Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@AI Agent Generator create a customer support agent that can answer FAQs and escalate complex issues"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MCP Server that enables AI to create other AI agents through natural language - similar to SmythOS Agent Weaver. Provides tools for agent specification parsing, workflow generation, component mapping, and agent deployment.
🤖 Enhanced AI Agent Creator - Advanced MCP Server with intelligent background processing
📊 500+ Smart Components - Ready-to-use integrations, tools, and workflows
🧠 AI-Powered Intelligence - Automatic description analysis and requirement detection
⚡ Smart Auto-Configuration - Intelligent component setup based on context
🎯 Learning System - Pattern recognition and success-based optimization
🚀 One-Click Deployment - Generate, test, and deploy AI agents instantly
Related MCP server: Coolify MCP Server
Install directly through Smithery.ai for seamless integration:
Visit Smithery.ai
Search for "ai-agent-generator-mcp"
Click "Install" to add to your MCP client
# Clone the repository
git clone https://github.com/arturwyroslak/ai-agent-generator-mcp.git
cd ai-agent-generator-mcp
# Install dependencies
pip install -r requirements.txt
# Run the MCP server
python -m src.serverThe server provides enhanced tools for creating intelligent AI agents:
create_agent - Create agents with AI-powered analysis
add_component_to_agent - Smart component integration with auto-configuration
generate_chat_interface - Beautiful, responsive chat interfaces
deploy_agent - One-click deployment to multiple environments
test_agent - Comprehensive testing with performance insights
This server is fully compatible with Smithery.ai. The smithery.yaml configuration file ensures seamless integration with the Smithery platform.
🧠 NLP Description Analysis - Extracts implicit requirements from natural language
🎯 Smart Component Suggestions - AI-powered component recommendations
📈 Intelligence Scoring - Measures agent sophistication and capabilities
🔄 Background Learning - Improves recommendations based on successful patterns
🛠️ Auto-Configuration - Intelligent setup of complex integrations
MIT License - see LICENSE file for details.
This server cannot be deployed
Build, validate, and deploy multi-agent AI solutions from any AI environment.
Create and manage AI agents that collaborate and solve problems through natural language interacti…
Give your AI agents the tools to build, manage, and run automation workflows.
The cloud for agents. Tools for AI agents to register, build, and deploy other agents. Zero human required.
