MCP Programming Patterns and Anti-Patterns

Understanding patterns helps write better MCP servers faster.

Recommended Patterns

• Factory Pattern: For creating tool instances with configuration
• Middleware Pattern: For authentication and logging
• Strategy Pattern: For supporting multiple transport protocols

Anti-Patterns to Avoid

• Hardcoding credentials in tool implementations
• Bloated tool functions that do too much
• Ignoring timeout and retry configurations