Head to head · Assistant proactive · October 2026 research run
NanoClaw vs PicoClaw
NanoClaw scores 68.3 (B) on agent readiness against PicoClaw's 46.1 (D), and leads in 6 of 7 scored categories. Both do assistant proactive.
Best AI personal assistants that act for one person · All 190 assistants comparisons
Which one, for what
NanoClaw B
Best 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
- Reliability, 78 against 54
- Schema & documentation, 82 against 51
- Security & auth, 74 against 51
- Maintenance & community, 78 against 22
- Transparency & trust, 65 against 56
Watch for
The Claude provider runs with permissionMode: 'bypassPermissions', so shell, file and web tools run inside the container with no prompt
PicoClaw D
Best for A person who wants a chat-app assistant on a cheap Linux board, an old Android phone or a home server, with reminders, web search and file memory, and who accepts running software its maker calls pre-production.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No commit on main since 19 August 2026 and no release since v0.3.1 on 3 July 2026. An issue of 6 October calls the repository unmaintained, with no reply
Score by category
| Category | Weight this run | NanoClaw | PicoClaw | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 78 | 54 | NanoClaw +24 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 82 | 51 | NanoClaw +31 |
| Agent ergonomics | 13%16.2 | 70 | 66 | NanoClaw +4 |
| Security & auth | 14%17.5 | 74 | 51 | NanoClaw +23 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 78 | 22 | NanoClaw +56 |
| Transparency & trust | 7%8.8 | 65 | 56 | NanoClaw +9 |
| Negative events | ≤15 | -5 | -7 | |
| Total | B 68.3/100 | D 46.1/100 |
Facts side by side
| Fact | NanoClaw | PicoClaw |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | NanoCo, Inc. | Sipeed |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | None | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | MIT | MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-09 | 2026-07-03 |
| 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 | 31k stars | 30k stars |
Verdicts
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.
PicoClaw
Self-hosted under the MIT licence, with 19 documented chat channels, scheduled and heartbeat tasks, and local file memory. The repository has had no commit since 19 August 2026 and no release since 3 July, and 15 CVEs are listed against it with no advisory or security policy from the project.
Before you call either
NanoClaw
- Install with
git cloneandbash nanoclaw.sh. There is no registry package, and setup needs Docker, Node 22 or later and a Claude or Codex credential - Set
NANOCLAW_EGRESS_LOCKDOWN=truebefore giving an agent credentials or an audience of strangers. The default leaves egress open - Put chats with different audiences in separate agent groups. Every session of a group shares one read-write workspace and memory tree
- Turn on per-request approval for a secret in the gateway when its use should wait for a person. It is off unless configured
- 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
PicoClaw
- Set
allow_fromto the owner's user ID on every channel before starting the gateway. An empty list accepts messages from anyone - Set
tools.exec.allow_remotetofalseunless chats must run shell commands. The shipped default istrue, whatever docs/guides/configuration.md says - Set
isolation.enabledtotrueon Linux (needsbwrap) or run in a container. The deny patterns do not inspect child processes - Use
PICOCLAW_KEY_PASSPHRASEfor credential encryption. One docs page namesPICOCLAW_CREDENTIAL_PASSPHRASE, which the source does not read - Treat the README's ClawdChat line (read a remote skill file and follow it) as untrusted third-party instructions
Questions
Which is better for AI agents, NanoClaw or PicoClaw?
NanoClaw scores 68.3 (B) on agent readiness against PicoClaw's 46.1 (D), and leads in 6 of 7 scored categories.
Are NanoClaw and PicoClaw open source?
Yes. NanoClaw is open source (MIT). PicoClaw is open source (MIT).
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Machine-readable
- This page as Markdown
/compare/nanoclaw-vs-picoclaw.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/nanoclaw.json·/api/v1/tools/picoclaw.json - From a terminal
anchor compare nanoclaw picoclaw(the CLI) - Over MCP
compare_tools {"a": "nanoclaw", "b": "picoclaw"}at/mcp, no key