PeKG

About

AI coding assistants suffer from memory loss, repeatedly fixing identical issues because they lose all acquired insights when a session closes. PeKG is a knowledge graph that spans multiple projects, which agents access using MCP. Instead of requiring manual prompts, the agent automatically records your decisions, recurring patterns, and pitfalls during work. It then organizes this information into wiki-style entries that are easy to search, and proactively alerts you to potential obstacles before you encounter them again. Bring your own large language model for the synthesis tasks. PeKG maintains the knowledge structure, while you retain full ownership of your data and usage tokens.