"author:shinegang" matching MCP servers:

Enables coding agents to keep a local knowledge graph across sessions and checkpoints, restoring project context after tabs or model changes, and to ground every answer with an explicit verdict from the graph. Runs entirely on the user's machine over MCP/stdio or local JSON-RPC with no third-party runtime dependencies.