cursor10x-mcp and cursor-cortex

About cursor10x-mcp

aiurda/cursor10x-mcp

The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.

Implements a Model Context Protocol (MCP) server with Turso database backend, organizing memory into four complementary systems: short-term (recent messages/files), long-term (milestones/decisions), episodic (chronological events), and semantic (vector embeddings for code/content similarity). The architecture auto-indexes code structures across languages, performs approximate nearest-neighbor search for fast retrieval, and provides unified context retrieval ranked by relevance—enabling Claude in Cursor to maintain deep project understanding across development sessions without external documentation overhead.

About cursor-cortex

flores-ac/cursor-cortex

Structured memory system for AI assistants. Eliminates context loss with branch notes, tacit knowledge, and project context. Local MCP integration for Cursor IDE.