--- title: "AstrBot vs RWKV-howto" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/astrbotdevs-astrbot-vs-hannibal046-rwkv-howto" tools: ["astrbotdevs-astrbot", "hannibal046-rwkv-howto"] --- # AstrBot vs RWKV-howto *GraphCanon updated Jul 11, 2026* ## 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. [AstrBot](https://astrbot.app) reports 36k GitHub stars, 2.5k forks, and 1.3k open issues, last pushed Jul 9, 2026. [RWKV-howto](https://github.com/Hannibal046/RWKV-howto) has 26 stars, 2 forks, and 0 open issues, last pushed Jun 8, 2023. Figures are from public GitHub metadata via [AstrBot's repository](https://github.com/AstrBotDevs/AstrBot) and [RWKV-howto's repository](https://github.com/Hannibal046/RWKV-howto). | | [AstrBot](/tools/astrbotdevs-astrbot.md) | [RWKV-howto](/tools/hannibal046-rwkv-howto.md) | | --- | --- | --- | | Tagline | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature | possibly useful materials for learning RWKV language model | | Stars | 36,186 | 26 | | Forks | 2,513 | 2 | | Open issues | 1,315 | 0 | | Language | Python | - | | Adopt for | 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. | Materials and tutorials specific to the RWKV language model, which merges RNN benefits with transformer-like performance. | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | - | | Categories | AI Agents, LLM Frameworks | LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AstrBot](/tools/astrbotdevs-astrbot.md) | [RWKV-howto](/tools/hannibal046-rwkv-howto.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 2d | 1128d | | Open issues (now) | 1.3k | 0 | | Owner type | Organization | User | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/astrbotdevs-astrbot/trust.md) | [trust report](/tools/hannibal046-rwkv-howto/trust.md) | ## Decision facts: AstrBot - **Adopt for:** 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. ## Decision facts: RWKV-howto - **Requirements:** The specific language and license details are not available for this repository. Review documentation directly from the RWKV repo provided. - **Adopt for:** Materials and tutorials specific to the RWKV language model, which merges RNN benefits with transformer-like performance. ## Choose when ### 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. ### 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 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 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. ## 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](/tools/astrbotdevs-astrbot/alternatives) and [RWKV-howto alternatives](/tools/hannibal046-rwkv-howto/alternatives) ([AstrBot markdown twin](/tools/astrbotdevs-astrbot/alternatives.md), [RWKV-howto markdown twin](/tools/hannibal046-rwkv-howto/alternatives.md)), 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](/compare/astrbotdevs-astrbot-vs-hannibal046-rwkv-howto.md) 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](/tools/astrbotdevs-astrbot/trust); [RWKV-howto trust report](/tools/hannibal046-rwkv-howto/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=astrbotdevs-astrbot`](/api/graphcanon/graph?tool=astrbotdevs-astrbot) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_