{ "data": { "a": { "slug": "asmi", "name": "Asmi", "vendor": "Humint Labs, Inc.", "vendorUrl": "https://www.asmiai.com", "kind": "platform", "category": "personal-assistants", "summary": "Asmi is a hosted assistant that calls, texts and emails businesses and people to finish real-world chores, such as booking appointments, cancelling memberships or chasing refunds. It is reached by WhatsApp, the web or an MCP server.", "url": "https://www.anchorterminal.com/tools/asmi", "markdownUrl": "https://www.anchorterminal.com/tools/asmi.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/asmi.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/asmi.json", "license": "Closed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026).", "transports": [ "streamable-http" ], "remoteUrl": "https://prod.asmiai.com/mcp/claude/", "packages": [], "auth": "oauth", "authNotes": "Each assistant has its own MCP endpoint (https://prod.asmiai.com/mcp/claude/, /mcp/openai/ and /mcp/meta/), and a token issued for one is refused at the others (RFC 8707 audience binding). Sign-in opens Asmi's page, where the person enters a phone number or email, confirms a 6-digit code and chooses scopes. Claude and ChatGPT identify with a client metadata document and other clients use dynamic client registration. Access tokens last 30 days, refresh tokens rotate, and Asmi stores only SHA-256 hashes (https://www.asmiai.com/docs/mcp). Protected-resource metadata lists scopes tasks and outreach (https://prod.asmiai.com/.well-known/oauth-protected-resource/mcp/claude/). For clients that only take a static credential, support issues a key that lasts 60 days.", "pricing": "freemium", "pricingNotes": "Plans are $10 a month ($99 a year) for 20 tasks and $49 a month ($499 a year) for 100, per the MCP docs, and the terms state the monthly prices (https://www.asmiai.com/docs/mcp and https://www.asmiai.com/terms-and-conditions, checked 14 October 2026). The Free plan covers search, task lists and status, and a trial gives \"One free task that contacts a third party\". Each task that calls, texts or emails someone counts against the monthly quota, which resets monthly.", "priceSummary": "$10 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found in the site's MCP docs, terms or the OAuth metadata, checked 14 October 2026. Plans are bought through a Stripe checkout link, which the MCP tool billing_get_payment_link returns.", "endpoints": [] }, "toolCount": 12, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "docsUrl": "https://www.asmiai.com/docs/mcp", "capabilities": [ "assistant.messaging", "assistant.memory", "voice.calls", "email.send", "messaging.whatsapp", "messaging.inbound", "web.search", "tasks.create", "memory.user" ], "tags": [ "hosted", "official", "closed-source", "freemium", "free-tier", "mcp", "oauth" ], "graded": true, "disclosure": "Asmi competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "competesWith": "localghost", "anchor": { "graded": true, "score": 33.2, "grade": "F", "agentReady": false, "rank": 1157, "ranked": true, "rankOf": 1239, "categoryRank": 25, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 43, "maintenance": 3, "payments": 30, "reliability": 30, "schema": 20, "security": 49, "transparency": 50 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "Asmi is a hosted errand service with a 12-tool MCP server for Claude, ChatGPT and Muse, using OAuth with separate scopes for tracking tasks and for contacting people. Tool schemas sit behind sign-in, the outreach scope is ticked by default, and no status page, changelog or security contact was found.", "bestFor": "An agent that needs phone calls, texts and emails to businesses done for its owner.", "disclosure": "Asmi competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "strengths": [ "OAuth 2.1 with PKCE, two scopes (tasks, outreach), per-client audience binding and a revocation endpoint in its metadata.", "Without the outreach scope, a connected agent can search and read tasks but can't make Asmi contact anyone.", "The MCP docs label every tool's effect and name five failures with the fix for each.", "Call recordings kept 90 days by default and deleted data removed within 30 days, per the privacy policy.", "Free plan and a one-task trial, with sign-in by phone or email code and no card step described." ], "weaknesses": [ "Tool JSON Schemas and annotations can't be read before OAuth (unauthenticated initialize returns 401).", "The outreach scope, which lets Asmi call and text people, is ticked by default on the consent screen.", "No status page, changelog, server version or security contact found.", "A support-issued 60-day static key lets whoever holds it act as the owner.", "Model and hosting providers aren't named in the privacy policy." ], "agentNotes": [ "Use the endpoint for your own client (/mcp/claude/, /mcp/openai/ or /mcp/meta/). A token from another client gets 403.", "Call discover_search before execute_start, then poll execute_status with the task id instead of starting the task again.", "Answer Asmi's questions with execute_advance. Calls already placed can't be recalled by execute_cancel.", "Expect outreach_not_permitted if the owner unticked contact people. Ask them to reconnect rather than retrying.", "Check billing_status before starting a task, since each outreach task uses one of the month's quota." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 33.2 } ], "editorialScores": { "ergonomics": 43, "maintenance": 3, "payments": 30, "reliability": 30, "schema": 20, "security": 49, "transparency": 43 }, "provenanceScore": 56, "checked": { "categories": { "ergonomics": "2026-10-14", "maintenance": "2026-10-14", "payments": "2026-10-14", "reliability": "2026-10-14", "schema": "2026-10-14", "security": "2026-10-14", "transparency": "2026-10-14" }, "last": "2026-10-14", "lastMoved": "2026-10-30", "oldest": "2026-10-14", "stale": false, "staleAfterDays": 90 } }, "connect": { "claudeCode": "claude mcp add --transport http asmi https://prod.asmiai.com/mcp/claude/", "config": { "mcpServers": { "asmi": { "url": "https://prod.asmiai.com/mcp/claude/" } } } }, "letme": { "capability": "https://letme.dev/assistant.messaging", "tool": "https://letme.dev/asmi" }, "area": "frameworks", "unitPrices": [ { "item": "Asmi, 20 tasks", "unit": "month", "usd": 10, "note": "Per the terms, checked 14 October 2026." }, { "item": "Asmi, 100 tasks", "unit": "month", "usd": 49, "note": "Per the terms." } ], "provenance": { "legalEntity": "Humint Labs, Inc.", "domain": "asmiai.com", "domainRegistered": "2025-01-30", "endpointOnVendorDomain": true, "terms": "https://www.asmiai.com/terms-and-conditions", "privacy": "https://www.asmiai.com/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The site is a single-page app with no robots.txt (the path returns the app shell). Page text was read from https://www.asmiai.com/assets/index-AVDVf-kz.js.", "The terms and the privacy policy each say Effective October 2026, with no day, and name Humint Labs, Inc. (incorporated in Delaware), 710 Lakeway Drive, Suite 200, Sunnyvale, CA 94085. The privacy policy says its version history is available on request.", "No security.txt (the path returns the app shell), status page or changelog was found. Support support@asmiai.com.", "The OAuth authorization server metadata at https://prod.asmiai.com/.well-known/oauth-authorization-server/mcp/claude/oauth lists scopes tasks and outreach, PKCE S256, dynamic registration, client metadata documents and a revocation endpoint.", "RDAP gives a registration date of 2025-01-30 for asmiai.com." ], "score": 56 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/asmi.json", "live": { "slug": "asmi", "probe": { "target": "https://prod.asmiai.com/mcp/claude/", "method": "get", "lastAt": "2026-10-31T00:27:07.441823647Z", "lastOk": true, "lastStatus": 405, "lastMs": 160, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 157, "p95ms24h": 279, "samples24h": 249, "samples30d": 4283, "days": [ { "date": "2026-10-13", "probes": 4, "ok": 4 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 251 }, { "date": "2026-10-29", "probes": 249, "ok": 249 }, { "date": "2026-10-30", "probes": 248, "ok": 248 }, { "date": "2026-10-31", "probes": 5, "ok": 5 } ] }, "securityTxt": { "url": "https://asmiai.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:38:01.04829008Z" }, "domain": { "domain": "asmiai.com", "registered": "2025-01-30", "source": "https://rdap.verisign.com/com/v1/domain/asmiai.com", "checkedAt": "2026-10-25T13:48:13.892309864Z" }, "pages": [ { "url": "https://www.asmiai.com/privacy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-30T05:52:39.895717425Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e3b0c44298fc" }, { "url": "https://www.asmiai.com/terms-and-conditions", "kind": "terms", "status": 304, "checkedAt": "2026-10-30T05:52:42.008607436Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e3b0c44298fc" } ], "updatedAt": "2026-10-31T00:27:07.441823647Z" } }, "answer": "DeepTutor scores 62.7 (B) on agent readiness against Asmi's 33.2 (F), and leads in every scored category.", "b": { "slug": "deeptutor", "name": "DeepTutor", "vendor": "HKUDS", "vendorUrl": "https://deeptutor.info", "kind": "harness", "category": "personal-assistants", "summary": "DeepTutor is an open-source, self-hosted learning workspace from HKUDS for tutoring, quizzes, research reports and knowledge bases, with persistent memory and optional multiple users. It runs as a web app, and a `deeptutor` CLI emits NDJSON for other agents.", "url": "https://www.anchorterminal.com/tools/deeptutor", "markdownUrl": "https://www.anchorterminal.com/tools/deeptutor.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/deeptutor.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/deeptutor.json", "repo": "https://github.com/HKUDS/DeepTutor", "license": "Apache-2.0", "transports": [], "packages": [ { "registry": "pypi", "name": "deeptutor" }, { "registry": "pypi", "name": "deeptutor-cli" } ], "auth": "none", "authNotes": "No account with the project. The owner adds model provider keys in Settings or through `deeptutor config apply` with `api_key_env` naming an environment variable, or signs in to OpenAI Codex (OAuth), GitHub Copilot (device login) or CodeBuddy. Web sign-in is off by default; with `auth.json` enabled the first registered user becomes admin and grants models, knowledge bases, skills, tools and MCP access to other users (https://github.com/HKUDS/DeepTutor/blob/main/README.md).", "pricing": "free", "pricingNotes": "Free under the Apache 2.0 licence, and the README says the project has no paid online products. The owner pays the chosen model, embedding and search providers, or nothing with a local model through Ollama, LM Studio, llama.cpp, vLLM or Lemonade. The README carries a PageIndex discount code and an API Route provider preset, both third parties (checked 2026-10-30).", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, SKILL.md or the developer handbook (checked 2026-10-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 51497, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-30" }, "docsUrl": "https://deeptutor.info/", "capabilities": [ "assistant.memory", "assistant.self-hosted", "assistant.messaging", "agent.mcp-client", "knowledge.search", "search.research", "memory.user", "document.write" ], "tags": [ "open-source", "self-hosted", "local", "free", "python", "apache-2.0", "cli", "harness", "docker", "mcp-client", "rag", "no-card" ], "lastRelease": "2026-10-28", "graded": true, "anchor": { "graded": true, "score": 62.7, "grade": "B", "agentReady": false, "rank": 494, "ranked": true, "rankOf": 1239, "categoryRank": 7, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 84, "payments": 60, "reliability": 78, "schema": 71, "security": 51, "transparency": 52 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-30" }, "negative": -3, "negativeNotes": [ "2026-09-30. CVE-2026-51870 (critical on NVD). Command execution through the TutorBot shell tool's `ExecTool.execute` in v1.4.0, reported in issue #506. v1.4.1 of 27 May 2026 lists it closed with a shell RCE (#518), a filesystem path traversal (#517) and three authorisation bypasses (#514 to #516), and makes shell exec opt-in. Fixed within five days and documented in release notes, -2. https://nvd.nist.gov/vuln/detail/CVE-2026-51870", "2026-06-30. GHSA-jg88-rvpc-qvxj (CVE-2026-58168, high). Before 1.4.10, a user grant without `mcp_tools` let non-admin users in multi-user mode invoke every configured MCP tool. Single-user installs were unaffected. Fixed in 1.4.10 of 21 June 2026 with deny-by-default MCP access, -1. https://api.osv.dev/v1/vulns/GHSA-jg88-rvpc-qvxj" ], "verdict": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.", "bestFor": "A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.", "strengths": [ "Apache 2.0, self-hosted, and the README says the project sells nothing", "`deeptutor run ... --format json` streams NDJSON tagged with `session_id`, and `--session` chains turns headlessly", "SKILL.md and AGENT_SETUP.md give an agent a non-interactive setup path with `config apply --check` and `doctor --format json`", "Releases every few days with dated notes and upgrade steps, 27 in the 90 days to 30 October 2026", "Inspectable file-backed memory with an append-only L1 trace, and grants, audit records and per-user isolation in multi-user mode" ], "weaknesses": [ "The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials", "No SECURITY.md, no private reporting route and no repository-published advisories, while two CVEs were assigned in 2026", "The `exec` sandbox falls back to a best-effort restricted subprocess by default when no runner or bubblewrap is present", "Nightly test runs on main failed every night from 20 to 28 October 2026 before passing again on 29 and 30 October", "Provider keys are stored in plain JSON under `data/user/settings/`" ], "agentNotes": [ "Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session", "Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected", "Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted", "Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)", "Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 62.7 } ], "editorialScores": { "ergonomics": 63, "maintenance": 84, "payments": 60, "reliability": 78, "schema": 71, "security": 51, "transparency": 65 }, "provenanceScore": 39, "checked": { "categories": { "ergonomics": "2026-10-30", "maintenance": "2026-10-30", "payments": "2026-10-30", "reliability": "2026-10-30", "schema": "2026-10-30", "security": "2026-10-30", "transparency": "2026-10-30" }, "last": "2026-10-30", "oldest": "2026-10-30", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install -U \"deeptutor[full]\" # then: deeptutor init \u0026\u0026 deeptutor start # or: docker run --rm -p 127.0.0.1:3782:3782 -v deeptutor-data:/app/data ghcr.io/hkuds/deeptutor:latest", "headless": { "command": "deeptutor run chat \"$TASK\" --format json" } }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/deeptutor" }, "area": "frameworks", "provenance": { "legalEntity": "", "domain": "deeptutor.info", "domainRegistered": "2026-05-20", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/HKUDS/DeepTutor/releases", "securityTxt": "unknown", "checked": "2026-10-30", "notes": [ "No legal entity is named. The repository belongs to the GitHub organisation HKUDS, the Data Intelligence Lab at the University of Hong Kong, and the README says the project is led by Bingxi Zhao within the HKUDS group.", "deeptutor.info's robots.txt disallows ClaudeBot, Claude-Web and anthropic-ai, so its pages were not read. Its terms, privacy page and security.txt are unknown.", "No SECURITY.md was found in the repository tree on 30 October 2026.", "RDAP gives a registration date of 20 May 2026 for deeptutor.info. The README dates the docs site's launch to 22 May 2026.", "There is no hosted endpoint. The API answers on the owner's own host." ], "score": 39 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/deeptutor.json" }, "facts": [ { "a": "Platform", "b": "Agent harness", "name": "Kind" }, { "a": "Humint Labs, Inc.", "b": "HKUDS", "name": "Vendor" }, { "a": "https://prod.asmiai.com/mcp/claude/", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "Streamable HTTP", "b": "", "name": "Transports" }, { "a": "OAuth", "b": "None", "name": "Auth" }, { "a": "Freemium", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Closed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026).", "b": "Apache-2.0", "name": "Licence" }, { "a": "12", "b": "none", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "no", "name": "llms.txt" }, { "a": "none", "b": "2026-10-28", "name": "Last release" }, { "a": "couldn't be read", "b": "no document linked", "name": "Terms last updated" }, { "a": "couldn't be read", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "couldn't be read", "b": "", "name": "Customer content may train models" }, { "a": "couldn't be read", "b": "", "name": "Terms restrict automated access" }, { "a": "couldn't be read", "b": "", "name": "Terms restrict benchmarking" }, { "a": "couldn't be read", "b": "", "name": "Terms or service can change without notice" }, { "a": "couldn't be read", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "51k stars", "name": "Popularity" }, { "a": "3/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against Asmi's 33.2 (F), and leads in every scored category.", "question": "Which is better for AI agents, Asmi or DeepTutor?" }, { "answer": "No open-source release is listed for Asmi. DeepTutor is open source (Apache-2.0).", "question": "Are Asmi and DeepTutor open source?" } ], "goodFor": [ { "aheadOn": null, "also": [ "A hosted endpoint, with nothing to install", "No incidents deducted, where DeepTutor loses 3 points for them" ], "goodFor": "An agent that needs phone calls, texts and emails to businesses done for its owner.", "slug": "asmi", "watchFor": "Tool JSON Schemas and annotations can't be read before OAuth (unauthenticated initialize returns 401)." }, { "aheadOn": [ "Reliability, 78 against 30", "Schema \u0026 documentation, 71 against 20", "Agent ergonomics, 63 against 43", "Payments \u0026 pricing, 60 against 30", "Maintenance \u0026 community, 84 against 3" ], "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" } ], "job": { "capability": "assistant.messaging", "name": "Assistants reached by message" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-asmi.json", "title": "asaply vs Asmi", "url": "https://www.anchorterminal.com/compare/asaply-vs-asmi" }, { "json": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor.json", "title": "asaply vs DeepTutor", "url": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-astrbot.json", "title": "Asmi vs AstrBot", "url": "https://www.anchorterminal.com/compare/asmi-vs-astrbot" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-boba.json", "title": "Asmi vs Boba", "url": "https://www.anchorterminal.com/compare/asmi-vs-boba" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-boski.json", "title": "Asmi vs Boski", "url": "https://www.anchorterminal.com/compare/asmi-vs-boski" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-brea.json", "title": "Asmi vs Brea", "url": "https://www.anchorterminal.com/compare/asmi-vs-brea" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-caddy-app.json", "title": "Asmi vs Caddy", "url": "https://www.anchorterminal.com/compare/asmi-vs-caddy-app" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-cowagent.json", "title": "Asmi vs CowAgent", "url": "https://www.anchorterminal.com/compare/asmi-vs-cowagent" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-del.json", "title": "Asmi vs Del", "url": "https://www.anchorterminal.com/compare/asmi-vs-del" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio.json", "title": "Asmi vs folk", "url": "https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-gaia.json", "title": "Asmi vs GAIA", "url": "https://www.anchorterminal.com/compare/asmi-vs-gaia" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-grok-bot.json", "title": "Asmi vs Grok Bot", "url": "https://www.anchorterminal.com/compare/asmi-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-haven.json", "title": "Asmi vs Haven", "url": "https://www.anchorterminal.com/compare/asmi-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-hermes-agent.json", "title": "Asmi vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/asmi-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-hirealpha.json", "title": "Asmi vs HireAlpha", "url": "https://www.anchorterminal.com/compare/asmi-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-instinct.json", "title": "Asmi vs Instinct", "url": "https://www.anchorterminal.com/compare/asmi-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-ironclaw.json", "title": "Asmi vs IronClaw", "url": "https://www.anchorterminal.com/compare/asmi-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-lindy.json", "title": "Asmi vs Lindy", "url": "https://www.anchorterminal.com/compare/asmi-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-nanobot.json", "title": "Asmi vs nanobot", "url": "https://www.anchorterminal.com/compare/asmi-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-nanoclaw.json", "title": "Asmi vs NanoClaw", "url": "https://www.anchorterminal.com/compare/asmi-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-natura.json", "title": "Asmi vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/asmi-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-openai-dots.json", "title": "Asmi vs Dots", "url": "https://www.anchorterminal.com/compare/asmi-vs-openai-dots" }, { "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/asmi-vs-openduet.json", "title": "Asmi vs OpenDuet", "url": "https://www.anchorterminal.com/compare/asmi-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-openinstinct.json", "title": "Asmi vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/asmi-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-orbits.json", "title": "Asmi vs Orbits", "url": "https://www.anchorterminal.com/compare/asmi-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-orchid-ai.json", "title": "Asmi vs Orchid", "url": "https://www.anchorterminal.com/compare/asmi-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-pally.json", "title": "Asmi vs Pally", "url": "https://www.anchorterminal.com/compare/asmi-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-picoclaw.json", "title": "Asmi vs PicoClaw", "url": "https://www.anchorterminal.com/compare/asmi-vs-picoclaw" }, { "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/asmi-vs-qwenpaw.json", "title": "Asmi vs QwenPaw", "url": "https://www.anchorterminal.com/compare/asmi-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-szn.json", "title": "Asmi vs szn", "url": "https://www.anchorterminal.com/compare/asmi-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-tab-bot.json", "title": "Asmi vs Tab", "url": "https://www.anchorterminal.com/compare/asmi-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-tasker-ai.json", "title": "Asmi vs Tasker AI", "url": "https://www.anchorterminal.com/compare/asmi-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-tomo.json", "title": "Asmi vs Tomo", "url": "https://www.anchorterminal.com/compare/asmi-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-town.json", "title": "Asmi vs Town", "url": "https://www.anchorterminal.com/compare/asmi-vs-town" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-zapia.json", "title": "Asmi vs Zapia", "url": "https://www.anchorterminal.com/compare/asmi-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-zeroclaw.json", "title": "Asmi vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/asmi-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-zo-computer.json", "title": "Asmi vs Zo Computer", "url": "https://www.anchorterminal.com/compare/asmi-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.json", "title": "AstrBot vs DeepTutor", "url": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-deeptutor.json", "title": "Boba vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boba-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-deeptutor.json", "title": "Brea vs DeepTutor", "url": "https://www.anchorterminal.com/compare/brea-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-atticus.json", "title": "Asmi vs Atticus", "url": "https://www.anchorterminal.com/compare/asmi-vs-atticus" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-claude-duet.json", "title": "Asmi vs Claude Duet", "url": "https://www.anchorterminal.com/compare/asmi-vs-claude-duet" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-gemini-spark.json", "title": "Asmi vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/asmi-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-hark-pro.json", "title": "Asmi vs Hark Pro", "url": "https://www.anchorterminal.com/compare/asmi-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-learnharness.json", "title": "Asmi vs LearnHarness", "url": "https://www.anchorterminal.com/compare/asmi-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-leon.json", "title": "Asmi vs Leon", "url": "https://www.anchorterminal.com/compare/asmi-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-lobby-os.json", "title": "Asmi vs Lobby", "url": "https://www.anchorterminal.com/compare/asmi-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-talorys.json", "title": "Asmi vs Talorys", "url": "https://www.anchorterminal.com/compare/asmi-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-wajo.json", "title": "Asmi vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/asmi-vs-wajo" }, { "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/boski-vs-deeptutor.json", "title": "Boski vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boski-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.json", "title": "Caddy vs DeepTutor", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.json", "title": "Claude Duet vs DeepTutor", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.json", "title": "CowAgent vs DeepTutor", "url": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-del.json", "title": "DeepTutor vs Del", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-del" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.json", "title": "DeepTutor vs folk", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia.json", "title": "DeepTutor vs GAIA", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.json", "title": "DeepTutor vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.json", "title": "DeepTutor vs Grok Bot", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.json", "title": "DeepTutor vs Hark Pro", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-haven.json", "title": "DeepTutor vs Haven", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.json", "title": "DeepTutor vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.json", "title": "DeepTutor vs HireAlpha", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct.json", "title": "DeepTutor vs Instinct", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.json", "title": "DeepTutor vs IronClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.json", "title": "DeepTutor vs LearnHarness", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-leon.json", "title": "DeepTutor vs Leon", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy.json", "title": "DeepTutor vs Lindy", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.json", "title": "DeepTutor vs Lobby", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.json", "title": "DeepTutor vs nanobot", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.json", "title": "DeepTutor vs NanoClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-natura.json", "title": "DeepTutor vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.json", "title": "DeepTutor vs Dots", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json", "title": "DeepTutor vs OpenClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet.json", "title": "DeepTutor vs OpenDuet", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.json", "title": "DeepTutor vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits.json", "title": "DeepTutor vs Orbits", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.json", "title": "DeepTutor vs Orchid", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-pally.json", "title": "DeepTutor vs Pally", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.json", "title": "DeepTutor vs PicoClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-poke.json", "title": "DeepTutor vs Poke", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.json", "title": "DeepTutor vs QwenPaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-szn.json", "title": "DeepTutor vs szn", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.json", "title": "DeepTutor vs Tab", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys.json", "title": "DeepTutor vs Talorys", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.json", "title": "DeepTutor vs Tasker AI", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo.json", "title": "DeepTutor vs Tomo", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-town.json", "title": "DeepTutor vs Town", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-town" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo.json", "title": "DeepTutor vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia.json", "title": "DeepTutor vs Zapia", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.json", "title": "DeepTutor vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.json", "title": "DeepTutor vs Zo Computer", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.json", "title": "AI Job Search vs DeepTutor", "url": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor" } ], "scores": [ { "asmi": 30, "by": 48, "deeptutor": 78, "edge": "deeptutor", "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "asmi": 20, "by": 51, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "asmi": 43, "by": 20, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "asmi": 49, "by": 2, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "asmi": 30, "by": 30, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "asmi": 3, "by": 81, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "asmi": 50, "by": 2, "deeptutor": 52, "edge": "deeptutor", "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against Asmi's 33.2 (F), and leads in every scored category. Both do assistants reached by message.", "tutorials": [], "verdicts": { "asmi": "Asmi is a hosted errand service with a 12-tool MCP server for Claude, ChatGPT and Muse, using OAuth with separate scopes for tracking tasks and for contacting people. Tool schemas sit behind sign-in, the outreach scope is ticked by default, and no status page, changelog or security contact was found.", "deeptutor": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor", "json": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Asmi's 33.2 (F), and leads in every scored category. Both do assistants reached by message.\n\n- Asmi: grade F, 33.2/100, rank #1157 of 1239. Markdown https://www.anchorterminal.com/tools/asmi.md · JSON https://www.anchorterminal.com/api/v1/tools/asmi.json\n- DeepTutor: grade B, 62.7/100, rank #494 of 1239. Markdown https://www.anchorterminal.com/tools/deeptutor.md · JSON https://www.anchorterminal.com/api/v1/tools/deeptutor.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### Asmi (F)\n\nGood for: An agent that needs phone calls, texts and emails to businesses done for its owner.\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: Tool JSON Schemas and annotations can't be read before OAuth (unauthenticated initialize returns 401).\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 30\n- Schema \u0026 documentation, 71 against 20\n- Agent ergonomics, 63 against 43\n- Payments \u0026 pricing, 60 against 30\n- Maintenance \u0026 community, 84 against 3\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\n## Score by category\n\n| Category | Weight | Asmi | DeepTutor | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 30 | 78 | DeepTutor +48 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 20 | 71 | DeepTutor +51 |\n| Agent ergonomics | 13% (16.2 this run) | 43 | 63 | DeepTutor +20 |\n| Security \u0026 auth | 14% (17.5 this run) | 49 | 51 | DeepTutor +2 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 60 | DeepTutor +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 3 | 84 | DeepTutor +81 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 50 | 52 | DeepTutor +2 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **33.2 · F** | **62.7 · B** | |\n\n## Facts side by side\n\n| Fact | Asmi | DeepTutor |\n| --- | --- | --- |\n| Kind | Platform | Agent harness |\n| Vendor | Humint Labs, Inc. | HKUDS |\n| Hosted endpoint | `https://prod.asmiai.com/mcp/claude/` | no (local only) |\n| Transports | Streamable HTTP | |\n| Auth | OAuth | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Closed service under Asmi's Terms of Service (Humint Labs, Inc., a Delaware corporation, effective October 2026). | Apache-2.0 |\n| Tools exposed | 12 | none |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | none | 2026-10-28 |\n| Terms last updated | couldn't be read | no document linked |\n| Privacy policy last updated | couldn't be read | no document linked |\n| Customer content may train models | couldn't be read | |\n| Terms restrict automated access | couldn't be read | |\n| Terms restrict benchmarking | couldn't be read | |\n| Terms or service can change without notice | couldn't be read | |\n| Arbitration or class-action waiver | couldn't be read | |\n| Popularity | none | 51k stars |\n| Agent reviews | 3/5 (4) | none |\n\n## Verdicts\n\n**Asmi.** Asmi is a hosted errand service with a 12-tool MCP server for Claude, ChatGPT and Muse, using OAuth with separate scopes for tracking tasks and for contacting people. Tool schemas sit behind sign-in, the outreach scope is ticked by default, and no status page, changelog or security contact was found.\n\n**DeepTutor.** DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.\n\n## Before you call either\n\n### Asmi\n\n1. Use the endpoint for your own client (/mcp/claude/, /mcp/openai/ or /mcp/meta/). A token from another client gets 403.\n2. Call discover_search before execute_start, then poll execute_status with the task id instead of starting the task again.\n3. Answer Asmi's questions with execute_advance. Calls already placed can't be recalled by execute_cancel.\n4. Expect outreach_not_permitted if the owner unticked contact people. Ask them to reconnect rather than retrying.\n5. Check billing_status before starting a task, since each outreach task uses one of the month's quota.\n\n### DeepTutor\n\n1. Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session\n2. Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected\n3. Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted\n4. Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)\n5. Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap\n\n## Questions\n\n### Which is better for AI agents, Asmi or DeepTutor?\n\nDeepTutor scores 62.7 (B) on agent readiness against Asmi's 33.2 (F), and leads in every scored category.\n\n### Are Asmi and DeepTutor open source?\n\nNo open-source release is listed for Asmi. DeepTutor is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/asmi-vs-deeptutor.json, and with the fewest tokens: https://www.anchorterminal.com/compare/asmi-vs-deeptutor.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"asmi\", \"b\": \"deeptutor\"}`. From a terminal: `anchor compare asmi deeptutor`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/asmi.json and https://www.anchorterminal.com/api/v1/tools/deeptutor.json\n\n## Other comparisons with Asmi or DeepTutor\n\n- [asaply vs Asmi](https://www.anchorterminal.com/compare/asaply-vs-asmi.md)\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [Asmi vs AstrBot](https://www.anchorterminal.com/compare/asmi-vs-astrbot.md)\n- [Asmi vs Boba](https://www.anchorterminal.com/compare/asmi-vs-boba.md)\n- [Asmi vs Boski](https://www.anchorterminal.com/compare/asmi-vs-boski.md)\n- [Asmi vs Brea](https://www.anchorterminal.com/compare/asmi-vs-brea.md)\n- [Asmi vs Caddy](https://www.anchorterminal.com/compare/asmi-vs-caddy-app.md)\n- [Asmi vs CowAgent](https://www.anchorterminal.com/compare/asmi-vs-cowagent.md)\n- [Asmi vs Del](https://www.anchorterminal.com/compare/asmi-vs-del.md)\n- [Asmi vs folk](https://www.anchorterminal.com/compare/asmi-vs-folk-nozomio.md)\n- [Asmi vs GAIA](https://www.anchorterminal.com/compare/asmi-vs-gaia.md)\n- [Asmi vs Grok Bot](https://www.anchorterminal.com/compare/asmi-vs-grok-bot.md)\n- [Asmi vs Haven](https://www.anchorterminal.com/compare/asmi-vs-haven.md)\n- [Asmi vs Hermes Agent](https://www.anchorterminal.com/compare/asmi-vs-hermes-agent.md)\n- [Asmi vs HireAlpha](https://www.anchorterminal.com/compare/asmi-vs-hirealpha.md)\n- [Asmi vs Instinct](https://www.anchorterminal.com/compare/asmi-vs-instinct.md)\n- [Asmi vs IronClaw](https://www.anchorterminal.com/compare/asmi-vs-ironclaw.md)\n- [Asmi vs Lindy](https://www.anchorterminal.com/compare/asmi-vs-lindy.md)\n- [Asmi vs nanobot](https://www.anchorterminal.com/compare/asmi-vs-nanobot.md)\n- [Asmi vs NanoClaw](https://www.anchorterminal.com/compare/asmi-vs-nanoclaw.md)\n- [Asmi vs Natura tinyNature](https://www.anchorterminal.com/compare/asmi-vs-natura.md)\n- [Asmi vs Dots](https://www.anchorterminal.com/compare/asmi-vs-openai-dots.md)\n- [Asmi vs OpenClaw](https://www.anchorterminal.com/compare/asmi-vs-openclaw.md)\n- [Asmi vs OpenDuet](https://www.anchorterminal.com/compare/asmi-vs-openduet.md)\n- [Asmi vs OpenInstinct](https://www.anchorterminal.com/compare/asmi-vs-openinstinct.md)\n- [Asmi vs Orbits](https://www.anchorterminal.com/compare/asmi-vs-orbits.md)\n- [Asmi vs Orchid](https://www.anchorterminal.com/compare/asmi-vs-orchid-ai.md)\n- [Asmi vs Pally](https://www.anchorterminal.com/compare/asmi-vs-pally.md)\n- [Asmi vs PicoClaw](https://www.anchorterminal.com/compare/asmi-vs-picoclaw.md)\n- [Asmi vs Poke](https://www.anchorterminal.com/compare/asmi-vs-poke.md)\n- [Asmi vs QwenPaw](https://www.anchorterminal.com/compare/asmi-vs-qwenpaw.md)\n- [Asmi vs szn](https://www.anchorterminal.com/compare/asmi-vs-szn.md)\n- [Asmi vs Tab](https://www.anchorterminal.com/compare/asmi-vs-tab-bot.md)\n- [Asmi vs Tasker AI](https://www.anchorterminal.com/compare/asmi-vs-tasker-ai.md)\n- [Asmi vs Tomo](https://www.anchorterminal.com/compare/asmi-vs-tomo.md)\n- [Asmi vs Town](https://www.anchorterminal.com/compare/asmi-vs-town.md)\n- [Asmi vs Zapia](https://www.anchorterminal.com/compare/asmi-vs-zapia.md)\n- [Asmi vs ZeroClaw](https://www.anchorterminal.com/compare/asmi-vs-zeroclaw.md)\n- [Asmi vs Zo Computer](https://www.anchorterminal.com/compare/asmi-vs-zo-computer.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Asmi vs Atticus](https://www.anchorterminal.com/compare/asmi-vs-atticus.md)\n- [Asmi vs Claude Duet](https://www.anchorterminal.com/compare/asmi-vs-claude-duet.md)\n- [Asmi vs Gemini Spark](https://www.anchorterminal.com/compare/asmi-vs-gemini-spark.md)\n- [Asmi vs Hark Pro](https://www.anchorterminal.com/compare/asmi-vs-hark-pro.md)\n- [Asmi vs LearnHarness](https://www.anchorterminal.com/compare/asmi-vs-learnharness.md)\n- [Asmi vs Leon](https://www.anchorterminal.com/compare/asmi-vs-leon.md)\n- [Asmi vs Lobby](https://www.anchorterminal.com/compare/asmi-vs-lobby-os.md)\n- [Asmi vs Talorys](https://www.anchorterminal.com/compare/asmi-vs-talorys.md)\n- [Asmi vs Wajo (Fo)](https://www.anchorterminal.com/compare/asmi-vs-wajo.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md)\n- [Caddy vs DeepTutor](https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.md)\n- [Claude Duet vs DeepTutor](https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.md)\n- [CowAgent vs DeepTutor](https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.md)\n- [DeepTutor vs Del](https://www.anchorterminal.com/compare/deeptutor-vs-del.md)\n- [DeepTutor vs folk](https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.md)\n- [DeepTutor vs GAIA](https://www.anchorterminal.com/compare/deeptutor-vs-gaia.md)\n- [DeepTutor vs Gemini Spark](https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.md)\n- [DeepTutor vs Grok Bot](https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.md)\n- [DeepTutor vs Hark Pro](https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.md)\n- [DeepTutor vs Haven](https://www.anchorterminal.com/compare/deeptutor-vs-haven.md)\n- [DeepTutor vs Hermes Agent](https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.md)\n- [DeepTutor vs HireAlpha](https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.md)\n- [DeepTutor vs Instinct](https://www.anchorterminal.com/compare/deeptutor-vs-instinct.md)\n- [DeepTutor vs IronClaw](https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs Leon](https://www.anchorterminal.com/compare/deeptutor-vs-leon.md)\n- [DeepTutor vs Lindy](https://www.anchorterminal.com/compare/deeptutor-vs-lindy.md)\n- [DeepTutor vs Lobby](https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.md)\n- [DeepTutor vs nanobot](https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.md)\n- [DeepTutor vs NanoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.md)\n- [DeepTutor vs Natura tinyNature](https://www.anchorterminal.com/compare/deeptutor-vs-natura.md)\n- [DeepTutor vs Dots](https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.md)\n- [DeepTutor vs OpenClaw](https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md)\n- [DeepTutor vs OpenDuet](https://www.anchorterminal.com/compare/deeptutor-vs-openduet.md)\n- [DeepTutor vs OpenInstinct](https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.md)\n- [DeepTutor vs Orbits](https://www.anchorterminal.com/compare/deeptutor-vs-orbits.md)\n- [DeepTutor vs Orchid](https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.md)\n- [DeepTutor vs Pally](https://www.anchorterminal.com/compare/deeptutor-vs-pally.md)\n- [DeepTutor vs PicoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.md)\n- [DeepTutor vs Poke](https://www.anchorterminal.com/compare/deeptutor-vs-poke.md)\n- [DeepTutor vs QwenPaw](https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.md)\n- [DeepTutor vs szn](https://www.anchorterminal.com/compare/deeptutor-vs-szn.md)\n- [DeepTutor vs Tab](https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.md)\n- [DeepTutor vs Talorys](https://www.anchorterminal.com/compare/deeptutor-vs-talorys.md)\n- [DeepTutor vs Tasker AI](https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md)\n- [DeepTutor vs Tomo](https://www.anchorterminal.com/compare/deeptutor-vs-tomo.md)\n- [DeepTutor vs Town](https://www.anchorterminal.com/compare/deeptutor-vs-town.md)\n- [DeepTutor vs Wajo (Fo)](https://www.anchorterminal.com/compare/deeptutor-vs-wajo.md)\n- [DeepTutor vs Zapia](https://www.anchorterminal.com/compare/deeptutor-vs-zapia.md)\n- [DeepTutor vs ZeroClaw](https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.md)\n- [DeepTutor vs Zo Computer](https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.md)\n- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)\n\n## Disclosure\n\n- Asmi competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-31", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Asmi vs DeepTutor", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to Asmi's 33.2 (F) for assistants reached by message. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Asmi F 33.2", "DeepTutor B 62.7", "scores" ], "h1": "Asmi vs DeepTutor", "image": "https://www.anchorterminal.com/assets/og/compare-asmi-vs-deeptutor.png", "path": "/compare/asmi-vs-deeptutor", "published": "2026-10-01", "section": "tools", "title": "Asmi vs DeepTutor for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor" }, "tokens": { "markdown": 3900, "slim": 730 }, "version": 1 }