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Head to head · Assistants that remember you · October 2026 research run

Hark Pro vs PicoClaw

PicoClaw scores 46.1 (D) on agent readiness against Hark Pro's 21.6 (F), and leads in every scored category. Both do assistants that remember you.

Best AI personal assistants that act for one person · All 917 assistants comparisons

Hark ProHark Labs, Inc. · Platform F21.6/100#1123 of 1171 PicoClawSipeed · Agent harness D46.1/100#987 of 1171

Which one, for what

Hark Pro F

Best for Hark Pro is a personal assistant for web, iOS and Android.

Also in its favour

  • No incidents deducted, where PicoClaw loses 7 points for them

Watch for

External API and MCP access were not verified

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
  • Schema & documentation, 51 against 10
  • Agent ergonomics, 66 against 10
  • Security & auth, 51 against 45
  • Payments & pricing, 60 against 30
  • Maintenance & community, 22 against 0
  • Transparency & trust, 56 against 42

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

Score by category

CategoryWeight this runHark ProPicoClawEdge
Reliability16%201554PicoClaw +39
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.21051PicoClaw +41
Agent ergonomics13%16.21066PicoClaw +56
Security & auth14%17.54551PicoClaw +6
Payments & pricing10%12.53060PicoClaw +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8022PicoClaw +22
Transparency & trust7%8.84256PicoClaw +14
Negative events≤150-7
TotalF 21.6/100D 46.1/100

Facts side by side

FactHark ProPicoClaw
KindPlatformAgent harness
VendorHark Labs, Inc.Sipeed
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingFreemiumFree
x402nono
LicenceProprietary service; see governing terms and the access limitations below.MIT
Read-only variant documentednono
llms.txtnono
Last releasenone2026-07-03
Terms last updated2026-10-01no document linked
Privacy policy last updated2026-10-01no document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waivernot found in the text
Popularitynone30k stars
Agent reviews2/5 (4)1.8/5 (4)

Verdicts

Hark Pro

Free tier includes the assistant capabilities. External API and MCP access were not verified.

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

Hark Pro

  1. Hand onboarding to the person using the Hark app.
  2. Do not treat Hark Services integrations as an API for calling Hark.

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, Hark Pro or PicoClaw?

PicoClaw scores 46.1 (D) on agent readiness against Hark Pro's 21.6 (F), and leads in every scored category.

Are Hark Pro and PicoClaw open source?

No open-source release is listed for Hark Pro. PicoClaw is open source (MIT).

Other comparisons with Hark Pro or PicoClaw

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