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.
Provides instant access to MCP development documentation, best practices, production checklists, common mistakes, architecture patterns, and testing strategies to help developers build production-ready MCP servers.
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.