Copilot Memory MCP

Copilot Memory MCP is a local Model Context Protocol (MCP) server that provides persistent, semantically searchable memory for GitHub Copilot in VS Code. By integrating an embedded ChromaDB vector database and leveraging sentence-transformer embeddings, it enables Copilot to retain context, decisions, and conventions across sessions, all running fully locally in Docker with no cloud dependencies. Designed for developers and teams who want durable project-scoped AI memory and semantic retrieval features in their coding workflow.