Comparison
AstrBot vs RWKV-howto
Verdict
Pick AstrBot if astrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms with various language models and plugins under the AGPL-3.0 license; pick RWKV-howto if materials and tutorials specific to the RWKV language model, which merges RNN benefits with transformer-like performance.
Markdown twin · AstrBot alternatives · RWKV-howto alternatives
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Trust & integrity
| Signal | AstrBot | RWKV-howto |
|---|---|---|
| Maintenance | Very active (2d since push) As of 1d · github_public_v1 | Dormant (1128d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| Security (OSV) | No MCP manifest As of 1d · mcp_manifest | No lockfile As of 1d · none |
Tagline
- AstrBot
- AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
- RWKV-howto
- possibly useful materials for learning RWKV language model
Stars
- AstrBot
- 36k
- RWKV-howto
- 26
Forks
- AstrBot
- 2.5k
- RWKV-howto
- 2
Open issues
- AstrBot
- 1.3k
- RWKV-howto
- 0
Language
- AstrBot
- Python
- RWKV-howto
- -
Adopt for
- AstrBot
- AstrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms with various language models and plugins under the AGPL-3.0 license.
- RWKV-howto
- Materials and tutorials specific to the RWKV language model, which merges RNN benefits with transformer-like performance.
Persona
- AstrBot
- -
- RWKV-howto
- -
Runtime
- AstrBot
- -
- RWKV-howto
- -
License
- AstrBot
- AGPL-3.0
- RWKV-howto
- -
Last pushed
- AstrBot
- Jul 9, 2026
- RWKV-howto
- Jun 8, 2023
Categories
- AstrBot
- AI Agents, LLM Frameworks
- RWKV-howto
- LLM Frameworks
Trust and health
Maintenance
- AstrBot
- Very active (96%)
- RWKV-howto
- Dormant (18%)
Days since push
- AstrBot
- 2d
- RWKV-howto
- 1128d
Open issues (now)
- AstrBot
- 1.3k
- RWKV-howto
- 0
Owner type
- AstrBot
- Organization
- RWKV-howto
- User
Security scan
- AstrBot
- No MCP manifest
- RWKV-howto
- No lockfile
Full report
- AstrBot
- Trust report
- RWKV-howto
- Trust report
Choose AstrBot if…
- Tags unique to AstrBot: agent, ai, astrbot, chatbot.
- Also covers AI Agents.
- AstrBot ships Docker support for self-hosted deployment.
- When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others.
When NOT to use AstrBot
- If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development.
- In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad,
- +adaptability.
Choose RWKV-howto if…
- Requirements: The specific language and license details are not available for this repository. Review documentation directly from the RWKV repo provided..
- Tags unique to RWKV-howto: language-model, rnn, transformer.
- - When you want to understand how an RNN can perform like a transformer while maintaining parallelizability.
When NOT to use RWKV-howto
- - When your focus is on standard transformers that don't require the combination of RNN benefits with modern transformer designs.
- - If you need models that perform exceptionally well in tasks strictly dependent on attention mechanisms like those used in Vision Transformers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- GitHub forks (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- Last push (AstrBotDevs/AstrBot) · observed Jul 9, 2026
- License file (AGPL-3.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Hannibal046/RWKV-howto) · observed Jul 11, 2026
- GitHub forks (Hannibal046/RWKV-howto) · observed Jul 11, 2026
- Last push (Hannibal046/RWKV-howto) · observed Jun 8, 2023
- License file (unknown) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AstrBot 36k · RWKV-howto 26 (synced Jul 11, 2026).
Common questions
- What is the difference between AstrBot and RWKV-howto?
- AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. RWKV-howto: possibly useful materials for learning RWKV language model. See the comparison table for live GitHub stats and shared categories.
- When should I choose AstrBot over RWKV-howto?
- Choose AstrBot over RWKV-howto when Tags unique to AstrBot: agent, ai, astrbot, chatbot; Also covers AI Agents; AstrBot ships Docker support for self-hosted deployment; When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others.
- When should I choose RWKV-howto over AstrBot?
- Choose RWKV-howto over AstrBot when Requirements: The specific language and license details are not available for this repository. Review documentation directly from the RWKV repo provided.; Tags unique to RWKV-howto: language-model, rnn, transformer; - When you want to understand how an RNN can perform like a transformer while maintaining parallelizability.
- When should I avoid AstrBot?
- If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development. In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad, +adaptability.
- When should I avoid RWKV-howto?
- - When your focus is on standard transformers that don't require the combination of RNN benefits with modern transformer designs. - If you need models that perform exceptionally well in tasks strictly dependent on attention mechanisms like those used in Vision Transformers.
- Is AstrBot or RWKV-howto more popular on GitHub?
- AstrBot has more GitHub stars (36,186 vs 26). Stars measure visibility, not whether either tool fits your constraints.
- Are AstrBot and RWKV-howto open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to AstrBot or RWKV-howto?
- GraphCanon lists graph-backed alternatives at AstrBot alternatives and RWKV-howto alternatives (AstrBot markdown twin, RWKV-howto markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, AstrBot or RWKV-howto?
- AstrBot: Very active. RWKV-howto: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for AstrBot and RWKV-howto?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; RWKV-howto trust report.