Head to head · Proactive personal assistants · October 2026 research run
PicoClaw vs Town
Town scores 48.7 (D) on agent readiness against PicoClaw's 46.1 (D), and leads in 3 of 7 scored categories. PicoClaw leads on reliability, schema & documentation, agent ergonomics and payments & pricing. Both do proactive personal assistants.
Best AI personal assistants that act for one person · All 834 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 35
- Schema & documentation, 51 against 33
- Agent ergonomics, 66 against 49
- Payments & pricing, 60 against 30
Also in its favour
- No key needed to call it
- 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
Town D
Best for An owner who wants a mail and calendar assistant whose routines other systems can trigger.
Ahead on
- Security & auth, 79 against 51
- Maintenance & community, 60 against 22
- Transparency & trust, 63 against 56
Also in its favour
- No incidents deducted, where PicoClaw loses 7 points for them
Watch for
The privacy policy describes training with an opt-out and the trust page says training is opt-in.
Score by category
| Category | Weight this run | PicoClaw | Town | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 54 | 35 | PicoClaw +19 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 51 | 33 | PicoClaw +18 |
| Agent ergonomics | 13%16.2 | 66 | 49 | PicoClaw +17 |
| Security & auth | 14%17.5 | 51 | 79 | Town +28 |
| Payments & pricing | 10%12.5 | 60 | 30 | PicoClaw +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 22 | 60 | Town +38 |
| Transparency & trust | 7%8.8 | 56 | 63 | Town +7 |
| Negative events | ≤15 | -7 | 0 | |
| Total | D 46.1/100 | D 48.7/100 |
Facts side by side
| Fact | PicoClaw | Town |
|---|---|---|
| Kind | Agent harness | Platform |
| Vendor | Sipeed | Town.com, Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | |
| Auth | None | OAuth or key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | Closed service under Town's Terms of Service (Town.com, Inc., updated 21 July 2026). |
| Read-only variant documented | no | yes |
| llms.txt | no | no |
| Last release | 2026-07-03 | 2026-10-10 |
| Terms last updated | no document linked | |
| Privacy policy last updated | 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 | 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.
Town
Town is a hosted assistant that works across the owner's mail, calendar and work apps, and other systems can start its routines through per-routine webhooks with rotatable secrets, idempotency keys and documented errors. A caller can't read a run's result. The privacy policy and trust page disagree on whether training is on by default.
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
Town
- Start a Town routine with POST to its webhook URL, Authorization Bearer whsec_ secret, and application/json or text/plain. Expect 202 only.
- Send X-Town-Idempotency-Key with a stable event id on every retry so Town doesn't start a second run.
- Treat 404 as wrong secret, disabled endpoint or missing endpoint alike, and ask the owner to check Routine Settings rather than retrying.
- Send account_email only if the owner allowed the override. It must match a connected account in full and can't widen the routine's scope.
- Ask the owner to keep routines that act on webhook input in approval-required mode, as Town's own docs advise.
Questions
Which is better for AI agents, PicoClaw or Town?
Town scores 48.7 (D) on agent readiness against PicoClaw's 46.1 (D), and leads in 3 of 7 scored categories. PicoClaw leads on reliability, schema & documentation, agent ergonomics and payments & pricing.
Are PicoClaw and Town open source?
PicoClaw is open source (MIT). No open-source release is listed for Town.
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Disclosure
Town competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.
Machine-readable
- This page as Markdown
/compare/picoclaw-vs-town.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/picoclaw.json·/api/v1/tools/town.json - From a terminal
anchor compare picoclaw town(the CLI) - Over MCP
compare_tools {"a": "picoclaw", "b": "town"}at/mcp, no key