# AstrBot vs QwenPaw > QwenPaw scores 62.2 (B) to AstrBot's 58.8 (C) for assistant proactive. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw - Markdown: https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.md (~2,600 tokens) - Slim: https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.min.md (~630 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.json (this page as data, same URL with Accept: application/json) - Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt) - API: https://www.anchorterminal.com/api/v1/index.json - Updated: 2026-10-12 QwenPaw scores 62.2 (B) on agent readiness against AstrBot's 58.8 (C), and leads in 4 of 7 scored categories. AstrBot leads on reliability and maintenance & community. Both do assistant proactive. - AstrBot: grade C, 58.8/100, rank #584 of 986. Markdown https://www.anchorterminal.com/tools/astrbot.md · JSON https://www.anchorterminal.com/api/v1/tools/astrbot.json - QwenPaw: grade B, 62.2/100, rank #454 of 986. Markdown https://www.anchorterminal.com/tools/qwenpaw.md · JSON https://www.anchorterminal.com/api/v1/tools/qwenpaw.json - Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md - All 190 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md ## Which one, for what ### AstrBot (C) Good 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 70 - Maintenance & community, 81 against 73 Also in its favour: - Free to start without a card Watch for: No approval step before any tool call. The agent sends messages, creates scheduled tasks and calls MCP tools without asking ### QwenPaw (B) Good for: One person who wants an assistant on Chinese and Western chat apps with scheduled digests, a consumer mailbox and file-based memory, on their own machine and with a model of their choice. Ahead on: - Schema & documentation, 68 against 62 - Agent ergonomics, 67 against 54 - Security & auth, 60 against 44 - Transparency & trust, 56 against 40 Also in its favour: - No key needed to call it - Runs on your own machine Watch for: Usage data is on by default, `qwenpaw init --defaults` accepts it without a prompt, and the opt-out variable is absent from the README and docs ## Score by category | Category | Weight | AstrBot | QwenPaw | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 81 | 70 | AstrBot +11 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 62 | 68 | QwenPaw +6 | | Agent ergonomics | 13% (16.2 this run) | 54 | 67 | QwenPaw +13 | | Security & auth | 14% (17.5 this run) | 44 | 60 | QwenPaw +16 | | Payments & pricing | 10% (12.5 this run) | 60 | 60 | even | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 81 | 73 | AstrBot +8 | | Transparency & trust | 7% (8.8 this run) | 40 | 56 | QwenPaw +16 | | Negative events | ≤15 | -2 | -3 | | | **Total** | | **58.8 · C** | **62.2 · B** | | ## Facts side by side | Fact | AstrBot | QwenPaw | | --- | --- | --- | | Kind | Agent harness | Agent harness | | Vendor | AstrBotDevs | AgentScope | | Hosted endpoint | no (local only) | no (local only) | | Transports | | HTTP, stdio | | Auth | OAuth or key | None | | Pricing | Free | Free | | x402 | no | no | | Licence | AGPL-3.0-or-later | Apache-2.0 | | Read-only variant documented | no | no | | llms.txt | no | no | | Last release | 2026-09-27 | 2026-09-11 | | Terms last updated | 2026-01-12 | no document linked | | Privacy policy last updated | no document linked | no document linked | | 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 | 42k stars | 36k 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. **QwenPaw.** Mail tools ask for approval by default, automatic mail handling may not delete permanently, and the security docs list what each sandbox backend fails to enforce. Usage data is sent by default, the default approval level passes every tool call no rule flags, and no privacy policy or security advisory is published. ## 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 ### QwenPaw 1. Set `QWENPAW_TELEMETRY_DISABLED=true` before `qwenpaw init --defaults` or `qwenpaw app`. Both send usage data without asking 2. Set `approval_level` to `STRICT` or `SMART` in `agent.json`. The default `AUTO` runs every tool call no guard rule flags 3. Set `dm_policy` and `group_policy` to `allowlist` with `allow_from` on each channel. Both default to `open` 4. Set `QWENPAW_AUTH_ENABLED=true` before binding beyond 127.0.0.1. Requests from localhost skip login even then 5. Keep mail tools on `ask` for `send_message`, `delete_message` and `delete_thread`, and turn on Mail Access Control with automatic handling ## Questions ### Which is better for AI agents, AstrBot or QwenPaw? QwenPaw scores 62.2 (B) on agent readiness against AstrBot's 58.8 (C), and leads in 4 of 7 scored categories. AstrBot leads on reliability and maintenance & community. ### Are AstrBot and QwenPaw open source? Yes. AstrBot is open source (AGPL-3.0-or-later). QwenPaw is open source (Apache-2.0). ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.json, and with the fewest tokens: https://www.anchorterminal.com/compare/astrbot-vs-qwenpaw.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "astrbot", "b": "qwenpaw"}`. From a terminal: `anchor compare astrbot qwenpaw` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/astrbot.json and https://www.anchorterminal.com/api/v1/tools/qwenpaw.json ## Other comparisons with AstrBot or QwenPaw - [AstrBot vs CowAgent](https://www.anchorterminal.com/compare/astrbot-vs-cowagent.md) - [AstrBot vs GAIA](https://www.anchorterminal.com/compare/astrbot-vs-gaia.md) - [AstrBot vs Gemini Spark](https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark.md) - [AstrBot vs Grok Bot](https://www.anchorterminal.com/compare/astrbot-vs-grok-bot.md) - [AstrBot vs Haven](https://www.anchorterminal.com/compare/astrbot-vs-haven.md) - [AstrBot vs Hermes Agent](https://www.anchorterminal.com/compare/astrbot-vs-hermes-agent.md) - [AstrBot vs Instinct](https://www.anchorterminal.com/compare/astrbot-vs-instinct.md) - [AstrBot vs IronClaw](https://www.anchorterminal.com/compare/astrbot-vs-ironclaw.md) - [AstrBot vs Leon](https://www.anchorterminal.com/compare/astrbot-vs-leon.md) - [AstrBot vs Lindy](https://www.anchorterminal.com/compare/astrbot-vs-lindy.md) - [AstrBot vs nanobot](https://www.anchorterminal.com/compare/astrbot-vs-nanobot.md) - [AstrBot vs NanoClaw](https://www.anchorterminal.com/compare/astrbot-vs-nanoclaw.md) - [AstrBot vs Dots](https://www.anchorterminal.com/compare/astrbot-vs-openai-dots.md) - [AstrBot vs OpenClaw](https://www.anchorterminal.com/compare/astrbot-vs-openclaw.md) - [AstrBot vs PicoClaw](https://www.anchorterminal.com/compare/astrbot-vs-picoclaw.md) - [AstrBot vs Poke](https://www.anchorterminal.com/compare/astrbot-vs-poke.md) - [AstrBot vs ZeroClaw](https://www.anchorterminal.com/compare/astrbot-vs-zeroclaw.md) - [AstrBot vs Zo Computer](https://www.anchorterminal.com/compare/astrbot-vs-zo-computer.md) - [CowAgent vs QwenPaw](https://www.anchorterminal.com/compare/cowagent-vs-qwenpaw.md) - [GAIA vs QwenPaw](https://www.anchorterminal.com/compare/gaia-vs-qwenpaw.md) - [Gemini Spark vs QwenPaw](https://www.anchorterminal.com/compare/gemini-spark-vs-qwenpaw.md) - [Grok Bot vs QwenPaw](https://www.anchorterminal.com/compare/grok-bot-vs-qwenpaw.md) - [Haven vs QwenPaw](https://www.anchorterminal.com/compare/haven-vs-qwenpaw.md) - [Hermes Agent vs QwenPaw](https://www.anchorterminal.com/compare/hermes-agent-vs-qwenpaw.md) - [Instinct vs QwenPaw](https://www.anchorterminal.com/compare/instinct-vs-qwenpaw.md) - [IronClaw vs QwenPaw](https://www.anchorterminal.com/compare/ironclaw-vs-qwenpaw.md) - [Leon vs QwenPaw](https://www.anchorterminal.com/compare/leon-vs-qwenpaw.md) - [Lindy vs QwenPaw](https://www.anchorterminal.com/compare/lindy-vs-qwenpaw.md) - [nanobot vs QwenPaw](https://www.anchorterminal.com/compare/nanobot-vs-qwenpaw.md) - [NanoClaw vs QwenPaw](https://www.anchorterminal.com/compare/nanoclaw-vs-qwenpaw.md) - [Dots vs QwenPaw](https://www.anchorterminal.com/compare/openai-dots-vs-qwenpaw.md) - [OpenClaw vs QwenPaw](https://www.anchorterminal.com/compare/openclaw-vs-qwenpaw.md) - [PicoClaw vs QwenPaw](https://www.anchorterminal.com/compare/picoclaw-vs-qwenpaw.md) - [Poke vs QwenPaw](https://www.anchorterminal.com/compare/poke-vs-qwenpaw.md) - [QwenPaw vs ZeroClaw](https://www.anchorterminal.com/compare/qwenpaw-vs-zeroclaw.md) - [QwenPaw vs Zo Computer](https://www.anchorterminal.com/compare/qwenpaw-vs-zo-computer.md)