During March 2025, Esnerda focused on enhancing the documentation for the keboola/mcp-server repository, specifically targeting the installation process. By updating the README written in Markdown, Esnerda clarified installation requirements and aligned the documentation with newer server versions, removing outdated notes about Snowflake package incompatibility that previously caused confusion. This documentation work, managed through Git-based changes, aimed to streamline onboarding and reduce support overhead by providing clearer guidance for users. While no bugs were fixed during this period, the update improved maintainability and deployment experiences, demonstrating a thoughtful approach to dependency and compatibility awareness within the project’s evolving environment.