PeKG

PeKG creates a personal knowledge graph that aggregates information across a developer’s codebases, enabling an AI coding agent to retrieve and apply insights from multiple projects. By connecting the agent through a standard protocol, the system continuously ingests code, documentation, and other artifacts, building a structured representation of the developer’s technical history. The graph is stored locally, so the data remains under the user’s control.

The tool is aimed at developers who employ AI assistants for coding tasks and want those assistants to benefit from prior work without re‑learning each project from scratch. It supports integration with any compatible AI coding agent that can query the graph, allowing the agent to suggest solutions, refactorings, or documentation based on the accumulated knowledge.

What distinguishes PeKG is its focus on a cross‑project, user‑owned knowledge base that operates through a defined communication protocol, offering a persistent, privacy‑preserving source of context for AI‑driven development.