STARLOG is a documentation workflow MCP server for Claude Code that manages project rules, debug diaries with GitHub issue integration, and session tracking for context continuity.
Tree-based navigation MCP that provides a single interface to explore and execute actions across multiple GNOSYS MCP servers, reducing token consumption from ~14k to ~1.4k.
Enables context capture and reinforcement learning by recording successful work patterns and creating reasoning chains for cross-conversation continuity. Automatically captures positive feedback through Claude Code hooks to build reusable success patterns.