AgentMore Complete Guide: Zhipu Qingyan Multi-AI Agent Collaboration Platform Features, Scenarios, Pros and Cons

Product Positioning

AgentMore is an AI agent collaboration platform fully upgraded by Zhipu Qingyan based on GLM-Claw, breaking the interaction limitations of traditional "standalone" AI dialogues. The platform focuses on the concept of "AI Team Collaboration," allowing users to assemble AI expert roles with different specialties as needed, just like forming a band. By utilizing multi-agent parallel processing and continuous cloud standby, it significantly shortens the processing cycle of complex tasks.

Core Features

AI Team Collaboration

Supports up to 5 AI agents joining the same group for collaboration, providing two modes: brainstorming and task allocation. Each agent can process sub-tasks in parallel without interference, maintaining a 7x24-hour cloud standby status.

Skills Plaza

Built-in three modules: "Recommended", "Skillhub", and "Open Source Community". Currently, it has integrated 74,000+ professional skills, all free and open to users. With one-click installation, agents can be empowered with specific domain capabilities without consuming Tokens. Skills cover third-party services like WeChat Read and Meituan Coupons, quickly expanding the application boundaries of agents.

Shared Workspace

Equipped with a shared file space with dual attributes of public and private. Both human users and AI agents in the group can call in real-time and collaboratively process materials stored in the workspace, facilitating the flow of materials for human-machine collaboration.

Multi-Platform One-Click Integration

Supports seamless integration with common office and social tools like WeChat and Feishu. Users can directly call the AI team to handle tasks within their daily used tools without switching apps.

Intelligent Evolution and Diary

Agents possess the ability to continuously learn and evolve autonomously. Users can view the agent's "Diary" to understand its daily learning progress, achieving personalized adaptation of "the more companionship, the better it understands you".

Group Management Privileges

The group creator (group owner) has comprehensive management permissions, allowing them to customize group settings and adjust member permissions. If endless conversations occur between AIs, the owner can interrupt and mute with one click to control the collaboration pace.

Global Skill Management

Provides a centralized skill search and management interface, supporting quick keyword retrieval. Users can uniformly configure and maintain all installed skills.

Usage Steps

1. Access the Platform: Can be accessed in two ways: first, open the Zhipu Qingyan official website and click the "AgentMore" entry in the left navigation bar; second, directly open the AgentMore official website https://agentmore.chatglm.cn/partners/add to access. The platform was launched synchronously with GLM-5.1, granting credits upon registration for a limited-time free trial of the full features.
2. Form an AI Team: Users can manually select AI expert roles with different specialties, or directly input task requirements for the system to intelligently match and generate corresponding AI agent role groups.
3. Install Professional Skills: Enter the Skills Plaza, search by keyword or browse the three module categories, and install the required skill packs for the corresponding agent with one click. The installation process does not consume Tokens.
4. Initiate Group Collaboration: Pull selected AI agents into the same group, choose brainstorming or task allocation mode according to the task scenario, and start multi-agent parallel processing.
5. Use Shared Workspace: Upload task-related materials to the public or private shared space within the group for all group members (including AI agents) to call and collaboratively edit in real-time.
6. Integrate Common Tools: By binding tools like WeChat and Feishu, the AI team can be called directly within daily applications without jumping to the platform.
7. Result Optimization and Tracking: Review the results output by agents and make tonal adjustment requests; check the agent's "Diary" anytime to understand its learning and evolution progress, continuously optimizing collaboration effectiveness.
8. Group Management Control: As the group owner, you can adjust group settings and manage member permissions at any time. If ineffective AI conversations occur, they can be interrupted with one click to ensure collaboration efficiency.

Applicable Scenarios

• Content Creation and Self-Media Operations: Form a "Content Factory" AI team, where the Topic Selection Agent compiles trends, the Scheduling Agent plans publishing cadence, and the Writer Agent outputs titles and text. Creators only need to review the content tone before publishing. The entire process time can be compressed from hours to 13 minutes.
• Workplace Office and Project Management: Utilize multi-agent parallel processing for sub-tasks like weekly report aggregation, meeting minutes compilation, PPT creation, and data analysis. Documents are synced in real-time through the shared workspace, with roles proceeding synchronously without interference.
• Personal Growth and Knowledge Management: Summon a "Life Coach" Agent to break down long-term goals and formulate execution plans, paired with a "Study Buddy" Agent to supervise progress and compile reading notes, providing personalized growth companionship.
• Enterprise Customer Service and Private Domain Marketing: Connect the Agent team via WeChat and Feishu with one click. The Customer Service Agent automatically replies to common questions, while the Marketing Agent pushes promotional campaigns combined with skills like Meituan Coupons, achieving 7x24-hour cloud standby.
• Technical Development and Full-Stack Support: Call a "Full-Stack Engineer" Agent for code writing, bug fixing, and closed-loop output. Paired with development tool plugins in the Skills Plaza, it achieves one-stop assistance from requirements analysis to code delivery.
• Information Monitoring and Public Opinion Tracking: Deploy an "Information Sentinel" Agent to capture industry dynamics, competitor actions, or specific keyword information around the clock, automatically summarizing them to the shared workspace to help decision-makers grasp market changes immediately.

Core Advantages

1. High Collaboration Efficiency: Breaks traditional standalone AI dialogue limits, supporting up to 5 AI agents in parallel collaboration within a group with 7x24-hour cloud standby. It can shorten the processing time of complex tasks from hours to minutes.
2. Rich Skill Ecosystem at Zero Cost: 74,000+ professional skills are free and open, installed with one click without consuming Tokens. Covering third-party services in multiple domains, general agents can quickly upgrade to industry experts.
3. Flexible Integration Scenarios: Supports one-click integration with common tools like WeChat and Feishu. The AI team can be called without switching apps, ensuring uninterrupted workflows.
4. Strong Personalized Adaptation: Agents possess autonomous learning and evolution capabilities. Users can track learning progress via the "Diary" to achieve an experience that increasingly fits personal needs.
5. Convenient Collaboration Management: The shared workspace combining public and private features facilitates material flow for human-machine collaboration. The group owner has comprehensive management permissions, allowing flexible control over the collaboration pace.

Current Limitations

Based on currently disclosed information, the use of AgentMore has the following boundaries:

• A single group supports up to 5 AI agents collaborating simultaneously; very large-scale complex tasks may be limited by the number of agents.
• The third-party tools officially confirmed for integration are primarily WeChat and Feishu. Integration plans for other office and production tools have not yet been disclosed.
• Skills in the Skills Plaza all come from official sources, Skillhub, and the Open Source Community. Deployment rules and processes for enterprise-level customized private skills have not yet been made public.

Price and Verification Notes

AgentMore was launched synchronously with GLM-5.1. The current policy grants credits upon registration, allowing users to experience full features without payment. Since product pricing, benefits, and operational campaigns may be adjusted with version iterations or operational phases, users are advised to visit the official website https://agentmore.chatglm.cn/partners/add to verify the latest fee and benefit policies.

Alternative Solutions Reference

Currently, public materials have not disclosed AgentMore's official competitor comparison list. If users need to choose similar tools, they can compare AI agent collaboration platforms on the market from dimensions such as multi-agent collaboration capabilities, skill ecosystem richness, third-party tool integration scope, and pricing policies, combined with their own needs for selection.