutor vs Dots",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json",
        "title": "DeepTutor vs OpenClaw",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet.json",
        "title": "DeepTutor vs OpenDuet",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.json",
        "title": "DeepTutor vs OpenInstinct",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits.json",
        "title": "DeepTutor vs Orbits",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.json",
        "title": "DeepTutor vs Orchid",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-pally.json",
        "title": "DeepTutor vs Pally",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-pally"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.json",
        "title": "DeepTutor vs PicoClaw",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-poke.json",
        "title": "DeepTutor vs Poke",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.json",
        "title": "DeepTutor vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-szn.json",
        "title": "DeepTutor vs szn",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-szn"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.json",
        "title": "DeepTutor vs Tab",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys.json",
        "title": "DeepTutor vs Talorys",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.json",
        "title": "DeepTutor vs Tasker AI",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo.json",
        "title": "DeepTutor vs Tomo",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-town.json",
        "title": "DeepTutor vs Town",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-town"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo.json",
        "title": "DeepTutor vs Wajo (Fo)",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia.json",
        "title": "DeepTutor vs Zapia",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.json",
        "title": "DeepTutor vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.json",
        "title": "DeepTutor vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-atticus.json",
        "title": "AstrBot vs Atticus",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-atticus"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.json",
        "title": "AI Job Search vs DeepTutor",
        "url": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor"
      }
    ],
    "scores": [
      {
        "atticus": 68,
        "by": 10,
        "deeptutor": 78,
        "edge": "deeptutor",
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "atticus": 15,
        "by": 56,
        "deeptutor": 71,
        "edge": "deeptutor",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "atticus": 9,
        "by": 54,
        "deeptutor": 63,
        "edge": "deeptutor",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "atticus": 49,
        "by": 2,
        "deeptutor": 51,
        "edge": "deeptutor",
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "atticus": 60,
        "by": 0,
        "deeptutor": 60,
        "edge": "",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "atticus": 51,
        "by": 33,
        "deeptutor": 84,
        "edge": "deeptutor",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "atticus": 57,
        "by": 5,
        "deeptutor": 52,
        "edge": "atticus",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "DeepTutor scores 62.7 (B) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on transparency \u0026 trust. 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.",
      "deeptutor": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor",
    "json": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor.min.md"
  },
  "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on transparency \u0026 trust. 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- DeepTutor: grade B, 62.7/100, rank #494 of 1239. Markdown https://www.anchorterminal.com/tools/deeptutor.md · JSON https://www.anchorterminal.com/api/v1/tools/deeptutor.json\n- 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- Transparency \u0026 trust, 57 against 52\n\nAlso in its favour:\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: No API, MCP server or documented command an outside agent can call\n\n### DeepTutor (B)\n\nGood for: A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.\n\nAhead on:\n- Reliability, 78 against 68\n- Schema \u0026 documentation, 71 against 15\n- Agent ergonomics, 63 against 9\n- Maintenance \u0026 community, 84 against 51\n\nWatch for: The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials\n\n\n## Score by category\n\n| Category | Weight | Atticus | DeepTutor | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 68 | 78 | DeepTutor +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 15 | 71 | DeepTutor +56 |\n| Agent ergonomics | 13% (16.2 this run) | 9 | 63 | DeepTutor +54 |\n| Security \u0026 auth | 14% (17.5 this run) | 49 | 51 | DeepTutor +2 |\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 | 84 | DeepTutor +33 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 57 | 52 | Atticus +5 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **43 · E** | **62.7 · B** | |\n\n## Facts side by side\n\n| Fact | Atticus | DeepTutor |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | SaarthurR | HKUDS |\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 | Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-10-14 | 2026-10-28 |\n| Terms last updated | no document linked | no document linked |\n| Privacy policy last updated | no document linked | no document linked |\n| Customer content may train models |  |  |\n| Terms restrict automated access |  |  |\n| Terms restrict benchmarking |  |  |\n| Terms or service can change without notice |  |  |\n| Arbitration or class-action waiver |  |  |\n| Popularity | 163 stars | 51k 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**DeepTutor.** DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.\n\n## 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### DeepTutor\n\n1. Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session\n2. Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected\n3. Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted\n4. Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)\n5. Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap\n\n## Questions\n\n### Which is better for AI agents, Atticus or DeepTutor?\n\nDeepTutor scores 62.7 (B) on agent readiness against Atticus's 43 (E), and leads in 5 of 7 scored categories. Atticus leads on transparency \u0026 trust.\n\n### Are Atticus and DeepTutor open source?\n\nYes. Atticus is open source (MIT). DeepTutor is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/atticus-vs-deeptutor.json, and with the fewest tokens: https://www.anchorterminal.com/compare/atticus-vs-deeptutor.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"atticus\", \"b\": \"deeptutor\"}`. From a terminal: `anchor compare atticus deeptutor`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/atticus.json and https://www.anchorterminal.com/api/v1/tools/deeptutor.json\n\n## Other comparisons with Atticus or DeepTutor\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [asaply vs Atticus](https://www.anchorterminal.com/compare/asaply-vs-atticus.md)\n- [Asmi vs Atticus](https://www.anchorterminal.com/compare/asmi-vs-atticus.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 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 LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.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- [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md)\n- [Caddy vs DeepTutor](https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.md)\n- [Claude Duet vs DeepTutor](https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.md)\n- [CowAgent vs DeepTutor](https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.md)\n- [DeepTutor vs Del](https://www.anchorterminal.com/compare/deeptutor-vs-del.md)\n- [DeepTutor vs folk](https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.md)\n- [DeepTutor vs GAIA](https://www.anchorterminal.com/compare/deeptutor-vs-gaia.md)\n- [DeepTutor vs Gemini Spark](https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.md)\n- [DeepTutor vs Grok Bot](https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.md)\n- [DeepTutor vs Hark Pro](https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.md)\n- [DeepTutor vs Haven](https://www.anchorterminal.com/compare/deeptutor-vs-haven.md)\n- [DeepTutor vs Hermes Agent](https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.md)\n- [DeepTutor vs HireAlpha](https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.md)\n- [DeepTutor vs Instinct](https://www.anchorterminal.com/compare/deeptutor-vs-instinct.md)\n- [DeepTutor vs IronClaw](https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs Leon](https://www.anchorterminal.com/compare/deeptutor-vs-leon.md)\n- [DeepTutor vs Lindy](https://www.anchorterminal.com/compare/deeptutor-vs-lindy.md)\n- [DeepTutor vs Lobby](https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.md)\n- [DeepTutor vs nanobot](https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.md)\n- [DeepTutor vs NanoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.md)\n- [DeepTutor vs Natura tinyNature](https://www.anchorterminal.com/compare/deeptutor-vs-natura.md)\n- [DeepTutor vs Dots](https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.md)\n- [DeepTutor vs OpenClaw](https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md)\n- [DeepTutor vs OpenDuet](https://www.anchorterminal.com/compare/deeptutor-vs-openduet.md)\n- [DeepTutor vs OpenInstinct](https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.md)\n- [DeepTutor vs Orbits](https://www.anchorterminal.com/compare/deeptutor-vs-orbits.md)\n- [DeepTutor vs Orchid](https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.md)\n- [DeepTutor vs Pally](https://www.anchorterminal.com/compare/deeptutor-vs-pally.md)\n- [DeepTutor vs PicoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.md)\n- [DeepTutor vs Poke](https://www.anchorterminal.com/compare/deeptutor-vs-poke.md)\n- [DeepTutor vs QwenPaw](https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.md)\n- [DeepTutor vs szn](https://www.anchorterminal.com/compare/deeptutor-vs-szn.md)\n- [DeepTutor vs Tab](https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.md)\n- [DeepTutor vs Talorys](https://www.anchorterminal.com/compare/deeptutor-vs-talorys.md)\n- [DeepTutor vs Tasker AI](https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md)\n- [DeepTutor vs Tomo](https://www.anchorterminal.com/compare/deeptutor-vs-tomo.md)\n- [DeepTutor vs Town](https://www.anchorterminal.com/compare/deeptutor-vs-town.md)\n- [DeepTutor vs Wajo (Fo)](https://www.anchorterminal.com/compare/deeptutor-vs-wajo.md)\n- [DeepTutor vs Zapia](https://www.anchorterminal.com/compare/deeptutor-vs-zapia.md)\n- [DeepTutor vs ZeroClaw](https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.md)\n- [DeepTutor vs Zo Computer](https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.md)\n- [AstrBot vs Atticus](https://www.anchorterminal.com/compare/astrbot-vs-atticus.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n",
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    "title": "Atticus vs DeepTutor for AI agents in 2026: scores and prices",
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