AgentBay + Klavis AI: Complete MCP Integration
AgentBay is a MCP server that An MCP server for providing serverless cloud infrastructure for AI agents..
When integrated with Klavis AI, you can:
- One-click environment session management with automatic scaling
- Web browser access and automation within cloud environments
- File management and manipulation in cloud environments
This guide provides step-by-step instructions to set up AgentBay in Klavis AI, including configuration, examples, and troubleshooting.
What You'll Achieve
After completing this setup:
- AgentBay will be fully integrated and operational
- You can use AgentBay tools directly in Klavis AI
- All AgentBay capabilities will be available for your workflows
- Access to 5 different tools
Prerequisites
Before starting, ensure you have:
- Klavis AI installed and configured
- Compatible operating system (Cloud (klavis.ai), Self-Hosted (Docker), Python SDK, TypeScript SDK)
Installation
Step 1: Install AgentBay
Configuration
Step 2: Configure Klavis AI
- Open Klavis AI settings
- Navigate to MCP server configuration
- Add AgentBay server with appropriate settings
- Save and restart if needed
Examples
Once configured, you can use AgentBay in Klavis AI:
Open Browser Session
Launch browser and navigate to specific website
Ask Klavis AI: "Open browser with wuying-agentbay and access wuying.aliyun.com"
Expected Result: Browser session started with navigation to specified URL and screen streaming enabled
Development Environment Setup
Create isolated development environment for coding project
Ask Klavis AI: "Set up a Python development environment with required packages for data analysis"
Expected Result: Linux environment created with Python, pip, and data analysis libraries installed
File Processing Workflow
Upload, process, and download files using cloud resources
Ask Klavis AI: "Upload my dataset.csv, run data processing script, and download the results"
Expected Result: File uploaded, processing completed in cloud environment, results available for download
Multi-Agent Deployment
Deploy multiple AI agents for parallel processing
Ask Klavis AI: "Deploy 5 AI agents for parallel image processing tasks with load balancing"
Expected Result: Multiple agent instances deployed, work distributed, and results aggregated
Testing Your Setup
- Launch Klavis AI
- Verify AgentBay is available in the tools list
- Test basic AgentBay functionality
Troubleshooting
Common Issues
API Key Authentication Failed
Symptoms: Access denied errors, Invalid API key messages, 401 Unauthorized
Cause: Invalid or expired API key
Solution:
- Verify API key is correct and active in AgentBay Console
- Check API key permissions and quotas
- Regenerate API key if expired or compromised
- Ensure API key is properly URL-encoded in SSE endpoint
Concurrent Instance Limit Exceeded
Symptoms: Resource allocation errors, Instance creation failures
Cause: Public beta limit of 10 concurrent instances reached
Solution:
- Wait for existing instances to complete or terminate them
- Optimize workflows to use fewer concurrent instances
- Consider upgrading to production plan for higher limits
- Monitor instance usage and implement resource pooling
Environment Session Lost
Symptoms: Session disconnection, State not persisted, Data loss
Cause: Network connectivity issues or session timeout
Solution:
- Use EXTERNALID parameter for persistent sessions
- Implement session restoration mechanisms
- Save work frequently to persistent storage
- Check network stability and connection quality
Screen Streaming Performance Issues
Symptoms: Lag in browser streaming, Poor video quality, Connection drops
Cause: Network bandwidth limitations or high latency
Solution:
- Check internet connection speed and stability
- Use lower quality settings for better performance
- Choose nearest edge location for better latency
- Optimize browser usage for streaming performance
API Authentication Failed
Symptoms: 401 Unauthorized errors, Invalid API key message
Cause: Missing or incorrect API key
Solution:
- Verify API key is correctly copied from klavis.ai dashboard
- Check API key is set in environment variable or code
- Ensure API key has not expired
- Regenerate API key if necessary
OAuth Authorization Errors
Symptoms: OAuth redirect failures, Authentication loop, Token refresh errors
Cause: OAuth credentials not configured or expired
Solution:
- Complete OAuth authorization flow for required services
- Check redirect URLs are correctly configured
- Verify OAuth app credentials in service provider settings
- Contact Klavis support for OAuth troubleshooting
Tool Call Failures
Symptoms: Tool not found errors, Execution timeouts, Rate limit errors
Cause: Tool not properly configured or service rate limits exceeded
Solution:
- Verify tool name matches available tools list
- Check service-specific rate limits and quotas
- Ensure required parameters are provided correctly
- Review Klavis API logs for detailed error messages
Context Window Overload
Symptoms: Too many tools error, Context length exceeded, Slow responses
Cause: Too many tools exposed to AI agent at once
Solution:
- Use Strata Progressive Discovery to expose tools hierarchically
- Reduce number of simultaneous MCP servers in Strata configuration
- Filter tools based on current task context
- Enable intelligent tool filtering in Strata settings
Docker Deployment Issues
Symptoms: Container fails to start, Port conflicts, Connection refused
Cause: Docker configuration or port binding errors
Solution:
- Ensure Docker is installed and running
- Check port 5000 is not already in use (or change port mapping)
- Verify Docker image pulled successfully
- Check container logs: docker logs <container-id>
AgentBay not appearing in Klavis AI
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentBay installation
- Restart Klavis AI
- Check logs for error messages
Next Steps
Now that AgentBay is integrated with Klavis AI:
- Explore all AgentBay capabilities through Klavis AI
- Check out other MCP servers that work with Klavis AI
- Join the MCP community for tips and support
- Consider contributing to AgentBay development
Need Help?
- Search for AgentBay documentation
- Check the Klavis AI MCP guide
- Join the MCP community discussions