AI Agent Marketplace Index + mcp-agent: Complete MCP Integration
AI Agent Marketplace Index is a MCP server that MCP server to search more than 5000+ AI agents and tools of various categories from AI Agent Marketplace Index and monitor traffic of AI Agents..
When integrated with mcp-agent, you can:
- Search AI agents by query or category
- Get detailed information about a specific AI agent
- Monitor web traffic performance of AI agents
This guide provides step-by-step instructions to set up AI Agent Marketplace Index in mcp-agent, including configuration, examples, and troubleshooting.
What You'll Achieve
After completing this setup:
- AI Agent Marketplace Index will be fully integrated and operational
- You can use AI Agent Marketplace Index tools directly in mcp-agent
- All AI Agent Marketplace Index capabilities will be available for your workflows
- Access to 4 different tools
Prerequisites
Before starting, ensure you have:
- Microsoft Bing Search API key for web traffic monitoring
- mcp-agent installed and configured
- Compatible operating system (Python 3.9+, pip Installation, uv Installation, Temporal (Optional))
Installation
Step 1: Install AI Agent Marketplace Index
Configuration
Step 2: Configure mcp-agent
- Open mcp-agent settings
- Navigate to MCP server configuration
- Add AI Agent Marketplace Index server with appropriate settings
- Save and restart if needed
Examples
Once configured, you can use AI Agent Marketplace Index in mcp-agent:
Discover Specialized Agents
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Ask mcp-agent: "Find mobile app development agents with high ratings"
Expected Result: undefined
Compare Agent Performance
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Ask mcp-agent: "Compare traffic metrics for top 3 writing agents"
Expected Result: undefined
Category Exploration
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Ask mcp-agent: "Show all HR agents and their capabilities"
Expected Result: undefined
Testing Your Setup
- Launch mcp-agent
- Verify AI Agent Marketplace Index is available in the tools list
- Test basic AI Agent Marketplace Index functionality
Troubleshooting
Common Issues
Import Error - Module Not Found
Symptoms: ModuleNotFoundError: No module named mcp_agent, Import fails
Cause: mcp-agent not installed or wrong Python environment
Solution:
- Verify installation: pip show mcp-agent
- Ensure using correct Python environment/virtualenv
- Reinstall: pip install --upgrade mcp-agent
- Check Python version is 3.9 or higher
MCP Server Connection Failures
Symptoms: Server not starting, Connection timeout, Tool execution errors
Cause: Invalid MCP server configuration or missing dependencies
Solution:
- Verify npx is installed and accessible (required for stdio servers)
- Check MCP server package name and arguments are correct
- Test server independently: npx -y @modelcontextprotocol/server-filesystem /path
- Review agent logs for detailed error messages
- Ensure required environment variables are set
LLM API Authentication Errors
Symptoms: 401 Unauthorized, API key invalid, Provider authentication failed
Cause: Missing or incorrect API keys for LLM provider
Solution:
- Set environment variables: ANTHROPIC_API_KEY, OPENAI_API_KEY, etc.
- Verify API key is valid and has correct permissions
- Check API key format matches provider requirements
- Pass api_key parameter explicitly in Agent initialization
Workflow Execution Failures
Symptoms: Workflow hangs, Timeout errors, Incomplete results
Cause: Workflow pattern misconfiguration or task complexity
Solution:
- Increase timeout values for long-running tasks
- Break complex workflows into smaller steps
- Verify all workflow dependencies are available
- Check Temporal backend is running (for production deployments)
- Review workflow logs for specific error messages
Temporal Backend Connection Issues
Symptoms: Cannot connect to Temporal, Workflow registration fails, Worker errors
Cause: Temporal server not running or misconfigured
Solution:
- Verify Temporal server is running: temporal server health
- Check Temporal connection settings (host, port, namespace)
- Ensure Temporal workers are registered correctly
- Review Temporal server logs for connection errors
- Start local Temporal dev server: temporal server start-dev
Performance Issues with Large Workflows
Symptoms: Slow execution, High memory usage, Timeout errors
Cause: Inefficient workflow design or resource constraints
Solution:
- Use map-reduce pattern for parallelizable tasks
- Implement batching for large data processing
- Enable Temporal backend for better resource management
- Monitor agent memory usage and optimize task size
- Consider streaming responses for large outputs
AI Agent Marketplace Index not appearing in mcp-agent
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AI Agent Marketplace Index installation
- Restart mcp-agent
- Check logs for error messages
Next Steps
Now that AI Agent Marketplace Index is integrated with mcp-agent:
- Explore all AI Agent Marketplace Index capabilities through mcp-agent
- Check out other MCP servers that work with mcp-agent
- Join the MCP community for tips and support
- Consider contributing to AI Agent Marketplace Index development
Need Help?
- Search for AI Agent Marketplace Index documentation
- Check the mcp-agent MCP guide
- Join the MCP community discussions