Head to head · Assistant proactive · October 2026 research run

CowAgent vs nanobot

nanobot scores 62.4 (B) on agent readiness against CowAgent's 58.5 (C), and leads in 4 of 7 scored categories. CowAgent leads on reliability. Both do assistant proactive.

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

Which one, for what

CowAgent C

Best for One technical owner who wants an assistant on WeChat, Feishu, DingTalk, Telegram, Slack or Discord with memory in local files and a choice of Chinese and Western model providers.

Ahead on

  • Reliability, 84 against 70

Also in its favour

  • Free to start without a card

Watch for

Source and Docker installs default to full-access, and no mode asks the owner before a shell command, a file send or an MCP call

nanobot B

Best for A technical owner who wants an assistant on their own machine across many chat apps, with file-based memory and a free choice of model.

Ahead on

  • Schema & documentation, 77 against 67
  • Agent ergonomics, 74 against 59
  • Security & auth, 63 against 43

Also in its favour

  • No key needed to call it

Watch for

No per-action approval was found in the docs or source. The agent sends messages, runs shell commands and edits files without asking

Score by category

CategoryWeight this runCowAgentnanobotEdge
Reliability16%208470CowAgent +14
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26777nanobot +10
Agent ergonomics13%16.25974nanobot +15
Security & auth14%17.54363nanobot +20
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88382CowAgent +1
Transparency & trust7%8.84548nanobot +3
Negative events≤15-5-6
TotalC 58.5/100B 62.4/100

Facts side by side

FactCowAgentnanobot
KindAgent harnessAgent harness
VendorzhayujieHKUDS
Hosted endpointno (local only)no (local only)
TransportsHTTP
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceMITMIT
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-09-302026-09-15
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
Popularity47k stars49k stars

Verdicts

CowAgent

MIT software with seven releases in 90 days, memory kept as plain files in the owner's workspace and three per-session permission modes. Source and Docker installs default to full-access, no action asks for approval, and an open report of 31 July 2026 says group members could reach the owner's files through the bot.

nanobot

nanobot runs on the owner's machine under the MIT licence, with no telemetry found in its source and memory kept as files the owner can read and restore. No per-action approval step was found, and the shell sandbox and workspace restriction are off by default. Five security advisories were published between March and September 2026, all with fixes.

Before you call either

CowAgent

  1. Set agent_permission_mode to workspace-write or read-only before connecting any channel. Source and Docker installs default to full-access
  2. Keep the bot out of group chats that include other people. Any member who mentions it reaches the same tools as the owner
  3. Set web_password before changing web_host to 0.0.0.0. The password is empty by default
  4. Set external_api_token to enable POST /v1/chat/completions, and send conversation_id to keep one session. The model field does not select a model
  5. Run it in a container for a hard boundary. The docs and the source both say the permission modes are not isolation

nanobot

  1. Set tools.restrictToWorkspace to true and tools.exec.sandbox to bwrap or seatbelt before giving it real accounts. Both are off by default
  2. Run 0.3.0 or later. Earlier versions carry the published SSRF flaw in web fetch (GHSA-vc5v-6vwm-wf9m)
  3. Keep allowFrom narrow on every channel and never set ["*"] on Email, which has no pairing
  4. Write secrets as ${VAR} references in ~/.nanobot/config.json. Plain values are stored in clear text
  5. Use nanobot -m "..." for a one-shot run, and keep nanobot gateway running for channels, schedules and heartbeat

Questions

Which is better for AI agents, CowAgent or nanobot?

nanobot scores 62.4 (B) on agent readiness against CowAgent's 58.5 (C), and leads in 4 of 7 scored categories. CowAgent leads on reliability.

Are CowAgent and nanobot open source?

Yes. CowAgent is open source (MIT). nanobot is open source (MIT).

Other comparisons with CowAgent or nanobot

Machine-readable

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