Worked on enhancing the MCP indexing process documentation within the zilliztech/claude-context repository, focusing on improving clarity and usability for both onboarding and debugging. The approach involved updating Markdown-based documentation to explain that indexing progress is tracked by phases rather than by direct file counts, and specifying when file and chunk counts become available during the workflow. Additionally, the documentation now standardizes the identification of codebases using absolute paths, supporting more reliable traceability. This work leveraged strong documentation skills and a deep understanding of indexing workflows, resulting in clearer reporting and more accessible technical resources for future contributors.