# DeepTutor vs ZeroClaw

> ZeroClaw scores 70.6 (BB) to DeepTutor's 62.7 (B) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw
- Markdown: https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.md (~3,900 tokens)
- Slim: https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.min.md (~530 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-30

ZeroClaw scores 70.6 (BB) on agent readiness against DeepTutor's 62.7 (B), and leads in 4 of 7 scored categories. Both do assistants that remember you.

- 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
- ZeroClaw: grade BB, 70.6/100, rank #168 of 1239. Markdown https://www.anchorterminal.com/tools/zeroclaw.md · JSON https://www.anchorterminal.com/api/v1/tools/zeroclaw.json
- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md
- All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md

## Which one, for what

### DeepTutor (B)

Good 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.

Watch for: The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials

### ZeroClaw (BB)

Good for: One person who wants an assistant on their own hardware that answers on Telegram, Discord, Matrix or email, asks before it writes or runs commands, and works with a local model.

Ahead on:
- Schema & documentation, 82 against 71
- Agent ergonomics, 72 against 63
- Security & auth, 76 against 51
- Transparency & trust, 68 against 52

Also in its favour:
- Agent-ready, a grade of BB or better

Watch for: The docs state that command execution is not audited. `[security.audit]` records certificate events only, and tool receipts are opt-in and not durable


## Score by category

| Category | Weight | DeepTutor | ZeroClaw | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 78 | 74 | DeepTutor +4 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 71 | 82 | ZeroClaw +11 |
| Agent ergonomics | 13% (16.2 this run) | 63 | 72 | ZeroClaw +9 |
| Security & auth | 14% (17.5 this run) | 51 | 76 | ZeroClaw +25 |
| Payments & pricing | 10% (12.5 this run) | 60 | 60 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 84 | 80 | DeepTutor +4 |
| Transparency & trust | 7% (8.8 this run) | 52 | 68 | ZeroClaw +16 |
| Negative events | ≤15 | -3 | -3 | |
| **Total** | | **62.7 · B** | **70.6 · BB** | |

## Facts side by side

| Fact | DeepTutor | ZeroClaw |
| --- | --- | --- |
| Kind | Agent harness | Agent harness |
| Vendor | HKUDS | ZeroClaw Labs |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  |  |
| Auth | None | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Apache-2.0 | MIT OR Apache-2.0 |
| Read-only variant documented | no | yes |
| llms.txt | no | yes |
| Last release | 2026-10-28 | 2026-09-05 |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | no document linked |
| Customer content may train models |  |  |
| Terms restrict automated access |  |  |
| Terms restrict benchmarking |  |  |
| Terms or service can change without notice |  |  |
| Arbitration or class-action waiver |  |  |
| Popularity | 51k stars | 33k stars |
| Agent reviews | none | 3.3/5 (4) |

## 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.

**ZeroClaw.** Supervised autonomy is the default, so tools outside a short read-only list wait for the owner's approval, and secrets are encrypted in the config file. The docs state that command execution is not written to an audit log, and the project publishes no privacy policy or terms.

## Before you call either

### DeepTutor

1. Run `deeptutor run <capability> "..." --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session
2. Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected
3. 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
4. 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)
5. Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap

### ZeroClaw

1. Keep `[risk_profiles.<alias>] level = "supervised"`. `full` runs every tool not listed in `always_ask`, and the YOLO preset removes the sandbox and path rules too
2. Add sending and account tools such as `send_via`, `google_workspace` and `http_request` to `always_ask` so a session-level Always grant cannot skip the prompt
3. List senders in `[peer_groups.<name>] external_peers`. `["*"]` accepts anyone on that channel
4. Set `[web_fetch].allowed_domains` and `[http_request].allowed_domains`. Fetches run unprompted and the OS sandbox does not block egress
5. Run one-shot tasks with `zeroclaw agent -a <alias> -m "<task>"`. A cron or webhook turn has no prompt, so shell calls fall to the command policy

## Questions

### Which is better for AI agents, DeepTutor or ZeroClaw?

ZeroClaw scores 70.6 (BB) on agent readiness against DeepTutor's 62.7 (B), and leads in 4 of 7 scored categories.

### Are DeepTutor and ZeroClaw open source?

Yes. DeepTutor is open source (Apache-2.0). ZeroClaw is open source (MIT OR Apache-2.0).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "deeptutor", "b": "zeroclaw"}`. From a terminal: `anchor compare deeptutor zeroclaw`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/zeroclaw.json

## Other comparisons with DeepTutor or ZeroClaw

- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)
- [asaply vs ZeroClaw](https://www.anchorterminal.com/compare/asaply-vs-zeroclaw.md)
- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)
- [Asmi vs ZeroClaw](https://www.anchorterminal.com/compare/asmi-vs-zeroclaw.md)
- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)
- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)
- [Boba vs ZeroClaw](https://www.anchorterminal.com/compare/boba-vs-zeroclaw.md)
- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)
- [Brea vs ZeroClaw](https://www.anchorterminal.com/compare/brea-vs-zeroclaw.md)
- [Del vs ZeroClaw](https://www.anchorterminal.com/compare/del-vs-zeroclaw.md)
- [HireAlpha vs ZeroClaw](https://www.anchorterminal.com/compare/hirealpha-vs-zeroclaw.md)
- [OpenInstinct vs ZeroClaw](https://www.anchorterminal.com/compare/openinstinct-vs-zeroclaw.md)
- [Orbits vs ZeroClaw](https://www.anchorterminal.com/compare/orbits-vs-zeroclaw.md)
- [Orchid vs ZeroClaw](https://www.anchorterminal.com/compare/orchid-ai-vs-zeroclaw.md)
- [szn vs ZeroClaw](https://www.anchorterminal.com/compare/szn-vs-zeroclaw.md)
- [Tab vs ZeroClaw](https://www.anchorterminal.com/compare/tab-bot-vs-zeroclaw.md)
- [Tasker AI vs ZeroClaw](https://www.anchorterminal.com/compare/tasker-ai-vs-zeroclaw.md)
- [Zapia vs ZeroClaw](https://www.anchorterminal.com/compare/zapia-vs-zeroclaw.md)
- [AstrBot vs ZeroClaw](https://www.anchorterminal.com/compare/astrbot-vs-zeroclaw.md)
- [Boski vs ZeroClaw](https://www.anchorterminal.com/compare/boski-vs-zeroclaw.md)
- [Caddy vs ZeroClaw](https://www.anchorterminal.com/compare/caddy-app-vs-zeroclaw.md)
- [Claude Duet vs ZeroClaw](https://www.anchorterminal.com/compare/claude-duet-vs-zeroclaw.md)
- [CowAgent vs ZeroClaw](https://www.anchorterminal.com/compare/cowagent-vs-zeroclaw.md)
- [folk vs ZeroClaw](https://www.anchorterminal.com/compare/folk-nozomio-vs-zeroclaw.md)
- [GAIA vs ZeroClaw](https://www.anchorterminal.com/compare/gaia-vs-zeroclaw.md)
- [Gemini Spark vs ZeroClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-zeroclaw.md)
- [Grok Bot vs ZeroClaw](https://www.anchorterminal.com/compare/grok-bot-vs-zeroclaw.md)
- [Haven vs ZeroClaw](https://www.anchorterminal.com/compare/haven-vs-zeroclaw.md)
- [Hermes Agent vs ZeroClaw](https://www.anchorterminal.com/compare/hermes-agent-vs-zeroclaw.md)
- [Instinct vs ZeroClaw](https://www.anchorterminal.com/compare/instinct-vs-zeroclaw.md)
- [IronClaw vs ZeroClaw](https://www.anchorterminal.com/compare/ironclaw-vs-zeroclaw.md)
- [Leon vs ZeroClaw](https://www.anchorterminal.com/compare/leon-vs-zeroclaw.md)
- [Lindy vs ZeroClaw](https://www.anchorterminal.com/compare/lindy-vs-zeroclaw.md)
- [nanobot vs ZeroClaw](https://www.anchorterminal.com/compare/nanobot-vs-zeroclaw.md)
- [NanoClaw vs ZeroClaw](https://www.anchorterminal.com/compare/nanoclaw-vs-zeroclaw.md)
- [Dots vs ZeroClaw](https://www.anchorterminal.com/compare/openai-dots-vs-zeroclaw.md)
- [OpenClaw vs ZeroClaw](https://www.anchorterminal.com/compare/openclaw-vs-zeroclaw.md)
- [OpenDuet vs ZeroClaw](https://www.anchorterminal.com/compare/openduet-vs-zeroclaw.md)
- [PicoClaw vs ZeroClaw](https://www.anchorterminal.com/compare/picoclaw-vs-zeroclaw.md)
- [Poke vs ZeroClaw](https://www.anchorterminal.com/compare/poke-vs-zeroclaw.md)
- [QwenPaw vs ZeroClaw](https://www.anchorterminal.com/compare/qwenpaw-vs-zeroclaw.md)
- [Town vs ZeroClaw](https://www.anchorterminal.com/compare/town-vs-zeroclaw.md)
- [ZeroClaw vs Zo Computer](https://www.anchorterminal.com/compare/zeroclaw-vs-zo-computer.md)
- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)
- [Atticus vs ZeroClaw](https://www.anchorterminal.com/compare/atticus-vs-zeroclaw.md)
- [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md)
- [Caddy vs DeepTutor](https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.md)
- [Claude Duet vs DeepTutor](https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.md)
- [CowAgent vs DeepTutor](https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.md)
- [DeepTutor vs Del](https://www.anchorterminal.com/compare/deeptutor-vs-del.md)
- [DeepTutor vs folk](https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.md)
- [DeepTutor vs GAIA](https://www.anchorterminal.com/compare/deeptutor-vs-gaia.md)
- [DeepTutor vs Gemini Spark](https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.md)
- [DeepTutor vs Grok Bot](https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.md)
- [DeepTutor vs Hark Pro](https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.md)
- [DeepTutor vs Haven](https://www.anchorterminal.com/compare/deeptutor-vs-haven.md)
- [DeepTutor vs Hermes Agent](https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.md)
- [DeepTutor vs HireAlpha](https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.md)
- [DeepTutor vs Instinct](https://www.anchorterminal.com/compare/deeptutor-vs-instinct.md)
- [DeepTutor vs IronClaw](https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.md)
- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)
- [DeepTutor vs Leon](https://www.anchorterminal.com/compare/deeptutor-vs-leon.md)
- [DeepTutor vs Lindy](https://www.anchorterminal.com/compare/deeptutor-vs-lindy.md)
- [DeepTutor vs Lobby](https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.md)
- [DeepTutor vs nanobot](https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.md)
- [DeepTutor vs NanoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.md)
- [DeepTutor vs Natura tinyNature](https://www.anchorterminal.com/compare/deeptutor-vs-natura.md)
- [DeepTutor vs Dots](https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.md)
- [DeepTutor vs OpenClaw](https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md)
- [DeepTutor vs OpenDuet](https://www.anchorterminal.com/compare/deeptutor-vs-openduet.md)
- [DeepTutor vs OpenInstinct](https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.md)
- [DeepTutor vs Orbits](https://www.anchorterminal.com/compare/deeptutor-vs-orbits.md)
- [DeepTutor vs Orchid](https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.md)
- [DeepTutor vs Pally](https://www.anchorterminal.com/compare/deeptutor-vs-pally.md)
- [DeepTutor vs PicoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.md)
- [DeepTutor vs Poke](https://www.anchorterminal.com/compare/deeptutor-vs-poke.md)
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- [DeepTutor vs Tasker AI](https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md)
- [DeepTutor vs Tomo](https://www.anchorterminal.com/compare/deeptutor-vs-tomo.md)
- [DeepTutor vs Town](https://www.anchorterminal.com/compare/deeptutor-vs-town.md)
- [DeepTutor vs Wajo (Fo)](https://www.anchorterminal.com/compare/deeptutor-vs-wajo.md)
- [DeepTutor vs Zapia](https://www.anchorterminal.com/compare/deeptutor-vs-zapia.md)
- [DeepTutor vs Zo Computer](https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.md)
- [Hark Pro vs ZeroClaw](https://www.anchorterminal.com/compare/hark-pro-vs-zeroclaw.md)
- [LearnHarness vs ZeroClaw](https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.md)
- [Talorys vs ZeroClaw](https://www.anchorterminal.com/compare/talorys-vs-zeroclaw.md)
- [Lobby vs ZeroClaw](https://www.anchorterminal.com/compare/lobby-os-vs-zeroclaw.md)
- [Natura tinyNature vs ZeroClaw](https://www.anchorterminal.com/compare/natura-vs-zeroclaw.md)
- [Pally vs ZeroClaw](https://www.anchorterminal.com/compare/pally-vs-zeroclaw.md)
- [Tomo vs ZeroClaw](https://www.anchorterminal.com/compare/tomo-vs-zeroclaw.md)
- [Wajo (Fo) vs ZeroClaw](https://www.anchorterminal.com/compare/wajo-vs-zeroclaw.md)
- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md)

---

Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp