--- title: "AstrBot vs Awesome-LLM-Reasoning" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/astrbotdevs-astrbot-vs-atfortes-awesome-llm-reasoning" tools: ["astrbotdevs-astrbot", "atfortes-awesome-llm-reasoning"] --- # AstrBot vs Awesome-LLM-Reasoning *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 Awesome-LLM-Reasoning if awesome-LLM-Reasoning is a curated collection of papers and resources dedicated to enhancing the reasoning abilities of large language models (LLMs) and multimodal large language models (MLLMs). Specifically, it delves深入. [AstrBot](https://astrbot.app) reports 36k GitHub stars, 2.5k forks, and 1.3k open issues, last pushed Jul 9, 2026. [Awesome-LLM-Reasoning](https://github.com/atfortes/Awesome-LLM-Reasoning) has 3.6k stars, 212 forks, and 27 open issues, last pushed Apr 20, 2026. Figures are from public GitHub metadata via [AstrBot's repository](https://github.com/AstrBotDevs/AstrBot) and [Awesome-LLM-Reasoning's repository](https://github.com/atfortes/Awesome-LLM-Reasoning). | | [AstrBot](/tools/astrbotdevs-astrbot.md) | [Awesome-LLM-Reasoning](/tools/atfortes-awesome-llm-reasoning.md) | | --- | --- | --- | | Tagline | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature | From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓 | | Stars | 36,186 | 3,648 | | Forks | 2,513 | 212 | | Open issues | 1,315 | 27 | | 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. | Awesome-LLM-Reasoning is a curated collection of papers and resources dedicated to enhancing the reasoning abilities of large language models (LLMs) and multimodal large language models (MLLMs). Specifically, it delves深入 | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | MIT | | Categories | AI Agents, LLM Frameworks | LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AstrBot](/tools/astrbotdevs-astrbot.md) | [Awesome-LLM-Reasoning](/tools/atfortes-awesome-llm-reasoning.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 2d | 82d | | Open issues (now) | 1.3k | 27 | | Owner type | Organization | User | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/astrbotdevs-astrbot/trust.md) | [trust report](/tools/atfortes-awesome-llm-reasoning/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: Awesome-LLM-Reasoning - **Adopt for:** Awesome-LLM-Reasoning is a curated collection of papers and resources dedicated to enhancing the reasoning abilities of large language models (LLMs) and multimodal large language models (MLLMs). Specifically, it delves深入 ## Choose when ### Choose AstrBot if… - License: AstrBot is AGPL-3.0, Awesome-LLM-Reasoning is MIT. - 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 Awesome-LLM-Reasoning if… - License: Awesome-LLM-Reasoning is MIT, AstrBot is AGPL-3.0. - Tags unique to Awesome-LLM-Reasoning: awesome, chain-of-thought, chatgpt, cot. - 你正在寻找关于如何解锁和增强大语言模型（LLMs）和多模态大型语言模型（MLLMs）推理能力的论文和资源时。例如，如果你对理解和测试这些模型的符号推理能力感兴趣，这一资源将非常有用。 ## 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 Awesome-LLM-Reasoning - 如果你正在寻找具体的工具或平台来直接进行LLM的训练或推理实现，而不是想要了解技术背后的理论和最近的研究成果。 - 当你寻求的是特定项目的代码库或者实际的应用实例，而非纯粹的研究性和理论性的文献收集和分析时。Awesome-LLM-Reasoning主要聚焦于提供最新的调研文章和资源链接，并不涉及具体的项目实现内容。 ## Common questions ### What is the difference between AstrBot and Awesome-LLM-Reasoning? AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. Awesome-LLM-Reasoning: From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓. See the comparison table for live GitHub stats and shared categories. ### When should I choose AstrBot over Awesome-LLM-Reasoning? Choose AstrBot over Awesome-LLM-Reasoning when License: AstrBot is AGPL-3.0, Awesome-LLM-Reasoning is MIT; 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 Awesome-LLM-Reasoning over AstrBot? Choose Awesome-LLM-Reasoning over AstrBot when License: Awesome-LLM-Reasoning is MIT, AstrBot is AGPL-3.0; Tags unique to Awesome-LLM-Reasoning: awesome, chain-of-thought, chatgpt, cot; 你正在寻找关于如何解锁和增强大语言模型（LLMs）和多模态大型语言模型（MLLMs）推理能力的论文和资源时。例如，如果你对理解和测试这些模型的符号推理能力感兴趣，这一资源将非常有用。. ### 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 Awesome-LLM-Reasoning? 如果你正在寻找具体的工具或平台来直接进行LLM的训练或推理实现，而不是想要了解技术背后的理论和最近的研究成果。 当你寻求的是特定项目的代码库或者实际的应用实例，而非纯粹的研究性和理论性的文献收集和分析时。Awesome-LLM-Reasoning主要聚焦于提供最新的调研文章和资源链接，并不涉及具体的项目实现内容。 ### Is AstrBot or Awesome-LLM-Reasoning more popular on GitHub? AstrBot has more GitHub stars (36,186 vs 3,648). Stars measure visibility, not whether either tool fits your constraints. ### Are AstrBot and Awesome-LLM-Reasoning open source? Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, Awesome-LLM-Reasoning: MIT). ### Where can I find alternatives to AstrBot or Awesome-LLM-Reasoning? GraphCanon lists graph-backed alternatives at [AstrBot alternatives](/tools/astrbotdevs-astrbot/alternatives) and [Awesome-LLM-Reasoning alternatives](/tools/atfortes-awesome-llm-reasoning/alternatives) ([AstrBot markdown twin](/tools/astrbotdevs-astrbot/alternatives.md), [Awesome-LLM-Reasoning markdown twin](/tools/atfortes-awesome-llm-reasoning/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-atfortes-awesome-llm-reasoning.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, AstrBot or Awesome-LLM-Reasoning? AstrBot: Very active. Awesome-LLM-Reasoning: Steady. 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 Awesome-LLM-Reasoning? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AstrBot trust report](/tools/astrbotdevs-astrbot/trust); [Awesome-LLM-Reasoning trust report](/tools/atfortes-awesome-llm-reasoning/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/_