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agency-agents-zh Review

agency-agents-zh is an AI agent library and multi-agent orchestration framework offering 266 plug-and-play AI expert roles, including 50 tailored for the Chinese market, designed to enhance AI programming and complex problem-solving.

shipped Jul 1, 2026freemium
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agency-agents-zh - AI tool for agency agents. Professional illustration showing core functionality and features.

Why it matters

1Features 266 plug-and-play AI expert roles across 20 departments, each with defined identities and workflows.
2Includes 50 original agents specifically designed for Chinese platforms such as Xiaohongshu, Douyin, and WeChat.
3Supports integration with 18 AI tools, including Hermes Agent, Claude Code, Cursor, and Copilot.
4Enables automatic collaboration of multiple experts via Directed Acyclic Graph (DAG) when paired with Agency Orchestrator.

Stork’s verdict on agency-agents-zh

It offers 266 plug-and-play AI expert roles, but multi-agent orchestration adds setup complexity.

agency-agents-zh reviewed by Stork AI · stork.ai/en/agency-agents-zh

overview

What is agency-agents-zh?

agency-agents-zh is an AI agent library and multi-agent orchestration framework developed by jnMetaCode that enables developers, engineers, designers, marketers, finance professionals, and those integrating AI into workflows to build and coordinate specialized AI expert roles for complex problem-solving. It offers 266 pre-defined AI expert roles, each with clear identity, rules, workflows, and deliverables, designed for natural language activation within AI programming tools.

features

Key Features of agency-agents-zh

agency-agents-zh provides a comprehensive suite of functionalities designed to streamline AI agent development and deployment, focusing on specialized expert roles and collaborative workflows. Its architecture supports a wide array of professional domains and integrates with popular AI programming environments.

  • 266 plug-and-play AI expert roles, each with defined identities, rules, and workflows.
  • Support for 18 AI tools, including Hermes Agent, Claude Code, Cursor, and Copilot.
  • Coverage across 20 departments, such as engineering, design, marketing, and finance.
  • 50 original Chinese market agents tailored for platforms like Xiaohongshu, Douyin, WeChat, Feishu, and DingTalk.
  • Automatic collaboration of multiple experts via Directed Acyclic Graph (DAG) when paired with Agency Orchestrator.
  • Natural language activation method for seamless integration within AI programming tools.
  • Availability of a native desktop client for macOS, Windows, and Linux, alongside an online experience at ao.aiolaola.com/experts.
  • Finely-tuned AI experts, each represented by a carefully crafted system prompt, designed to reduce AI hallucinations.

use cases

Who Should Use agency-agents-zh?

agency-agents-zh is primarily intended for professionals seeking to leverage specialized AI capabilities for complex tasks and organizational simulations. Its diverse library of expert roles makes it suitable for various technical and business applications, particularly within Chinese-language environments.

  • Developers and Engineers: For AI programming, agent development, code review, and security analysis, integrating with tools like Claude Code and Cursor.
  • Marketers and Designers: For marketing strategy, content creation (e.g., Xiaohongshu content), and UI/UX design, utilizing specialized agents for specific platforms.
  • Finance Professionals: For financial forecasting, analysis, and business system integration, leveraging expert roles to simulate financial teams.
  • Project Managers and Business Integrators: For complex problem-solving, team collaboration simulation, and automating workflows across 20 departments.

pricing

agency-agents-zh Pricing & Plans

agency-agents-zh operates on an open-source model, making its core framework and agent library freely accessible under the MIT license. This allows developers and organizations to implement and customize the system without direct licensing costs. While the framework itself is free, the execution of these agents typically relies on underlying large language models (LLMs), which may incur separate usage costs from their respective providers. The project also offers a freemium model through its online experience at ao.aiolaola.com/experts and native desktop clients, suggesting potential premium features or hosted services beyond the open-source core.

  • Open-source (MIT License): Free access to the core framework and 266 AI expert roles.
  • Freemium Model: Available through the online platform (ao.aiolaola.com/experts) and native desktop clients, with potential for premium features or hosted services.

Similar Tools

agency-agents-zh vs Competitors

agency-agents-zh distinguishes itself in the AI agent landscape through its extensive library of specialized, plug-and-play expert roles, strong focus on the Chinese market, and open-source nature. It aims to provide ready-to-use, domain-specific intelligence, contrasting with more general-purpose or purely framework-based solutions.

1
Coze (ByteDance)On Stork

A no-code/low-code AI agent development platform that enables users to create workflows through a visual drag-and-drop interface, with strong integration into ByteDance's ecosystem.

Coze directly competes with agency-agents-zh by offering a platform for building and orchestrating AI agents for various productivity tasks, with a significant presence in the Chinese market. While agency-agents-zh highlights a vast library of plug-and-play expert roles and DAG-based collaboration, Coze emphasizes visual workflow creation and deep integration with ByteDance's applications like Lark.

2
Microsoft AutoGenOn Stork

An open-source framework from Microsoft for creating multi-agent AI applications that can perform complex tasks through conversational AI.

AutoGen is a developer-focused framework for building custom multi-agent systems, offering high flexibility for technical users. In contrast, agency-agents-zh provides a large collection of pre-built, plug-and-play expert roles and an orchestrator for immediate deployment across various business departments, catering more to users seeking ready-to-use solutions rather than custom development.

3
CrewAIOn Stork

An open-source orchestration framework that allows developers to define specialized AI agents with distinct roles, goals, and backstories for collaborative workflows.

Similar to AutoGen, CrewAI is an open-source framework requiring development effort to build multi-agent systems. agency-agents-zh differentiates itself by offering a marketplace of pre-configured agents and an orchestrator for automated collaboration, reducing the need for extensive custom coding and enabling quicker deployment of specialized AI experts.

4
Relay.appOn Stork

A platform for building reliable AI agents and automating workflows using natural language, connecting to over 200 applications and leading AI models.

Relay.app offers AI workflow automation with custom AI steps and templates, providing a freemium model similar to agency-agents-zh. Both aim to streamline business processes with AI agents, but agency-agents-zh emphasizes a broad library of pre-configured expert roles and a specific focus on the Chinese market, while Relay.app highlights its extensive app integrations and customizable AI steps.

5
Alibaba Quark↗

An enterprise-grade Chinese AI agent deeply integrated with Alibaba's e-commerce, cloud services, and enterprise tools for comprehensive business automation.

Quark is a direct competitor in the Chinese market, offering an all-in-one AI agent solution with deep ecosystem integration, similar to agency-agents-zh's localized agents for Chinese platforms. While agency-agents-zh offers a broad range of expert roles across various departments, Quark emphasizes enterprise-grade automation within the extensive Alibaba ecosystem.

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