{ "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": "OpenClaw scores 67.4 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 5 of 7 scored categories.", "b": { "slug": "openclaw", "name": "OpenClaw", "vendor": "OpenClaw Foundation", "vendorUrl": "https://openclaw.ai", "kind": "harness", "category": "personal-assistants", "summary": "Open-source personal AI assistant that runs as a Gateway on the owner's own computer and answers in WhatsApp, Telegram, Slack, iMessage and other chat apps, with desktop and mobile apps. The OpenClaw Foundation maintains it under the MIT licence.", "url": "https://www.anchorterminal.com/tools/openclaw", "markdownUrl": "https://www.anchorterminal.com/tools/openclaw.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/openclaw.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/openclaw.json", "repo": "https://github.com/openclaw/openclaw", "license": "MIT", "transports": [], "packages": [ { "registry": "npm", "name": "openclaw" }, { "registry": "oci", "name": "ghcr.io/openclaw/openclaw" } ], "auth": "mixed", "authNotes": "No OpenClaw account exists. The owner supplies model provider API keys or signs in with a ChatGPT or Claude subscription, and adds a bot token, QR pairing or OAuth grant for each channel and account. Clients reach the Gateway with a token or password (`gateway.auth.mode`), or through a trusted proxy, and paired devices hold their own tokens. Operator scopes (`operator.read`, `operator.write`, `operator.admin` and others) apply to paired clients, but a shared-secret bearer token on `POST /tools/invoke` gets full operator access whatever scopes the caller sends (https://docs.openclaw.ai/gateway/tools-invoke-http-api; https://docs.openclaw.ai/gateway/operator-scopes).", "pricing": "free", "pricingNotes": "Free under the MIT licence, with no paid tier, hosted service or subscription. The owner pays the model provider for usage, or nothing with a local model, plus any search, speech or media API they configure (https://github.com/openclaw/openclaw; https://docs.openclaw.ai/reference/api-usage-costs).", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs or the source (checked 2026-10-12).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 391800, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-12" }, "docsUrl": "https://docs.openclaw.ai", "llmsTxt": "https://docs.openclaw.ai/llms.txt", "capabilities": [ "assistant.proactive", "assistant.messaging", "assistant.accounts", "assistant.memory", "assistant.self-hosted", "agent.mcp-client" ], "tags": [ "open-source", "self-hosted", "local", "free", "foundation", "llms-txt", "docker", "typescript" ], "lastRelease": "2026-10-12", "graded": true, "anchor": { "graded": true, "score": 67.4, "grade": "B", "agentReady": false, "rank": 288, "ranked": true, "rankOf": 1239, "categoryRank": 4, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 77, "maintenance": 86, "payments": 60, "reliability": 75, "schema": 84, "security": 74, "transparency": 72 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-12" }, "negative": -8, "negativeNotes": [ "2026-09-11. The project's security page and GitHub advisory list show 722 advisories published between 31 January and 11 September 2026, 14 critical, 249 high, 390 medium and 69 low, 39 with a CVE. The largest groups are Gateway auth and scopes (182) and exec, sandbox and approvals (160). The project says all 14 critical issues are fixed and disclosed and reports no known compromise of its infrastructure. Fixed and published, which decays the deduction, but the volume and the two areas affected bear directly on an assistant that holds its owner's accounts, -8. https://openclaw.ai/security; https://github.com/openclaw/openclaw/security/advisories" ], "verdict": "Self-hosted under the MIT licence, with state, memory and credentials kept on the owner's machine and no paid tier. A fresh install runs tools on the host with full access, no approval prompt and no sandbox, and the project has published 722 security advisories since January 2026, 14 of them critical.", "bestFor": "A technical owner who wants an assistant on their own machine across many chat apps, with their choice of model and files they can read and delete.", "strengths": [ "State, memory and credentials stay under `~/.openclaw` on the owner's machine, and the project sells no hosted service or paid tier", "Memory is plain Markdown files in the workspace, and `openclaw memory forget` removes what a named session contributed", "Four session permission modes (`read-only`, `guarded`, `workspace`, `full`), exec approvals and an optional Docker or Podman tool sandbox", "Unknown direct-message senders get a pairing code by default and are ignored until the owner approves them", "Telemetry is documented field by field. Feature statistics are opt-in and `update.checkOnStart: false` stops every automatic request", "13 stable releases in the 90 days to 12 October 2026, with npm provenance attestations on the published package" ], "weaknesses": [ "Without configuration the default is full access. Host exec runs with no approval and sandboxing is off", "Agents with the message tool can send across conversations and channel providers by default, with no approval step for a send", "722 advisories published between 31 January and 11 September 2026, 14 critical and 249 high, per the project's own security page", "Credentials sit in files and SQLite databases under `~/.openclaw`, protected by file permissions unless the owner configures a secret provider", "The project's own maturity scorecard rates the product at 68 per cent, labelled Alpha", "The privacy policy covers the mobile apps, the Chrome extension and website analytics, and says it does not cover the Gateway" ], "agentNotes": [ "Set a session permission mode of `guarded` or `workspace`, or `tools.exec.mode`, before connecting mail. The default runs host commands without approval", "Turn on `agents.defaults.sandbox` for any agent that reads mail, web pages or attachments. Sandboxing is off by default", "Set `tools.message.crossContext.allowAcrossProviders` and `allowWithinProvider` to `false` to confine sends to the current conversation", "Route incoming mail to a restricted reader agent, as the IMAP and Gmail guides show, and deny `gateway`, `cron`, `sessions_spawn` and `sessions_send` for it", "Run `openclaw security audit` after setup, and treat the Gateway token as an owner credential. `POST /tools/invoke` accepts it with full operator access" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 4, "avgRating": 2.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 67.4 } ], "editorialScores": { "ergonomics": 77, "maintenance": 86, "payments": 60, "reliability": 75, "schema": 84, "security": 74, "transparency": 82 }, "provenanceScore": 61, "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": "curl -fsSL https://openclaw.ai/install.sh | bash # or: npm install -g openclaw@latest --allow-scripts=openclaw \u0026\u0026 openclaw onboard --install-daemon" }, "letme": { "capability": "https://letme.dev/assistant.proactive", "tool": "https://letme.dev/openclaw" }, "area": "frameworks", "provenance": { "legalEntity": "OpenClaw Foundation", "domain": "openclaw.ai", "domainRegistered": "", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/openclaw/openclaw/releases", "securityTxt": "none", "checked": "2026-10-12", "notes": [ "The README and the `LICENSE` file name the OpenClaw Foundation, described as an independent 501(c)(3). Its site at www.openclaw.org gave no address, registration number, board or filings on the page we read.", "No terms of service were found for the software, so the MIT licence stands in.", "The privacy policy at openclaw.ai/privacy, effective 2 August 2026, covers the iOS and Android apps, the Chrome extension and website analytics, and says it does not cover the gateway, server or AI provider the owner connects. It is not linked here for that reason.", "openclaw.ai/.well-known/security.txt returned 404 on 12 October 2026. The repository has a SECURITY.md with private GitHub reporting and security@openclaw.ai.", "There is no hosted endpoint. A Gateway answers on its owner's own host. The daily update check goes to telemetry.openclaw.ai.", "The domain registration date was not looked up." ], "score": 61 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/openclaw.json", "live": { "slug": "openclaw", "versions": [ { "registry": "github", "name": "openclaw/openclaw", "version": "v2026.10.9", "released": "2026-10-29", "seenAt": "2026-10-30T14:34:15.592709394Z" }, { "registry": "npm", "name": "openclaw", "version": "2026.10.9", "seenAt": "2026-10-30T14:34:15.501965894Z" } ], "githubStars": 393442, "npmWeekly": 3440912, "securityTxt": { "url": "https://openclaw.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:38:16.569722804Z" }, "llmsTxt": { "url": "https://docs.openclaw.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:08:20.721783358Z" }, "domain": { "domain": "openclaw.ai", "registered": "2026-01-29", "source": "https://rdap.identitydigital.services/rdap/domain/openclaw.ai", "checkedAt": "2026-10-25T14:06:17.587036217Z" }, "pages": [ { "url": "https://raw.githubusercontent.com/openclaw/openclaw/main/CHANGELOG/2026.9.6.md", "kind": "deprecations", "status": 304, "checkedAt": "2026-10-30T05:49:53.961467955Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "ad87c9240408" } ], "github": { "repo": "openclaw/openclaw", "checkedAt": "2026-10-26T07:52:44.694999431Z", "stars": 393085, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-26T07:52:36Z", "openIssues": 5062, "openPRs": 2781, "issuesOpened90d": 16258, "issuesClosed90d": 15154, "prsMerged90d": 43501, "ci": { "branch": "main", "runs": 50, "success": 13, "failure": 0, "other": 37, "latest": "skipped", "latestAt": "2026-10-26T07:52:03Z" }, "advisories": [ { "ghsa": "GHSA-xx9p-hc9w-6p5h", "severity": "medium", "published": "2026-09-11T00:58:59Z" }, { "ghsa": "GHSA-xw9g-7xvv-gcjc", "severity": "medium", "published": "2026-09-11T00:58:58Z" }, { "ghsa": "GHSA-xw48-j584-r73h", "severity": "medium", "published": "2026-09-11T00:58:56Z" }, { "ghsa": "GHSA-xvwp-wmh2-fq48", "severity": "medium", "published": "2026-09-11T00:58:55Z" }, { "ghsa": "GHSA-wwx7-573h-pqwc", "severity": "high", "published": "2026-09-11T00:58:53Z" }, { "ghsa": "GHSA-wwcw-jfpp-gpxw", "severity": "high", "published": "2026-09-11T00:58:52Z" }, { "ghsa": "GHSA-wjfv-5qch-m5vj", "severity": "low", "published": "2026-09-11T00:58:50Z" }, { "ghsa": "GHSA-w5x7-c87m-3jpc", "severity": "medium", "published": "2026-09-11T00:58:49Z" }, { "ghsa": "GHSA-vhpg-cq3w-v8p9", "severity": "medium", "published": "2026-09-11T00:58:47Z" }, { "ghsa": "GHSA-v7hh-7676-rg67", "severity": "medium", "published": "2026-09-11T00:58:46Z" }, { "ghsa": "GHSA-rx8p-qcpv-c7vr", "severity": "medium", "published": "2026-09-11T00:58:45Z" }, { "ghsa": "GHSA-rrxp-5mx8-mvhh", "severity": "high", "published": "2026-09-11T00:58:43Z" }, { "ghsa": "GHSA-rm45-4jx5-2927", "severity": "medium", "published": "2026-09-11T00:58:42Z" }, { "ghsa": "GHSA-rgjw-6v73-php6", "severity": "medium", "published": "2026-09-11T00:58:41Z" }, { "ghsa": "GHSA-r88x-r7jj-f2cf", "severity": "high", "published": "2026-09-11T00:58:39Z" }, { "ghsa": "GHSA-qw7m-h363-33qw", "severity": "high", "published": "2026-09-11T00:58:38Z" }, { "ghsa": "GHSA-qgj5-6x35-9g6f", "severity": "high", "published": "2026-09-11T00:58:37Z" }, { "ghsa": "GHSA-q9j5-4xr6-xqqw", "severity": "medium", "published": "2026-09-11T00:58:35Z" }, { "ghsa": "GHSA-pjjr-5qhr-5w6r", "severity": "high", "published": "2026-09-11T00:58:34Z" }, { "ghsa": "GHSA-pfrw-r5vr-89hw", "severity": "medium", "published": "2026-09-11T00:58:33Z" }, { "ghsa": "GHSA-p5g8-m35v-7m82", "severity": "high", "published": "2026-09-11T00:58:31Z" }, { "ghsa": "GHSA-p3h6-v2h4-36q2", "severity": "high", "published": "2026-09-11T00:58:30Z" }, { "ghsa": "GHSA-mm7m-wcgh-8mfq", "severity": "medium", "published": "2026-09-11T00:58:28Z" }, { "ghsa": "GHSA-m78m-7h3q-q938", "severity": "medium", "published": "2026-09-11T00:58:27Z" }, { "ghsa": "GHSA-jjpc-p3xf-8g7p", "severity": "high", "published": "2026-09-11T00:58:25Z" }, { "ghsa": "GHSA-jghr-xp78-995p", "severity": "high", "published": "2026-09-11T00:58:23Z" }, { "ghsa": "GHSA-j4mm-p864-vx7f", "severity": "medium", "published": "2026-09-11T00:58:22Z" }, { "ghsa": "GHSA-hpg5-cq3m-phqp", "severity": "high", "published": "2026-09-11T00:58:20Z" }, { "ghsa": "GHSA-hgv5-f2r3-6v9r", "severity": "high", "published": "2026-09-11T00:58:19Z" }, { "ghsa": "GHSA-h9jh-75j7-7hhx", "severity": "medium", "published": "2026-09-11T00:58:17Z" }, { "ghsa": "GHSA-h2qg-fxpv-82v6", "severity": "medium", "published": "2026-09-11T00:58:16Z" }, { "ghsa": "GHSA-ghpx-6xwq-2w4w", "severity": "high", "published": "2026-09-11T00:58:15Z" }, { "ghsa": "GHSA-gcm4-fmcp-2f9r", "severity": "medium", "published": "2026-09-11T00:58:13Z" }, { "ghsa": "GHSA-g7fw-3gjp-g5hf", "severity": "medium", "published": "2026-09-11T00:58:12Z" }, { "ghsa": "GHSA-g697-vv6h-r8hv", "severity": "medium", "published": "2026-09-11T00:58:10Z" }, { "ghsa": "GHSA-g24w-m94m-59qc", "severity": "low", "published": "2026-09-11T00:58:09Z" }, { "ghsa": "GHSA-fw6q-2frm-jxxr", "severity": "medium", "published": "2026-09-11T00:58:07Z" }, { "ghsa": "GHSA-fvxr-9g24-x3hf", "severity": "medium", "published": "2026-09-11T00:58:06Z" }, { "ghsa": "GHSA-fphf-69cp-h5xw", "severity": "medium", "published": "2026-09-11T00:58:04Z" }, { "ghsa": "GHSA-fgwg-c3wv-8f45", "severity": "medium", "published": "2026-09-11T00:58:03Z" }, { "ghsa": "GHSA-crg9-c62w-j2p5", "severity": "high", "published": "2026-09-11T00:58:01Z" }, { "ghsa": "GHSA-chr6-w4m5-57fv", "severity": "low", "published": "2026-09-11T00:58:00Z" }, { "ghsa": "GHSA-cf95-m4jv-59rc", "severity": "high", "published": "2026-09-11T00:57:58Z" }, { "ghsa": "GHSA-9x88-f7rh-4c83", "severity": "high", "published": "2026-09-11T00:57:57Z" }, { "ghsa": "GHSA-9p6m-2872-xm7x", "severity": "high", "published": "2026-09-11T00:57:55Z" }, { "ghsa": 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"published": "2026-06-30T00:36:15Z" }, { "ghsa": "GHSA-jhfx-v2j8-x3m6", "severity": "high", "published": "2026-06-30T00:36:01Z" } ] }, "updatedAt": "2026-10-30T15:38:16.569722804Z" } }, "facts": [ { "a": "Agent harness", "b": "Agent harness", "name": "Kind" }, { "a": "HKUDS", "b": "OpenClaw Foundation", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "None", "b": "OAuth or key", "name": "Auth" }, { "a": "Free", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0", "b": "MIT", "name": "Licence" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-28", "b": "2026-10-12", "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": "51k stars", "b": "392k stars", "name": "Popularity" }, { "a": "none", "b": "2.5/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "OpenClaw scores 67.4 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 5 of 7 scored categories.", "question": "Which is better for AI agents, DeepTutor or OpenClaw?" }, { "answer": "Yes. DeepTutor is open source (Apache-2.0). OpenClaw is open source (MIT).", "question": "Are DeepTutor and OpenClaw open source?" } ], "goodFor": [ { "aheadOn": null, "also": [ "No key needed to call it", "Free to start without a card" ], "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": [ "Schema \u0026 documentation, 84 against 71", "Agent ergonomics, 77 against 63", "Security \u0026 auth, 74 against 51", "Transparency \u0026 trust, 72 against 52" ], "also": null, "goodFor": "A technical owner who wants an assistant on their own machine across many chat apps, with their choice of model and files they can read and delete.", "slug": "openclaw", "watchFor": "Without configuration the default is full access. Host exec runs with no approval and sandboxing is off" } ], "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/asaply-vs-openclaw.json", "title": "asaply vs OpenClaw", "url": "https://www.anchorterminal.com/compare/asaply-vs-openclaw" }, { "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-openclaw.json", "title": "Asmi vs OpenClaw", "url": "https://www.anchorterminal.com/compare/asmi-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.json", "title": "AstrBot vs DeepTutor", "url": 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"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-openclaw.json", "title": "Atticus vs OpenClaw", "url": "https://www.anchorterminal.com/compare/atticus-vs-openclaw" }, { "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-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/hark-pro-vs-openclaw.json", "title": "Hark Pro vs OpenClaw", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw.json", "title": "LearnHarness vs OpenClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-talorys.json", "title": "OpenClaw vs Talorys", "url": "https://www.anchorterminal.com/compare/openclaw-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-openclaw.json", "title": "Lobby vs OpenClaw", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-openclaw.json", "title": "Natura tinyNature vs OpenClaw", "url": "https://www.anchorterminal.com/compare/natura-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-pally.json", "title": "OpenClaw vs Pally", "url": "https://www.anchorterminal.com/compare/openclaw-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-tomo.json", "title": "OpenClaw vs Tomo", "url": "https://www.anchorterminal.com/compare/openclaw-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-wajo.json", "title": "OpenClaw vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/openclaw-vs-wajo" }, { "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": [ { "by": 3, "deeptutor": 78, "edge": "deeptutor", "key": "reliability", "name": "Reliability", "openclaw": 75, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 13, "deeptutor": 71, "edge": "openclaw", "key": "schema", "name": "Schema \u0026 documentation", "openclaw": 84, "weight": 13 }, { "by": 14, "deeptutor": 63, "edge": "openclaw", "key": "ergonomics", "name": "Agent ergonomics", "openclaw": 77, "weight": 13 }, { "by": 23, "deeptutor": 51, "edge": "openclaw", "key": "security", "name": "Security \u0026 auth", "openclaw": 74, "weight": 14 }, { "by": 0, "deeptutor": 60, "edge": "", "key": "payments", "name": "Payments \u0026 pricing", "openclaw": 60, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 2, "deeptutor": 84, "edge": "openclaw", "key": "maintenance", "name": "Maintenance \u0026 community", "openclaw": 86, "weight": 7 }, { "by": 20, "deeptutor": 52, "edge": "openclaw", "key": "transparency", "name": "Transparency \u0026 trust", "openclaw": 72, "weight": 7 } ], "summary": "OpenClaw scores 67.4 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 5 of 7 scored categories. 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.", "openclaw": "Self-hosted under the MIT licence, with state, memory and credentials kept on the owner's machine and no paid tier. A fresh install runs tools on the host with full access, no approval prompt and no sandbox, and the project has published 722 security advisories since January 2026, 14 of them critical." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.min.md" }, "markdown": "OpenClaw scores 67.4 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 5 of 7 scored categories. 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- OpenClaw: grade B, 67.4/100, rank #288 of 1239. Markdown https://www.anchorterminal.com/tools/openclaw.md · JSON https://www.anchorterminal.com/api/v1/tools/openclaw.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\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\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### OpenClaw (B)\n\nGood for: A technical owner who wants an assistant on their own machine across many chat apps, with their choice of model and files they can read and delete.\n\nAhead on:\n- Schema \u0026 documentation, 84 against 71\n- Agent ergonomics, 77 against 63\n- Security \u0026 auth, 74 against 51\n- Transparency \u0026 trust, 72 against 52\n\nWatch for: Without configuration the default is full access. Host exec runs with no approval and sandboxing is off\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | OpenClaw | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 78 | 75 | DeepTutor +3 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 84 | OpenClaw +13 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 77 | OpenClaw +14 |\n| Security \u0026 auth | 14% (17.5 this run) | 51 | 74 | OpenClaw +23 |\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) | 84 | 86 | OpenClaw +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 72 | OpenClaw +20 |\n| Negative events | ≤15 | -3 | -8 | |\n| **Total** | | **62.7 · B** | **67.4 · B** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | OpenClaw |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | HKUDS | OpenClaw Foundation |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | None | OAuth or key |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | Apache-2.0 | MIT |\n| Read-only variant documented | no | yes |\n| llms.txt | no | yes |\n| Last release | 2026-10-28 | 2026-10-12 |\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 | 51k stars | 392k stars |\n| Agent reviews | none | 2.5/5 (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**OpenClaw.** Self-hosted under the MIT licence, with state, memory and credentials kept on the owner's machine and no paid tier. A fresh install runs tools on the host with full access, no approval prompt and no sandbox, and the project has published 722 security advisories since January 2026, 14 of them critical.\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### OpenClaw\n\n1. Set a session permission mode of `guarded` or `workspace`, or `tools.exec.mode`, before connecting mail. The default runs host commands without approval\n2. Turn on `agents.defaults.sandbox` for any agent that reads mail, web pages or attachments. Sandboxing is off by default\n3. Set `tools.message.crossContext.allowAcrossProviders` and `allowWithinProvider` to `false` to confine sends to the current conversation\n4. Route incoming mail to a restricted reader agent, as the IMAP and Gmail guides show, and deny `gateway`, `cron`, `sessions_spawn` and `sessions_send` for it\n5. Run `openclaw security audit` after setup, and treat the Gateway token as an owner credential. `POST /tools/invoke` accepts it with full operator access\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or OpenClaw?\n\nOpenClaw scores 67.4 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 5 of 7 scored categories.\n\n### Are DeepTutor and OpenClaw open source?\n\nYes. DeepTutor is open source (Apache-2.0). OpenClaw is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"openclaw\"}`. From a terminal: `anchor compare deeptutor openclaw`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/openclaw.json\n\n## Other comparisons with DeepTutor or OpenClaw\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs OpenClaw](https://www.anchorterminal.com/compare/asaply-vs-openclaw.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs OpenClaw](https://www.anchorterminal.com/compare/asmi-vs-openclaw.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 OpenClaw](https://www.anchorterminal.com/compare/boba-vs-openclaw.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs OpenClaw](https://www.anchorterminal.com/compare/brea-vs-openclaw.md)\n- [Del vs OpenClaw](https://www.anchorterminal.com/compare/del-vs-openclaw.md)\n- [HireAlpha vs OpenClaw](https://www.anchorterminal.com/compare/hirealpha-vs-openclaw.md)\n- [OpenClaw vs OpenInstinct](https://www.anchorterminal.com/compare/openclaw-vs-openinstinct.md)\n- [OpenClaw vs Orbits](https://www.anchorterminal.com/compare/openclaw-vs-orbits.md)\n- [OpenClaw vs Orchid](https://www.anchorterminal.com/compare/openclaw-vs-orchid-ai.md)\n- [OpenClaw vs szn](https://www.anchorterminal.com/compare/openclaw-vs-szn.md)\n- [OpenClaw vs Tab](https://www.anchorterminal.com/compare/openclaw-vs-tab-bot.md)\n- [OpenClaw vs Zapia](https://www.anchorterminal.com/compare/openclaw-vs-zapia.md)\n- [AstrBot vs OpenClaw](https://www.anchorterminal.com/compare/astrbot-vs-openclaw.md)\n- [Boski vs OpenClaw](https://www.anchorterminal.com/compare/boski-vs-openclaw.md)\n- [Caddy vs OpenClaw](https://www.anchorterminal.com/compare/caddy-app-vs-openclaw.md)\n- [Claude Duet vs OpenClaw](https://www.anchorterminal.com/compare/claude-duet-vs-openclaw.md)\n- [CowAgent vs OpenClaw](https://www.anchorterminal.com/compare/cowagent-vs-openclaw.md)\n- [folk vs OpenClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-openclaw.md)\n- [GAIA vs OpenClaw](https://www.anchorterminal.com/compare/gaia-vs-openclaw.md)\n- [Gemini Spark vs OpenClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-openclaw.md)\n- [Grok Bot vs OpenClaw](https://www.anchorterminal.com/compare/grok-bot-vs-openclaw.md)\n- [Haven vs OpenClaw](https://www.anchorterminal.com/compare/haven-vs-openclaw.md)\n- [Hermes Agent vs OpenClaw](https://www.anchorterminal.com/compare/hermes-agent-vs-openclaw.md)\n- [Instinct vs OpenClaw](https://www.anchorterminal.com/compare/instinct-vs-openclaw.md)\n- [IronClaw vs OpenClaw](https://www.anchorterminal.com/compare/ironclaw-vs-openclaw.md)\n- [Leon vs OpenClaw](https://www.anchorterminal.com/compare/leon-vs-openclaw.md)\n- [Lindy vs OpenClaw](https://www.anchorterminal.com/compare/lindy-vs-openclaw.md)\n- [nanobot vs OpenClaw](https://www.anchorterminal.com/compare/nanobot-vs-openclaw.md)\n- [NanoClaw vs OpenClaw](https://www.anchorterminal.com/compare/nanoclaw-vs-openclaw.md)\n- [Dots vs OpenClaw](https://www.anchorterminal.com/compare/openai-dots-vs-openclaw.md)\n- [OpenClaw vs OpenDuet](https://www.anchorterminal.com/compare/openclaw-vs-openduet.md)\n- [OpenClaw vs PicoClaw](https://www.anchorterminal.com/compare/openclaw-vs-picoclaw.md)\n- [OpenClaw vs Poke](https://www.anchorterminal.com/compare/openclaw-vs-poke.md)\n- [OpenClaw vs QwenPaw](https://www.anchorterminal.com/compare/openclaw-vs-qwenpaw.md)\n- [OpenClaw vs Tasker AI](https://www.anchorterminal.com/compare/openclaw-vs-tasker-ai.md)\n- [OpenClaw vs Town](https://www.anchorterminal.com/compare/openclaw-vs-town.md)\n- [OpenClaw vs ZeroClaw](https://www.anchorterminal.com/compare/openclaw-vs-zeroclaw.md)\n- [OpenClaw vs Zo Computer](https://www.anchorterminal.com/compare/openclaw-vs-zo-computer.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs OpenClaw](https://www.anchorterminal.com/compare/atticus-vs-openclaw.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 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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- [Hark Pro vs OpenClaw](https://www.anchorterminal.com/compare/hark-pro-vs-openclaw.md)\n- [LearnHarness vs OpenClaw](https://www.anchorterminal.com/compare/learnharness-vs-openclaw.md)\n- [OpenClaw vs Talorys](https://www.anchorterminal.com/compare/openclaw-vs-talorys.md)\n- [Lobby vs OpenClaw](https://www.anchorterminal.com/compare/lobby-os-vs-openclaw.md)\n- [Natura tinyNature vs OpenClaw](https://www.anchorterminal.com/compare/natura-vs-openclaw.md)\n- [OpenClaw vs Pally](https://www.anchorterminal.com/compare/openclaw-vs-pally.md)\n- [OpenClaw vs Tomo](https://www.anchorterminal.com/compare/openclaw-vs-tomo.md)\n- [OpenClaw vs Wajo (Fo)](https://www.anchorterminal.com/compare/openclaw-vs-wajo.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n", "meta": 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