romiluz13

code-context-mcp

MCP server for semantic code search powered by MongoDB Atlas Vector Search and Voyage AI embeddings

embedocs-mcp

Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.

mcp-context-engineering

The intelligent context optimization system for AI coding assistants. Built with Cole's PRP methodology, Context Portal knowledge graphs, and production-ready MongoDB architecture.

memory-engineering

AI Memory MCP Server - Persistent memory and codebase understanding for AI coding assistants

memory-engineering-mcp

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

mongodb-docs-mcp

MongoDB-specialized Model Context Protocol (MCP) server for AI-powered MongoDB documentation, repository analysis, query intelligence, and Atlas integration

mongodb-memory-bank-mcp

FIXED: MongoDB Memory Bank MCP with bulletproof error handling, smart operations, and session state management. Eliminates [object Object] errors and user confusion.

mongodb-memory-bank-mcp-v2

MongoDB-powered Memory Bank MCP server with hybrid search capabilities for AI assistants

mongodocs-mcp

Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.

universal-ai-brain

🧠 UNIVERSAL AI BRAIN 3.3 - The world's most advanced cognitive architecture with 24 specialized systems, MongoDB 8.1 $rankFusion hybrid search, latest Voyage 3.5 embeddings, and framework-agnostic design. Works with Mastra, Vercel AI, LangChain, OpenAI A