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

CategoryWeight this runNanoClawPicoClawEdge
Reliability16%207854NanoClaw +24
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28251NanoClaw +31
Agent ergonomics13%16.27066NanoClaw +4
Security & auth14%17.57451NanoClaw +23
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87822NanoClaw +56
Transparency & trust7%8.86556NanoClaw +9
Negative events≤15-5-7
TotalB 68.3/100D 46.1/100

Facts side by side

FactNanoClawPicoClaw
KindAgent harnessAgent harness
VendorNanoCo, Inc.Sipeed
Hosted endpointno (local only)no (local only)
Transports
AuthNoneNone
PricingFreeFree
x402nono
LicenceMITMIT
Read-only variant documentednono
llms.txtyesno
Last release2026-10-092026-07-03
Terms last updatedno document linkedno document linked
Privacy policy last updatedno document linkedno 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
Popularity31k stars30k 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

  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

PicoClaw

  1. Set allow_from to the owner's user ID on every channel before starting the gateway. An empty list accepts messages from anyone
  2. Set tools.exec.allow_remote to false unless chats must run shell commands. The shipped default is true, whatever docs/guides/configuration.md says
  3. Set isolation.enabled to true on Linux (needs bwrap) or run in a container. The deny patterns do not inspect child processes
  4. Use PICOCLAW_KEY_PASSPHRASE for credential encryption. One docs page names PICOCLAW_CREDENTIAL_PASSPHRASE, which the source does not read
  5. 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).

Other comparisons with NanoClaw or PicoClaw

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