--- title: "agency-agents-zh vs agency" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/jnmetacode-agency-agents-zh-vs-neurocult-agency" tools: ["jnmetacode-agency-agents-zh", "neurocult-agency"] --- # agency-agents-zh vs agency *GraphCanon updated Aug 21, 2026* ## Verdict Pick agency-agents-zh if agency-agents-zh 是一款专为中文市场设计的AI智能体集合，包含266个即插即用的角色，并特别强调针对中国市场的50个原创智能体。它支持18种编程工具，并通过 agency-orchestrator 进行编排和协作。; pick agency if agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques. [agency-agents-zh](https://ao.aiolaola.com/experts) reports 20k GitHub stars, 3.2k forks, and 6 open issues, last pushed Aug 17, 2026. [agency](https://github.com/neurocult/agency) has 514 stars, 36 forks, and 4 open issues, last pushed Jan 8, 2025. Figures are from public GitHub metadata via [agency-agents-zh's repository](https://github.com/jnMetaCode/agency-agents-zh) and [agency's repository](https://github.com/neurocult/agency). | | [agency-agents-zh](/tools/jnmetacode-agency-agents-zh.md) | [agency](/tools/neurocult-agency.md) | | --- | --- | --- | | Tagline | 266个即插即用的AI专家角色支持多种工具 | Library for exploring Large Language Models and generative AI in Go | | Stars | 19,612 | 514 | | Forks | 3,198 | 36 | | Open issues | 6 | 4 | | Language | Shell | Go | | Adopt for | agency-agents-zh 是一款专为中文市场设计的AI智能体集合，包含266个即插即用的角色，并特别强调针对中国市场的50个原创智能体。它支持18种编程工具，并通过 agency-orchestrator 进行编排和协作。 | Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents | AI Agents, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agency-agents-zh](/tools/jnmetacode-agency-agents-zh.md) | [agency](/tools/neurocult-agency.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 2d | 589d | | Open issues (now) | 6 | 4 | | Stars delta | +1.7k (30d) | +2 (30d) | | Open issues delta | +5 (30d) | 0 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/jnmetacode-agency-agents-zh/trust.md) | [trust report](/tools/neurocult-agency/trust.md) | ## Decision facts: agency-agents-zh - **Requirements:** 该工具集支持18种编程工具，如果目标环境不在这列出的支持范围内，则可能需要额外的兼容性工作。; 用户需自行确保遵守与所使用的任何AI工具相关的许可协议。 - **Adopt for:** agency-agents-zh 是一款专为中文市场设计的AI智能体集合，包含266个即插即用的角色，并特别强调针对中国市场的50个原创智能体。它支持18种编程工具，并通过 agency-orchestrator 进行编排和协作。 - **License detail:** MIT ## Decision facts: agency - **Pricing:** freemium - Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository. - **Adopt for:** Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques. ## Choose when ### Choose agency-agents-zh if… - agency-agents-zh is primarily Shell; agency is Go. - Requirements: 该工具集支持18种编程工具，如果目标环境不在这列出的支持范围内，则可能需要额外的兼容性工作。; 用户需自行确保遵守与所使用的任何AI工具相关的许可协议。. - Tags unique to agency-agents-zh: agency-orchestrator, agent-definitions, ai-agents, ai-roles. - 需要在中国市场上具体应用场景下使用AI辅助，比如小红书、抖音等平台的运营场景时。 ### Choose agency if… - agency is primarily Go; agency-agents-zh is Shell. - Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.. - Tags unique to agency: agents, generative-ai, go, language-models. - Also covers LLM Frameworks. - If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency. ## When NOT to use agency-agents-zh - If you require support for programming tools or languages not covered in the 18 supported ones. - If your target application area is entirely outside of China's specific contexts, e.g., Western markets exclusively. ## When NOT to use agency - Avoid agency if your primary programming expertise lies outside of the Go ecosystem. - Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide. ## Common questions ### What is the difference between agency-agents-zh and agency? agency-agents-zh: 266个即插即用的AI专家角色支持多种工具. agency: Library for exploring Large Language Models and generative AI in Go. See the comparison table for live GitHub stats and shared categories. ### When should I choose agency-agents-zh over agency? Choose agency-agents-zh over agency when agency-agents-zh is primarily Shell; agency is Go; Requirements: 该工具集支持18种编程工具，如果目标环境不在这列出的支持范围内，则可能需要额外的兼容性工作。; 用户需自行确保遵守与所使用的任何AI工具相关的许可协议。; Tags unique to agency-agents-zh: agency-orchestrator, agent-definitions, ai-agents, ai-roles; 需要在中国市场上具体应用场景下使用AI辅助，比如小红书、抖音等平台的运营场景时。. ### When should I choose agency over agency-agents-zh? Choose agency over agency-agents-zh when agency is primarily Go; agency-agents-zh is Shell; Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.; Tags unique to agency: agents, generative-ai, go, language-models; Also covers LLM Frameworks; If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency. ### When should I avoid agency-agents-zh? If you require support for programming tools or languages not covered in the 18 supported ones. If your target application area is entirely outside of China's specific contexts, e.g., Western markets exclusively. ### When should I avoid agency? Avoid agency if your primary programming expertise lies outside of the Go ecosystem. Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide. ### Is agency-agents-zh or agency more popular on GitHub? agency-agents-zh has more GitHub stars (19,612 vs 514). Stars measure visibility, not whether either tool fits your constraints. ### Are agency-agents-zh and agency open source? Yes - both are open-source projects on GitHub (agency-agents-zh: MIT, agency: MIT). ### Where can I find alternatives to agency-agents-zh or agency? GraphCanon lists graph-backed alternatives at [agency-agents-zh alternatives](/tools/jnmetacode-agency-agents-zh/alternatives) and [agency alternatives](/tools/neurocult-agency/alternatives) ([agency-agents-zh markdown twin](/tools/jnmetacode-agency-agents-zh/alternatives.md), [agency markdown twin](/tools/neurocult-agency/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/jnmetacode-agency-agents-zh-vs-neurocult-agency.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agency-agents-zh or agency? agency-agents-zh: Very active. agency: 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 agency-agents-zh and agency? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agency-agents-zh trust report](/tools/jnmetacode-agency-agents-zh/trust); [agency trust report](/tools/neurocult-agency/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=jnmetacode-agency-agents-zh`](/api/graphcanon/graph?tool=jnmetacode-agency-agents-zh) - 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/_