Click on "Install 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 Generatorcreate 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.
ai-agent-generator-mcp
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.
Features
🤖 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
Installation
Option 1: Smithery.ai (Recommended)
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
Option 2: Manual Installation
# 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.serverUsage
The 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
Smithery.ai Configuration
This server is fully compatible with Smithery.ai. The smithery.yaml configuration file ensures seamless integration with the Smithery platform.
Advanced Features
🧠 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
License
MIT License - see LICENSE file for details.
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