During April 2025, contributed two key enhancements to the MCP server ecosystem, focusing on AI integration and API development. Developed a Translation Service in the punkpeye/awesome-mcp-servers repository, enabling AI assistants to translate content across multiple languages and expanding the server’s global accessibility. Complementing this, updated the Lara Translate integration documentation in modelcontextprotocol/servers, providing clear guidance on language detection and context-aware translation workflows. Leveraged skills in API integration and technical documentation, using Markdown to ensure clarity and maintainability. These efforts improved both runtime capabilities and developer onboarding, with no major bugs reported during the development period.