--- title: "agentscope vs ailingbot" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentscope-ai-agentscope-vs-ericzhang-cn-ailingbot" tools: ["agentscope-ai-agentscope", "ericzhang-cn-ailingbot"] --- # agentscope vs ailingbot *GraphCanon updated Sep 20, 2026* ## Verdict Pick agentscope if agentscope is a Python-based framework for developing and running agents, including chatbots and voice assistants, with support for large language models and multi-modal capabilities; pick ailingbot if ailsingbot is a one-stop Python tool built on the MIT license designed to integrate AI into instant messaging bots across platforms such as WeChat Work, Feishu, and DingTalk, using APIs. [agentscope](https://docs.agentscope.io/) reports 32k GitHub stars, 3.5k forks, and 374 open issues, last pushed Sep 18, 2026. [ailingbot](https://github.com/ericzhang-cn/ailingbot) has 64 stars, 6 forks, and 1 open issues, last pushed Jul 28, 2023. Figures are from public GitHub metadata via [agentscope's repository](https://github.com/agentscope-ai/agentscope) and [ailingbot's repository](https://github.com/ericzhang-cn/ailingbot). | | [agentscope](/tools/agentscope-ai-agentscope.md) | [ailingbot](/tools/ericzhang-cn-ailingbot.md) | | --- | --- | --- | | Tagline | Build and run agents you can see, understand and trust. | One-stop solution to empower your IM bot with AI. | | Stars | 31,912 | 64 | | Forks | 3,517 | 6 | | Open issues | 374 | 1 | | Language | Python | Python | | Adopt for | agentscope is a Python-based framework for developing and running agents, including chatbots and voice assistants, with support for large language models and multi-modal capabilities. | ailsingbot is a one-stop Python tool built on the MIT license designed to integrate AI into instant messaging bots across platforms such as WeChat Work, Feishu, and DingTalk, using APIs from OpenAI. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | ailsingbot is distributed under the MIT License, allowing for wide usage and modification in both open-source and commercial projects. | | Categories | AI Agents | AI Agents, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentscope](/tools/agentscope-ai-agentscope.md) | [ailingbot](/tools/ericzhang-cn-ailingbot.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 1137d | | Open issues (now) | 374 | 1 | | Stars delta | +2.9k (30d) | 0 (30d) | | Open issues delta | +20 (30d) | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/agentscope-ai-agentscope/trust.md) | [trust report](/tools/ericzhang-cn-ailingbot/trust.md) | ## Decision facts: agentscope - **Requirements:** Requires Python 3.11 or higher. - **Adopt for:** agentscope is a Python-based framework for developing and running agents, including chatbots and voice assistants, with support for large language models and multi-modal capabilities. - **License detail:** Apache-2.0 ## Decision facts: ailingbot - **Requirements:** AILSINGBOT_POLICY__LLM__OPENAI_API_KEY – API key from OpenAI is required. - **Adopt for:** ailsingbot is a one-stop Python tool built on the MIT license designed to integrate AI into instant messaging bots across platforms such as WeChat Work, Feishu, and DingTalk, using APIs from OpenAI. - **License detail:** ailsingbot is distributed under the MIT License, allowing for wide usage and modification in both open-source and commercial projects. ## Choose when ### Choose agentscope if… - License: agentscope is Apache-2.0, ailingbot is MIT. - Requirements: Requires Python 3.11 or higher.. - Tags unique to agentscope: agent, chatbot, large-language-models, llm. - When you need a framework that supports large language models and multi-modal capabilities for building chatbots and voice assistants. ### Choose ailingbot if… - License: ailingbot is MIT, agentscope is Apache-2.0. - Requirements: AILSINGBOT_POLICY__LLM__OPENAI_API_KEY – API key from OpenAI is required.. - Tags unique to ailingbot: ai, bot, chatgpt, langchain. - Also covers Model Training. - ailingbot ships Docker support for self-hosted deployment. - When you need to enhance IM bot capabilities with intelligent responses leveraging AI, especially within Asian communication ecosystems like WeChat Work or DingTalk. ## When NOT to use agentscope - If your project requires a framework that supports Python versions lower than 3.11. - When you need a framework that does not emphasize multi-modal capabilities or large language models, as agentscope is specifically designed with these features. ## When NOT to use ailingbot - For projects solely based in regions lacking support for platforms such as WeChat Work, Feishu, and DingTalk, as the integrations are specifically designed to work within those environments. - If your project aims at exclusively using alternative AI service providers not integrated directly into ailingbot (such as Anthropic's Claude). ## Common questions ### What is the difference between agentscope and ailingbot? agentscope: Build and run agents you can see, understand and trust.. ailingbot: One-stop solution to empower your IM bot with AI.. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentscope over ailingbot? Choose agentscope over ailingbot when License: agentscope is Apache-2.0, ailingbot is MIT; Requirements: Requires Python 3.11 or higher.; Tags unique to agentscope: agent, chatbot, large-language-models, llm; When you need a framework that supports large language models and multi-modal capabilities for building chatbots and voice assistants. ### When should I choose ailingbot over agentscope? Choose ailingbot over agentscope when License: ailingbot is MIT, agentscope is Apache-2.0; Requirements: AILSINGBOT_POLICY__LLM__OPENAI_API_KEY – API key from OpenAI is required.; Tags unique to ailingbot: ai, bot, chatgpt, langchain; Also covers Model Training; ailingbot ships Docker support for self-hosted deployment; When you need to enhance IM bot capabilities with intelligent responses leveraging AI, especially within Asian communication ecosystems like WeChat Work or DingTalk. ### When should I avoid agentscope? If your project requires a framework that supports Python versions lower than 3.11. When you need a framework that does not emphasize multi-modal capabilities or large language models, as agentscope is specifically designed with these features. ### When should I avoid ailingbot? For projects solely based in regions lacking support for platforms such as WeChat Work, Feishu, and DingTalk, as the integrations are specifically designed to work within those environments. If your project aims at exclusively using alternative AI service providers not integrated directly into ailingbot (such as Anthropic's Claude). ### Is agentscope or ailingbot more popular on GitHub? agentscope has more GitHub stars (31,912 vs 64). Stars measure visibility, not whether either tool fits your constraints. ### Are agentscope and ailingbot open source? Yes - both are open-source projects on GitHub (agentscope: Apache-2.0, ailingbot: MIT). ### Where can I find alternatives to agentscope or ailingbot? GraphCanon lists graph-backed alternatives at [agentscope alternatives](/tools/agentscope-ai-agentscope/alternatives) and [ailingbot alternatives](/tools/ericzhang-cn-ailingbot/alternatives) ([agentscope markdown twin](/tools/agentscope-ai-agentscope/alternatives.md), [ailingbot markdown twin](/tools/ericzhang-cn-ailingbot/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/agentscope-ai-agentscope-vs-ericzhang-cn-ailingbot.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentscope or ailingbot? agentscope: Very active. ailingbot: 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 agentscope and ailingbot? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentscope trust report](/tools/agentscope-ai-agentscope/trust); [ailingbot trust report](/tools/ericzhang-cn-ailingbot/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentscope-ai-agentscope`](/api/graphcanon/graph?tool=agentscope-ai-agentscope) - 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/_