Copilot Memory MCP

Gives Copilot persistent memory across VS Code sessions using ChromaDB and local vector embeddings. Runs entirely in Docker with no cloud dependencies. You get five MCP tools: create_memory, search_memories, update_memory, delete_memory, and list_memories. Memories are embedded with all-MiniLM-L6-v2 for semantic search and can be scoped by project or tagged. Ships with ready-to-use agent instructions for Copilot, Cursor, and Claude, plus custom prompt examples for recall and save workflows. Useful when you want your AI pair programmer to remember architectural decisions, coding conventions, or project context without re-explaining them every session.