{
  "data": {
    "a": {
      "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"
    },
    "answer": "DeepTutor scores 62.7 (B) on agent readiness against Poke's 37.7 (F), and leads in 6 of 7 scored categories. Poke leads on transparency \u0026 trust.",
    "b": {
      "slug": "poke",
      "name": "Poke",
      "vendor": "The Interaction Company of California Inc.",
      "vendorUrl": "https://poke.com",
      "kind": "platform",
      "category": "personal-assistants",
      "summary": "Hosted personal assistant from The Interaction Company of California, reached by text on Apple Messages, WhatsApp, Telegram and RCS. It works across the owner's Gmail or Outlook mail, calendar, contacts and connected apps.",
      "url": "https://www.anchorterminal.com/tools/poke",
      "markdownUrl": "https://www.anchorterminal.com/tools/poke.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/poke.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/poke.json",
      "license": "Proprietary service under Poke's Terms of Service. The `poke` npm package (CLI and Node.js SDK) declares MIT",
      "transports": [
        "http"
      ],
      "packages": [
        {
          "registry": "npm",
          "name": "poke"
        }
      ],
      "auth": "api-key",
      "authNotes": "A person signs up at poke.com and connects a Google or Microsoft account. The Poke API takes `Authorization: Bearer \u003ckey\u003e` with a V2 key created in Kitchen under API Keys. Keys are named, shown once, revocable one at a time and have no scopes. Older `pk_` keys work only on the deprecated endpoint. The CLI signs in with a browser device code and stores credentials in `~/.config/poke/credentials.json`. Third-party MCP servers are connected with an API key or OAuth (https://poke.com/docs/api; https://poke.com/docs/mcp-servers; https://poke.com/docs/creating-recipes).",
      "pricing": "freemium",
      "pricingNotes": "Free at $0 with no card. Pro is $19 a month and Ultra $199 a month on monthly billing. Free and Pro have a refilling usage allowance, with no figures published, and Poke continues in a lighter mode past it. Ultra includes a monthly credit pool (1 credit is $1 of usage), with top-ups and optional auto-reload. Poke Human is included with Ultra, with real-world expenses charged at cost. Model usage is not billed separately (https://poke.com/pricing; https://poke.com/docs/usage-and-resets; https://poke.com/faq, checked 2026-10-12).",
      "priceSummary": "$19 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt or the pricing page (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://poke.com/docs",
      "llmsTxt": "https://poke.com/llms.txt",
      "capabilities": [
        "assistant.proactive",
        "assistant.messaging",
        "assistant.accounts",
        "assistant.memory",
        "agent.mcp-client"
      ],
      "tags": [
        "hosted",
        "closed-source",
        "messaging",
        "imessage",
        "whatsapp",
        "telegram",
        "gmail",
        "outlook",
        "mcp-client",
        "api-key",
        "free-tier",
        "status-page",
        "llms-txt",
        "trains-on-data-by-default"
      ],
      "lastRelease": "2026-06-25",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 37.7,
        "grade": "F",
        "agentReady": false,
        "rank": 1139,
        "ranked": true,
        "rankOf": 1239,
        "categoryRank": 24,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 30,
          "maintenance": 31,
          "payments": 30,
          "reliability": 51,
          "schema": 42,
          "security": 24,
          "transparency": 59
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-12"
        },
        "negative": 0,
        "verdict": "Hosted assistant that answers in Apple Messages, WhatsApp, Telegram and RCS and acts in Gmail, Outlook, calendars and MCP servers. Plan prices and a status page are public. No approval settings, credential storage, model providers or retention periods are documented, and customer content trains models unless Maximum Privacy is selected.",
        "bestFor": "One person who wants an assistant in their text messages that reads and drafts mail, manages a calendar and reaches other apps through MCP.",
        "strengths": [
          "Answers on Apple Messages, WhatsApp, Telegram and RCS, with the channel chosen in settings, per the docs welcome page and FAQ",
          "Free plan with no card, Pro at $19 a month and Ultra at $199 a month, all published without a sign-in",
          "Connects any remote MCP server by URL, with API key or OAuth, and OAuth servers with Dynamic Client Registration need no setup",
          "status.poke.com lists App, Email, Integrations, three messaging channels and API, with two incidents from July to 12 October 2026",
          "Named API keys are created in Kitchen, shown once and revoked one at a time"
        ],
        "weaknesses": [
          "No documented setting for which actions need approval before Poke sends, deletes or spends. Release notes mention email draft approval only in passing",
          "Customer content, including email contents, may train AI models unless the user selects Maximum Privacy, per the privacy notice of 11 September 2026",
          "Model providers, sub-processors, hosting locations and where account tokens are stored are not named in the pages read",
          "An API key message is processed with full access to email, calendar and integrations. Keys have no scopes",
          "No security.txt, disclosure policy, bug bounty or certification was found on poke.com",
          "The terms forbid automated access for scraping and use for benchmarking or competitive analysis. This matters before any probe is run"
        ],
        "agentNotes": [
          "POST JSON to `https://poke.com/api/v1/inbound/api-message` with a Bearer key from Kitchen. Legacy `pk_` keys work only on the deprecated `/api/v1/inbound-sms/webhook`",
          "Expect only `{\"success\": true}` back. Poke's answer goes to the owner's message thread, not to the caller",
          "Do not retry a POST blindly. No idempotency key is documented, and a repeated message may make Poke act twice",
          "Treat an API key as full access to the owner's mail, calendar and integrations. Create one key per automation and revoke it when done",
          "Avoid the prefilled integration link with `apiKey` in the query string for real secrets. Enter the key in the form or use `npx poke@latest mcp add -k`"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 1.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "F",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 37.7
          }
        ],
        "editorialScores": {
          "ergonomics": 30,
          "maintenance": 31,
          "payments": 30,
          "reliability": 51,
          "schema": 42,
          "security": 24,
          "transparency": 34
        },
        "provenanceScore": 84,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-12",
            "maintenance": "2026-10-12",
            "payments": "2026-10-12",
            "reliability": "2026-10-12",
            "schema": "2026-10-12",
            "security": "2026-10-12",
            "transparency": "2026-10-12"
          },
          "last": "2026-10-12",
          "lastMoved": "2026-10-27",
          "oldest": "2026-10-12",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npx poke@latest login",
        "http": "curl 'https://poke.com/api/v1/inbound/api-message' \\\n  -H \"Authorization: Bearer YOUR_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"message\": \"test\"}'"
      },
      "letme": {
        "capability": "https://letme.dev/assistant.proactive",
        "tool": "https://letme.dev/poke"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Pro",
          "unit": "month",
          "usd": 19,
          "note": "billed monthly, refilling usage allowance with no published figure"
        },
        {
          "item": "Ultra",
          "unit": "month",
          "usd": 199,
          "note": "billed monthly, includes a monthly credit pool and Poke Human"
        },
        {
          "item": "Ultra top-up credit",
          "unit": "credit",
          "usd": 1,
          "note": "1 credit is $1 of usage"
        }
      ],
      "provenance": {
        "legalEntity": "The Interaction Company of California Inc.",
        "domain": "poke.com",
        "domainRegistered": "1997-03-26",
        "endpointOnVendorDomain": true,
        "terms": "https://poke.com/terms",
        "privacy": "https://poke.com/privacy",
        "statusPage": "https://status.poke.com",
        "changelog": "https://poke.com/docs/release-notes",
        "securityTxt": "none",
        "checked": "2026-10-12",
        "notes": [
          "The privacy notice (last updated 11 September 2026) names The Interaction Company of California Inc. and gives 169 Waverley St Apt B, Palo Alto, CA 94301 as the controller's address. The terms (last modified 17 March 2026) name The Interaction Company of California d/b/a Poke.",
          "Cognition announced on 23 July 2026 that The Interaction Company of California was joining it. The terms and privacy notice read on 12 October 2026 do not name Cognition.",
          "poke.com/.well-known/security.txt answered 404. poke.com/robots.txt also answered 404, so the host publishes no crawl rules.",
          "RDAP for poke.com gives a registration date of 1997-03-26 and NameCheap, Inc. as registrar.",
          "The API answers at poke.com/api/v1, on the vendor's domain."
        ],
        "score": 84
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/poke.json",
      "live": {
        "slug": "poke",
        "vendorStatus": {
          "page": "https://status.poke.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-31T00:21:11.806464257Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "poke",
            "version": "4.0.461",
            "seenAt": "2026-10-30T14:38:13.562084397Z"
          }
        ],
        "npmWeekly": 1656,
        "securityTxt": {
          "url": "https://poke.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-30T15:39:20.932549105Z"
        },
        "llmsTxt": {
          "url": "https://poke.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-30T15:08:28.896099054Z"
        },
        "domain": {
          "domain": "poke.com",
          "registered": "1997-03-26",
          "source": "https://rdap.verisign.com/com/v1/domain/poke.com",
          "checkedAt": "2026-10-25T13:56:41.060713491Z"
        },
        "pages": [
          {
            "url": "https://poke.com/docs/release-notes",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-30T05:46:02.9421732Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3945311a78aa"
          },
          {
            "url": "https://poke.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-30T05:46:05.134221454Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b3b15529b8e6"
          },
          {
            "url": "https://poke.com/privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-30T05:46:07.408380327Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e6eb6e92a7f5"
          },
          {
            "url": "https://poke.com/terms",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-30T05:46:09.152326146Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "ceaed31d64e8"
          }
        ],
        "updatedAt": "2026-10-31T00:21:11.806464257Z"
      }
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Platform",
        "name": "Kind"
      },
      {
        "a": "HKUDS",
        "b": "The Interaction Company of California Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0",
        "b": "Proprietary service under Poke's Terms of Service. The `poke` npm package (CLI and Node.js SDK) declares MIT",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-28",
        "b": "2026-06-25",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "2026-03-17",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "2026-09-11",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "51k stars",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "1.8/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "DeepTutor scores 62.7 (B) on agent readiness against Poke's 37.7 (F), and leads in 6 of 7 scored categories. Poke leads on transparency \u0026 trust.",
        "question": "Which is better for AI agents, DeepTutor or Poke?"
      },
      {
        "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for Poke.",
        "question": "Are DeepTutor and Poke open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 78 against 51",
          "Schema \u0026 documentation, 71 against 42",
          "Agent ergonomics, 63 against 30",
          "Security \u0026 auth, 51 against 24",
          "Payments \u0026 pricing, 60 against 30",
          "Maintenance \u0026 community, 84 against 31"
        ],
        "also": [
          "No key needed to call it",
          "Free to start without a card",
          "Open source"
        ],
        "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"
      },
      {
        "aheadOn": [
          "Transparency \u0026 trust, 59 against 52"
        ],
        "also": [
          "No incidents deducted, where DeepTutor loses 3 points for them"
        ],
        "goodFor": "One person who wants an assistant in their text messages that reads and drafts mail, manages a calendar and reaches other apps through MCP.",
        "slug": "poke",
        "watchFor": "No documented setting for which actions need approval before Poke sends, deletes or spends. Release notes mention email draft approval only in passing"
      }
    ],
    "job": {
      "capability": "assistant.memory",
      "name": "Assistants that remember you"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor.json",
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        "url": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/asaply-vs-poke.json",
        "title": "asaply vs Poke",
        "url": "https://www.anchorterminal.com/compare/asaply-vs-poke"
      },
      {
        "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/asmi-vs-poke.json",
        "title": "Asmi vs Poke",
        "url": "https://www.anchorterminal.com/compare/asmi-vs-poke"
      },
      {
        "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/boba-vs-poke.json",
        "title": "Boba vs Poke",
        "url": "https://www.anchorterminal.com/compare/boba-vs-poke"
      },
      {
        "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/brea-vs-poke.json",
        "title": "Brea vs Poke",
        "url": "https://www.anchorterminal.com/compare/brea-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/del-vs-poke.json",
        "title": "Del vs Poke",
        "url": "https://www.anchorterminal.com/compare/del-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hirealpha-vs-poke.json",
        "title": "HireAlpha vs Poke",
        "url": "https://www.anchorterminal.com/compare/hirealpha-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openinstinct-vs-poke.json",
        "title": "OpenInstinct vs Poke",
        "url": "https://www.anchorterminal.com/compare/openinstinct-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orbits-vs-poke.json",
        "title": "Orbits vs Poke",
        "url": "https://www.anchorterminal.com/compare/orbits-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-poke.json",
        "title": "Orchid vs Poke",
        "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-szn.json",
        "title": "Poke vs szn",
        "url": "https://www.anchorterminal.com/compare/poke-vs-szn"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-tab-bot.json",
        "title": "Poke vs Tab",
        "url": "https://www.anchorterminal.com/compare/poke-vs-tab-bot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-zapia.json",
        "title": "Poke vs Zapia",
        "url": "https://www.anchorterminal.com/compare/poke-vs-zapia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/astrbot-vs-poke.json",
        "title": "AstrBot vs Poke",
        "url": "https://www.anchorterminal.com/compare/astrbot-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/boski-vs-poke.json",
        "title": "Boski vs Poke",
        "url": "https://www.anchorterminal.com/compare/boski-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/caddy-app-vs-poke.json",
        "title": "Caddy vs Poke",
        "url": "https://www.anchorterminal.com/compare/caddy-app-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-duet-vs-poke.json",
        "title": "Claude Duet vs Poke",
        "url": "https://www.anchorterminal.com/compare/claude-duet-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cowagent-vs-poke.json",
        "title": "CowAgent vs Poke",
        "url": "https://www.anchorterminal.com/compare/cowagent-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-poke.json",
        "title": "folk vs Poke",
        "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gaia-vs-poke.json",
        "title": "GAIA vs Poke",
        "url": "https://www.anchorterminal.com/compare/gaia-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-poke.json",
        "title": "Gemini Spark vs Poke",
        "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/grok-bot-vs-poke.json",
        "title": "Grok Bot vs Poke",
        "url": "https://www.anchorterminal.com/compare/grok-bot-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/haven-vs-poke.json",
        "title": "Haven vs Poke",
        "url": "https://www.anchorterminal.com/compare/haven-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-poke.json",
        "title": "Hermes Agent vs Poke",
        "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/instinct-vs-poke.json",
        "title": "Instinct vs Poke",
        "url": "https://www.anchorterminal.com/compare/instinct-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ironclaw-vs-poke.json",
        "title": "IronClaw vs Poke",
        "url": "https://www.anchorterminal.com/compare/ironclaw-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/leon-vs-poke.json",
        "title": "Leon vs Poke",
        "url": "https://www.anchorterminal.com/compare/leon-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lindy-vs-poke.json",
        "title": "Lindy vs Poke",
        "url": "https://www.anchorterminal.com/compare/lindy-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanobot-vs-poke.json",
        "title": "nanobot vs Poke",
        "url": "https://www.anchorterminal.com/compare/nanobot-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-poke.json",
        "title": "NanoClaw vs Poke",
        "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-poke"
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      {
        "json": "https://www.anchorterminal.com/compare/openai-dots-vs-poke.json",
        "title": "Dots vs Poke",
        "url": "https://www.anchorterminal.com/compare/openai-dots-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openclaw-vs-poke.json",
        "title": "OpenClaw vs Poke",
        "url": "https://www.anchorterminal.com/compare/openclaw-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openduet-vs-poke.json",
        "title": "OpenDuet vs Poke",
        "url": "https://www.anchorterminal.com/compare/openduet-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/picoclaw-vs-poke.json",
        "title": "PicoClaw vs Poke",
        "url": "https://www.anchorterminal.com/compare/picoclaw-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-qwenpaw.json",
        "title": "Poke vs QwenPaw",
        "url": "https://www.anchorterminal.com/compare/poke-vs-qwenpaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-tasker-ai.json",
        "title": "Poke vs Tasker AI",
        "url": "https://www.anchorterminal.com/compare/poke-vs-tasker-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-town.json",
        "title": "Poke vs Town",
        "url": "https://www.anchorterminal.com/compare/poke-vs-town"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-zeroclaw.json",
        "title": "Poke vs ZeroClaw",
        "url": "https://www.anchorterminal.com/compare/poke-vs-zeroclaw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-zo-computer.json",
        "title": "Poke vs Zo Computer",
        "url": "https://www.anchorterminal.com/compare/poke-vs-zo-computer"
      },
      {
        "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-poke.json",
        "title": "Atticus vs Poke",
        "url": "https://www.anchorterminal.com/compare/atticus-vs-poke"
      },
      {
        "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",
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        "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"
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      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.json",
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        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot"
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      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.json",
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        "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-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",
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        "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",
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        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia"
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      {
        "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.json",
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        "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw"
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      {
        "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/hark-pro-vs-poke.json",
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        "url": "https://www.anchorterminal.com/compare/hark-pro-vs-poke"
      },
      {
        "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/poke-vs-talorys.json",
        "title": "Poke vs Talorys",
        "url": "https://www.anchorterminal.com/compare/poke-vs-talorys"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lobby-os-vs-poke.json",
        "title": "Lobby vs Poke",
        "url": "https://www.anchorterminal.com/compare/lobby-os-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/natura-vs-poke.json",
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        "url": "https://www.anchorterminal.com/compare/natura-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pally-vs-poke.json",
        "title": "Pally vs Poke",
        "url": "https://www.anchorterminal.com/compare/pally-vs-poke"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-tomo.json",
        "title": "Poke vs Tomo",
        "url": "https://www.anchorterminal.com/compare/poke-vs-tomo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/poke-vs-wajo.json",
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        "url": "https://www.anchorterminal.com/compare/poke-vs-wajo"
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      {
        "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"
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    ],
    "scores": [
      {
        "by": 27,
        "deeptutor": 78,
        "edge": "deeptutor",
        "key": "reliability",
        "name": "Reliability",
        "poke": 51,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 29,
        "deeptutor": 71,
        "edge": "deeptutor",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "poke": 42,
        "weight": 13
      },
      {
        "by": 33,
        "deeptutor": 63,
        "edge": "deeptutor",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "poke": 30,
        "weight": 13
      },
      {
        "by": 27,
        "deeptutor": 51,
        "edge": "deeptutor",
        "key": "security",
        "name": "Security \u0026 auth",
        "poke": 24,
        "weight": 14
      },
      {
        "by": 30,
        "deeptutor": 60,
        "edge": "deeptutor",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "poke": 30,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 53,
        "deeptutor": 84,
        "edge": "deeptutor",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "poke": 31,
        "weight": 7
      },
      {
        "by": 7,
        "deeptutor": 52,
        "edge": "poke",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "poke": 59,
        "weight": 7
      }
    ],
    "summary": "DeepTutor scores 62.7 (B) on agent readiness against Poke's 37.7 (F), and leads in 6 of 7 scored categories. Poke leads on transparency \u0026 trust. Both do assistants that remember you.",
    "tutorials": [],
    "verdicts": {
      "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.",
      "poke": "Hosted assistant that answers in Apple Messages, WhatsApp, Telegram and RCS and acts in Gmail, Outlook, calendars and MCP servers. Plan prices and a status page are public. No approval settings, credential storage, model providers or retention periods are documented, and customer content trains models unless Maximum Privacy is selected."
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  "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Poke's 37.7 (F), and leads in 6 of 7 scored categories. Poke leads on transparency \u0026 trust. Both do assistants that remember you.\n\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- Poke: grade F, 37.7/100, rank #1139 of 1239. Markdown https://www.anchorterminal.com/tools/poke.md · JSON https://www.anchorterminal.com/api/v1/tools/poke.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### 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 51\n- Schema \u0026 documentation, 71 against 42\n- Agent ergonomics, 63 against 30\n- Security \u0026 auth, 51 against 24\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 84 against 31\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials\n\n### Poke (F)\n\nGood for: One person who wants an assistant in their text messages that reads and drafts mail, manages a calendar and reaches other apps through MCP.\n\nAhead on:\n- Transparency \u0026 trust, 59 against 52\n\nAlso in its favour:\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: No documented setting for which actions need approval before Poke sends, deletes or spends. Release notes mention email draft approval only in passing\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | Poke | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 78 | 51 | DeepTutor +27 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 42 | DeepTutor +29 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 30 | DeepTutor +33 |\n| Security \u0026 auth | 14% (17.5 this run) | 51 | 24 | DeepTutor +27 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 30 | DeepTutor +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 84 | 31 | DeepTutor +53 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 59 | Poke +7 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **62.7 · B** | **37.7 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | Poke |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | The Interaction Company of California Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  | HTTP |\n| Auth | None | API key |\n| Pricing | Free | Freemium |\n| x402 | no | no |\n| Licence | Apache-2.0 | Proprietary service under Poke's Terms of Service. The `poke` npm package (CLI and Node.js SDK) declares MIT |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-28 | 2026-06-25 |\n| Terms last updated | no document linked | 2026-03-17 |\n| Privacy policy last updated | no document linked | 2026-09-11 |\n| Customer content may train models |  | yes |\n| Terms restrict automated access |  | yes |\n| Terms restrict benchmarking |  | yes |\n| Terms or service can change without notice |  | yes |\n| Arbitration or class-action waiver |  | yes |\n| Popularity | 51k stars | none |\n| Agent reviews | none | 1.8/5 (4) |\n\n## Verdicts\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**Poke.** Hosted assistant that answers in Apple Messages, WhatsApp, Telegram and RCS and acts in Gmail, Outlook, calendars and MCP servers. Plan prices and a status page are public. No approval settings, credential storage, model providers or retention periods are documented, and customer content trains models unless Maximum Privacy is selected.\n\n## Before you call either\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### Poke\n\n1. POST JSON to `https://poke.com/api/v1/inbound/api-message` with a Bearer key from Kitchen. Legacy `pk_` keys work only on the deprecated `/api/v1/inbound-sms/webhook`\n2. Expect only `{\"success\": true}` back. Poke's answer goes to the owner's message thread, not to the caller\n3. Do not retry a POST blindly. No idempotency key is documented, and a repeated message may make Poke act twice\n4. Treat an API key as full access to the owner's mail, calendar and integrations. Create one key per automation and revoke it when done\n5. Avoid the prefilled integration link with `apiKey` in the query string for real secrets. Enter the key in the form or use `npx poke@latest mcp add -k`\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or Poke?\n\nDeepTutor scores 62.7 (B) on agent readiness against Poke's 37.7 (F), and leads in 6 of 7 scored categories. Poke leads on transparency \u0026 trust.\n\n### Are DeepTutor and Poke open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for Poke.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-poke.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-poke.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"poke\"}`. From a terminal: `anchor compare deeptutor poke`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/poke.json\n\n## Other comparisons with DeepTutor or Poke\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs Poke](https://www.anchorterminal.com/compare/asaply-vs-poke.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs Poke](https://www.anchorterminal.com/compare/asmi-vs-poke.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- [Boba vs Poke](https://www.anchorterminal.com/compare/boba-vs-poke.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs Poke](https://www.anchorterminal.com/compare/brea-vs-poke.md)\n- [Del vs Poke](https://www.anchorterminal.com/compare/del-vs-poke.md)\n- [HireAlpha vs Poke](https://www.anchorterminal.com/compare/hirealpha-vs-poke.md)\n- [OpenInstinct vs Poke](https://www.anchorterminal.com/compare/openinstinct-vs-poke.md)\n- [Orbits vs Poke](https://www.anchorterminal.com/compare/orbits-vs-poke.md)\n- [Orchid vs Poke](https://www.anchorterminal.com/compare/orchid-ai-vs-poke.md)\n- [Poke vs szn](https://www.anchorterminal.com/compare/poke-vs-szn.md)\n- [Poke vs Tab](https://www.anchorterminal.com/compare/poke-vs-tab-bot.md)\n- [Poke vs Zapia](https://www.anchorterminal.com/compare/poke-vs-zapia.md)\n- [AstrBot vs Poke](https://www.anchorterminal.com/compare/astrbot-vs-poke.md)\n- [Boski vs Poke](https://www.anchorterminal.com/compare/boski-vs-poke.md)\n- [Caddy vs Poke](https://www.anchorterminal.com/compare/caddy-app-vs-poke.md)\n- [Claude Duet vs Poke](https://www.anchorterminal.com/compare/claude-duet-vs-poke.md)\n- [CowAgent vs Poke](https://www.anchorterminal.com/compare/cowagent-vs-poke.md)\n- [folk vs Poke](https://www.anchorterminal.com/compare/folk-nozomio-vs-poke.md)\n- [GAIA vs Poke](https://www.anchorterminal.com/compare/gaia-vs-poke.md)\n- [Gemini Spark vs Poke](https://www.anchorterminal.com/compare/gemini-spark-vs-poke.md)\n- [Grok Bot vs Poke](https://www.anchorterminal.com/compare/grok-bot-vs-poke.md)\n- [Haven vs Poke](https://www.anchorterminal.com/compare/haven-vs-poke.md)\n- [Hermes Agent vs Poke](https://www.anchorterminal.com/compare/hermes-agent-vs-poke.md)\n- [Instinct vs Poke](https://www.anchorterminal.com/compare/instinct-vs-poke.md)\n- [IronClaw vs Poke](https://www.anchorterminal.com/compare/ironclaw-vs-poke.md)\n- [Leon vs Poke](https://www.anchorterminal.com/compare/leon-vs-poke.md)\n- [Lindy vs Poke](https://www.anchorterminal.com/compare/lindy-vs-poke.md)\n- [nanobot vs Poke](https://www.anchorterminal.com/compare/nanobot-vs-poke.md)\n- [NanoClaw vs Poke](https://www.anchorterminal.com/compare/nanoclaw-vs-poke.md)\n- [Dots vs Poke](https://www.anchorterminal.com/compare/openai-dots-vs-poke.md)\n- [OpenClaw vs Poke](https://www.anchorterminal.com/compare/openclaw-vs-poke.md)\n- [OpenDuet vs Poke](https://www.anchorterminal.com/compare/openduet-vs-poke.md)\n- [PicoClaw vs Poke](https://www.anchorterminal.com/compare/picoclaw-vs-poke.md)\n- [Poke vs QwenPaw](https://www.anchorterminal.com/compare/poke-vs-qwenpaw.md)\n- [Poke vs Tasker AI](https://www.anchorterminal.com/compare/poke-vs-tasker-ai.md)\n- [Poke vs Town](https://www.anchorterminal.com/compare/poke-vs-town.md)\n- [Poke vs ZeroClaw](https://www.anchorterminal.com/compare/poke-vs-zeroclaw.md)\n- [Poke vs Zo Computer](https://www.anchorterminal.com/compare/poke-vs-zo-computer.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs Poke](https://www.anchorterminal.com/compare/atticus-vs-poke.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 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- [Hark Pro vs Poke](https://www.anchorterminal.com/compare/hark-pro-vs-poke.md)\n- [LearnHarness vs Poke](https://www.anchorterminal.com/compare/learnharness-vs-poke.md)\n- [Poke vs Talorys](https://www.anchorterminal.com/compare/poke-vs-talorys.md)\n- [Lobby vs Poke](https://www.anchorterminal.com/compare/lobby-os-vs-poke.md)\n- [Natura tinyNature vs Poke](https://www.anchorterminal.com/compare/natura-vs-poke.md)\n- [Pally vs Poke](https://www.anchorterminal.com/compare/pally-vs-poke.md)\n- [Poke vs Tomo](https://www.anchorterminal.com/compare/poke-vs-tomo.md)\n- [Poke vs Wajo (Fo)](https://www.anchorterminal.com/compare/poke-vs-wajo.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n",
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