memory-engineering-mcp

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

v14.2.1 URL: https://unpkg.com/memory-engineering-mcp@14.2.1/dist/index.js

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mcp model-context-protocol mongodb memory-engineering hybrid-search vector-search ai-development autonomous-development claude llm embeddings rankfusion

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.

v3.5.0 URL: https://unpkg.com/mongodb-memory-bank-mcp@3.5.0/dist/main/index.js

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mcp memory-bank mongodb error-handling smart-operations session-state user-experience production-ready ai-context code-generation hybrid-search content-routing rankfusion intelligent-organization cline-structure developer-tools bug-fixes reliability

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

v3.5.0 URL: https://unpkg.com/universal-ai-brain@3.5.0

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