Incorporates Google's Gemini models (including Gemini Pro) into the multi-model collaboration system, enabling task distribution across different AI providers for balanced workload handling.
Enables multi-model collaboration by integrating OpenAI's GPT models (including GPT-4o and GPT-3.5-turbo) as team members that can be assigned specific tasks like code optimization, bug fixes, and code reviews.
๐ค Claude Team
Multi-Agent MCP Server for AI-Powered Development Teams
Orchestrate GPT, Claude, Gemini and more to collaborate on complex tasks
โจ Features
Feature | Description |
๐ค Multi-Model Collaboration | Configure multiple AI models to work together, each leveraging their strengths |
๐ง Smart Task Distribution | Tech Lead analyzes tasks and automatically assigns them to the best-suited experts |
๐ Workflow Templates | 5 pre-built workflows: code generation, bug fixing, refactoring, review, documentation |
๐ฏ Custom Experts | Define your own experts (Rust, K8s, Security, etc.) via environment variables |
๐ Observability | Dashboard, cost estimation, and task planning preview |
๐ Proxy API Support | Custom Base URLs, compatible with various proxy services |
๐ Collaboration History | Complete record of all collaborations with search support |
๐ Quick Start
Installation
Basic Configuration
Add to your IDE's MCP configuration file:
IDE | Path |
Claude Code |
|
Windsurf |
|
Cursor |
|
Start Using
๐ฌ How It Works
๐ ๏ธ Available Tools
Core Tools
Tool | Description |
| ๐ Team collaboration (auto-creates experts) |
| ๐ฌ Consult an expert (supports custom experts) |
| ๐ Code review |
| ๐ Bug fixing |
Workflow Tools
Tool | Description |
| ๐ List all workflow templates |
| โถ๏ธ Execute a specific workflow |
| ๐ก Auto-recommend workflow based on task |
Pre-built Workflows:
Workflow | Purpose | Steps |
| Generate code from requirements | Design โ Implement โ Test โ Review |
| Diagnose and fix bugs | Diagnose โ Fix โ Verify |
| Code refactoring | Analyze โ Plan โ Execute โ Review |
| Multi-dimensional review | Security / Quality / Performance (parallel) |
| Generate documentation | Analyze โ Document |
Observability Tools
Tool | Description |
| ๐๏ธ View team status, experts, models, stats |
| ๐ฐ Estimate task cost (tokens, price, time) |
| ๐ง Preview task assignment plan |
| ๐ View model usage statistics |
Integration Tools
Tool | Description |
| ๐ Read project files for context |
| ๐๏ธ Analyze project structure and tech stack |
| ๐ Generate commit message from diff |
History Tools
Tool | Description |
| ๐ View collaboration history |
| ๐ Get history details |
| ๐ Search history records |
| ๐ Get recent context |
โ๏ธ Configuration
Environment Variables
Variable | Required | Description |
| โ | Main model API Key |
| โ | Main model API URL |
| โ | Main model ID (default: gpt-4o) |
| โ | Provider: |
| โ | Worker model N config (inherits from MAIN) |
| โ | Custom experts (JSON format) |
N = 1, 2, 3... supports up to 10 worker models
Custom Experts
Define your own experts beyond the built-in frontend, backend, qa:
Field | Required | Description |
| โ | Expert display name |
| โ | Expert role description (System Prompt) |
| โ | Model tier: |
| โ | Skill tags array |
Model Tiers
Tier | Use Case | Example Scenarios |
| Simple, quick tasks | Formatting, simple queries, docs |
| Regular dev tasks | Components, APIs, unit tests |
| Complex reasoning | Architecture, optimization, security |
๐ฆ Changelog
v0.4.0
๐ฏ Custom Experts - Define experts via environment variables
๐ Workflow Templates - 5 pre-built workflows
๐ Observability - Dashboard, cost estimation, plan preview
๐ Integration - Project file reading, structure analysis, commit messages
๐ก Smart Recommendations - Auto-suggest workflows
๐งช Test Coverage - 155 test cases
v0.3.0
๐ Task interrupt/resume support
๐ฌ Multi-turn expert conversations
๐ Token counting and cost estimation
๐ Expert templates (6 built-in + custom)
๐ Webhook notifications
โก Exponential backoff retry
๐ง Hot config reload
v0.2.x
๐ Streaming output support
๐ Usage statistics
๐ฏ Model strategies
๐พ Result caching
๐ Auto model switching
v0.1.x
๐ Initial release
๐ค Multi-model collaboration
๐ Proxy API support
๐ค Contributing
Contributions are welcome! Please read our:
๐ License
โญ Star History
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