# DeepTutor vs NanoClaw

> NanoClaw scores 68.6 (B) 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-nanoclaw
- Markdown: https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.md (~3,900 tokens)
- Slim: https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.min.md (~530 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.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

NanoClaw scores 68.6 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 4 of 7 scored categories. DeepTutor leads on maintenance & community. 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
- NanoClaw: grade B, 68.6/100, rank #235 of 1239. Markdown https://www.anchorterminal.com/tools/nanoclaw.md · JSON https://www.anchorterminal.com/api/v1/tools/nanoclaw.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.

Ahead on:
- Maintenance & community, 84 against 78

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

### NanoClaw (B)

Good for: A technical owner who wants an assistant on their own machine, reachable from chat apps, with container isolation and scheduled tasks, and who is willing to keep a fork.

Ahead on:
- Schema & documentation, 82 against 71
- Agent ergonomics, 70 against 63
- Security & auth, 74 against 51
- Transparency & trust, 69 against 52

Watch for: The Claude provider runs with `permissionMode: 'bypassPermissions'`, so shell, file and web tools run inside the container with no prompt


## Score by category

| Category | Weight | DeepTutor | NanoClaw | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 78 | 78 | even |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 71 | 82 | NanoClaw +11 |
| Agent ergonomics | 13% (16.2 this run) | 63 | 70 | NanoClaw +7 |
| Security & auth | 14% (17.5 this run) | 51 | 74 | NanoClaw +23 |
| 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 | 78 | DeepTutor +6 |
| Transparency & trust | 7% (8.8 this run) | 52 | 69 | NanoClaw +17 |
| Negative events | ≤15 | -3 | -5 | |
| **Total** | | **62.7 · B** | **68.6 · B** | |

## Facts side by side

| Fact | DeepTutor | NanoClaw |
| --- | --- | --- |
| Kind | Agent harness | Agent harness |
| Vendor | HKUDS | NanoCo, Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  |  |
| Auth | None | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Apache-2.0 | MIT |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-28 | 2026-10-09 |
| 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 | 31k stars |
| Agent reviews | none | 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.

**NanoClaw.** Each session runs in an unprivileged Docker container and API keys stay in a credential gateway on the host, so a manipulated agent cannot read them. Inside the container the agent runs with permission prompts off, network egress is open by default, and it can message any chat it is wired to without approval.

## 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

### NanoClaw

1. Install with `git clone` and `bash nanoclaw.sh`. There is no registry package, and setup needs Docker, Node 22 or later and a Claude or Codex credential
2. Set `NANOCLAW_EGRESS_LOCKDOWN=true` before giving an agent credentials or an audience of strangers. The default leaves egress open
3. Put chats with different audiences in separate agent groups. Every session of a group shares one read-write workspace and memory tree
4. Turn on per-request approval for a secret in the gateway when its use should wait for a person. It is off unless configured
5. On OneCLI installs, move the gateway to 1.42.0 by the upgrade guide before updating to 2026.10.0. The updater stops until that is done

## Questions

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

NanoClaw scores 68.6 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 4 of 7 scored categories. DeepTutor leads on maintenance & community.

### Are DeepTutor and NanoClaw open source?

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


## For agents

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

## Other comparisons with DeepTutor or NanoClaw

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