January 2026 monthly summary for HKUDS/LightRAG: Key feature delivery includes MDX file type support and localization updates. No major bugs fixed this month. Overall, expanded content ingestion capabilities and improved multilingual support, aligning with roadmap and delivering business value.

Month 2025-10 focused on delivering an updated example server for ag-ui aligned with AGNO v2.0+. Updated configurations and refactored to use AgentOS and AGUI interfaces from agno.os, replacing the old AGUIApp to ensure compatibility with the latest AGNO version and a smoother upgrade path.

July 2025 monthly summary for the jlowin/fastmcp repository. Focused on documentation quality and maintainability; no new features released this month. The primary work was a targeted correction in the Proxy Server documentation to improve clarity, with no changes to core functionality. This effort reduces potential user confusion and support overhead, and supports faster onboarding and contributor understanding. All changes were tracked and committed under the existing documentation workflow.