Apple Docs + mcp-agent: Complete MCP Integration

Apple Docs is a MCP server that A powerful Model Context Protocol (MCP) server that provides seamless access to Apple Developer Documentation through natural language queries. Search, explore, and get detailed information about Apple frameworks, APIs, sample code, and more directly in your AI-powered development environment..

When integrated with mcp-agent, you can:

• Access Apple Docs functionality through mcp-agent

This guide provides step-by-step instructions to set up Apple Docs in mcp-agent, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

• Apple Docs will be fully integrated and operational
• You can use Apple Docs tools directly in mcp-agent
• All Apple Docs capabilities will be available for your workflows

Prerequisites

Before starting, ensure you have:

• mcp-agent installed and configured
• Compatible operating system (Python 3.9+, pip Installation, uv Installation, Temporal (Optional))

Installation

Step 1: Install Apple Docs

Configuration

Step 2: Configure mcp-agent

1. Open mcp-agent settings
2. Navigate to MCP server configuration
3. Add Apple Docs server with appropriate settings
4. Save and restart if needed

Examples

Once configured, you can use Apple Docs in mcp-agent:

Testing Your Setup

1. Launch mcp-agent
2. Verify Apple Docs is available in the tools list
3. Test basic Apple Docs 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

Apple Docs not appearing in mcp-agent

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check Apple Docs installation
• Restart mcp-agent
• Check logs for error messages

Next Steps

Now that Apple Docs is integrated with mcp-agent:

• Explore all Apple Docs 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 Apple Docs development

Need Help?

• Search for Apple Docs documentation
• Check the mcp-agent MCP guide
• Join the MCP community discussions