Head to head · Assistant proactive · October 2026 research run

AstrBot vs ZeroClaw

ZeroClaw scores 70.2 (BB) on agent readiness against AstrBot's 58.8 (C), and leads in 4 of 7 scored categories. AstrBot leads on reliability. Both do assistant proactive.

Best AI personal assistants that act for one person · All 190 assistants comparisons

Which one, for what

AstrBot C

Best for Someone who wants one self-run bot answering on QQ, Telegram, Slack, Discord, Lark or WeCom, in private or group chats, with scheduled tasks, a knowledge base and plugins.

Ahead on

  • Reliability, 81 against 74

Watch for

No approval step before any tool call. The agent sends messages, creates scheduled tasks and calls MCP tools without asking

ZeroClaw BB

Best for One person who wants an assistant on their own hardware that answers on Telegram, Discord, Matrix or email, asks before it writes or runs commands, and works with a local model.

Ahead on

  • Schema & documentation, 82 against 62
  • Agent ergonomics, 72 against 54
  • Security & auth, 76 against 44
  • Transparency & trust, 64 against 40

Also in its favour

  • Agent-ready, a grade of BB or better
  • No key needed to call it

Watch for

The docs state that command execution is not audited. [security.audit] records certificate events only, and tool receipts are opt-in and not durable

Score by category

CategoryWeight this runAstrBotZeroClawEdge
Reliability16%208174AstrBot +7
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26282ZeroClaw +20
Agent ergonomics13%16.25472ZeroClaw +18
Security & auth14%17.54476ZeroClaw +32
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88180AstrBot +1
Transparency & trust7%8.84064ZeroClaw +24
Negative events≤15-2-3
TotalC 58.8/100BB 70.2/100

Facts side by side

FactAstrBotZeroClaw
KindAgent harnessAgent harness
VendorAstrBotDevsZeroClaw Labs
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceAGPL-3.0-or-laterMIT OR Apache-2.0
Read-only variant documentednoyes
llms.txtnoyes
Last release2026-09-272026-09-05
Terms last updated2026-01-12no document linked
Privacy policy last updatedno document linkedno 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 noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity42k stars33k stars

Verdicts

AstrBot

Fourteen official messaging adapters, scheduled tasks and scoped API keys come in one AGPL-3.0 program with releases most weeks. No tool call asks for approval, no mail, calendar or long-term memory connector is built in, and usage statistics, including the machine's hostname, are sent by default.

ZeroClaw

Supervised autonomy is the default, so tools outside a short read-only list wait for the owner's approval, and secrets are encrypted in the config file. The docs state that command execution is not written to an audit log, and the project publishes no privacy policy or terms.

Before you call either

AstrBot

  1. Set ASTRBOT_DISABLE_METRICS=1 before the first start. Statistics, including the hostname, are sent to tickstats.soulter.top by default
  2. Set dashboard.host to 127.0.0.1 in data/cmd_config.json, or the DASHBOARD_HOST variable, unless remote access is intended. The default is 0.0.0.0
  3. Create an abk_ key in Settings, OpenAPI with only the scopes needed, and send it as Authorization: Bearer or X-API-Key
  4. Include username in every POST /api/v1/chat body. Without the chat:admin scope an administrator ID is rejected
  5. Check Extensions, Future Tasks after asking for a schedule. One-off tasks are deleted after their run even when the run fails

ZeroClaw

  1. Keep [risk_profiles.<alias>] level = "supervised". full runs every tool not listed in always_ask, and the YOLO preset removes the sandbox and path rules too
  2. Add sending and account tools such as send_via, google_workspace and http_request to always_ask so a session-level Always grant cannot skip the prompt
  3. List senders in [peer_groups.<name>] external_peers. ["*"] accepts anyone on that channel
  4. Set [web_fetch].allowed_domains and [http_request].allowed_domains. Fetches run unprompted and the OS sandbox does not block egress
  5. Run one-shot tasks with zeroclaw agent -a <alias> -m "<task>". A cron or webhook turn has no prompt, so shell calls fall to the command policy

Questions

Which is better for AI agents, AstrBot or ZeroClaw?

ZeroClaw scores 70.2 (BB) on agent readiness against AstrBot's 58.8 (C), and leads in 4 of 7 scored categories. AstrBot leads on reliability.

Are AstrBot and ZeroClaw open source?

Yes. AstrBot is open source (AGPL-3.0-or-later). ZeroClaw is open source (MIT OR Apache-2.0).

Other comparisons with AstrBot or ZeroClaw

Machine-readable

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