During December 2024, Ignatovs focused on enhancing onboarding and cross-language development for the modelcontextprotocol/servers and dandavison/modelcontextprotocol-modelcontextprotocol repositories. He authored comprehensive JetBrains server integration documentation in Markdown, clarifying integration paths and improving contributor visibility. In parallel, he established Kotlin SDK support by configuring dependencies and build settings, enabling Kotlin-based development within the project. His work emphasized build configuration, SDK integration, and technical writing, laying a foundation for multi-language collaboration. While no critical bugs were addressed, the depth of his contributions centered on documentation and setup, streamlining onboarding and ensuring readiness for future Kotlin development across both repositories.