Head to head · Assistant proactive · October 2026 research run
PicoClaw vs Zo Computer
PicoClaw scores 46.1 (D) on agent readiness against Zo Computer's 43.1 (E), and leads in 4 of 7 scored categories. Zo Computer leads on schema & documentation and maintenance & community. Both do assistant proactive.
Best AI personal assistants that act for one person · All 190 assistants comparisons
Which one, for what
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.
Ahead on
- Reliability, 54 against 15
- Agent ergonomics, 66 against 34
- Security & auth, 51 against 37
- Payments & pricing, 60 against 40
Also in its favour
- No key needed to call it
- Free to start without a card
- Open source
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
Best for One person who wants a hosted assistant with its own Linux machine, reachable by text message and chat apps, and who accepts that the assistant acts on connected accounts without a documented approval step.
Ahead on
- Schema & documentation, 73 against 51
- Maintenance & community, 68 against 22
Also in its favour
- A hosted endpoint, with nothing to install
- No incidents deducted, where PicoClaw loses 7 points for them
Watch for
The access token for the API and MCP endpoint grants full access to the workspace, with no scoped or read-only token documented
Score by category
| Category | Weight this run | PicoClaw | Zo Computer | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 54 | 15 | PicoClaw +39 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 51 | 73 | Zo Computer +22 |
| Agent ergonomics | 13%16.2 | 66 | 34 | PicoClaw +32 |
| Security & auth | 14%17.5 | 51 | 37 | PicoClaw +14 |
| Payments & pricing | 10%12.5 | 60 | 40 | PicoClaw +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 22 | 68 | Zo Computer +46 |
| Transparency & trust | 7%8.8 | 56 | 60 | Zo Computer +4 |
| Negative events | ≤15 | -7 | 0 | |
| Total | D 46.1/100 | E 43.1/100 |
Facts side by side
| Fact | PicoClaw | Zo Computer |
|---|---|---|
| Kind | Agent harness | HTTP API |
| Vendor | Sipeed | Zo Computer Company |
| Hosted endpoint | no (local only) | https://api.zo.computer/mcp |
| Transports | HTTP | |
| Auth | None | API key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | Proprietary service under Zo Computer Company's terms of service |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-07-03 | 2026-09-14 |
| Terms last updated | no document linked | 2025-08-08 |
| Privacy policy last updated | no document linked | 2026-05-20 |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 30k stars | none |
Verdicts
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.
Zo Computer
Zo publishes an OpenAPI file, Markdown docs, plan prices and a named list of the providers that receive user content. One access token grants full access to the workspace, no approval step before sending or buying was found in the reviewed docs, and no status page, rate limit or SLA is published.
Before you call either
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
Zo Computer
- Send
POST https://api.zo.computer/zo/askwithAuthorization: Bearer zo_sk_...and aninputstring. The owner creates the token under Settings > Advanced - Pass
persona_idfor a persona with a narrow tool set. The token itself carries every permission the owner has - Set
memory_modetooffto keep workspace memory out of a request. The field is in the OpenAPI file and absent from the API guide - Do not retry
/zo/askblindly after a timeout. No idempotency key is documented and the request may already have sent a message - Append
.mdto any guide or reference URL for Markdown
Questions
Which is better for AI agents, PicoClaw or Zo Computer?
PicoClaw scores 46.1 (D) on agent readiness against Zo Computer's 43.1 (E), and leads in 4 of 7 scored categories. Zo Computer leads on schema & documentation and maintenance & community.
Can an agent call PicoClaw and Zo Computer without installing anything?
No hosted endpoint is listed for PicoClaw. Zo Computer has a hosted endpoint at https://api.zo.computer/mcp.
Are PicoClaw and Zo Computer open source?
PicoClaw is open source (MIT). No open-source release is listed for Zo Computer.
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Machine-readable
- This page as Markdown
/compare/picoclaw-vs-zo-computer.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/picoclaw.json·/api/v1/tools/zo-computer.json - From a terminal
anchor compare picoclaw zo-computer(the CLI) - Over MCP
compare_tools {"a": "picoclaw", "b": "zo-computer"}at/mcp, no key