Rom Iluz
@romiluz13
Building coding agents with evidence: execution harnesses, memory with receipts, and reproducible benchmarks.
18
Published Tools
60
Total Stars
421
Weekly Downloads
54
GitHub Followers
76
Public Repos
Published Tools
12 MCP Servers6 Skillsacross 7 categoriesromiluz13
MongoDB-first multi-channel agent runtime built on OpenClaw
romiluz13
🧠AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work
romiluz13
🧠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
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Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.
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Revolutionary Living Brain MCP server that creates one evolving brain per project for AI coding assistants. Perfect project isolation, works with Cursor, Augment, Claude, Windsurf.
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Self-initializing codebase knowledge agent with semantic search, proactive research, and intelligent context
romiluz13
FIXED: MongoDB Memory Bank MCP with bulletproof error handling, smart operations, and session state management. Eliminates [object Object] errors and user confusion.
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The intelligent context optimization system for AI coding assistants. Built with Cole's PRP methodology, Context Portal knowledge graphs, and production-ready MongoDB architecture.
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AI Memory MCP Server - Persistent memory and codebase understanding for AI coding assistants
romiluz13
MongoDB-powered Memory Bank MCP server with hybrid search capabilities for AI assistants
romiluz13
Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.
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MongoDB-specialized Model Context Protocol (MCP) server for AI-powered MongoDB documentation, repository analysis, query intelligence, and Atlas integration
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MCP server for Memongo (stdio + streamable HTTP; calls the Memongo HTTP API)
MongoDB-native AI application starter with hybrid search, graphs, and live validation
romiluz13
MongoDB-native memory engine: embeddings, graph, episodes, search, knowledge base, reasoning chains, novelty detection, consolidation, analytics
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AI SDK tool helpers for Memongo (function-calling tools for search, add, profile, etc.)
romiluz13
AI SDK tool helpers for Mdbrain (function-calling tools for search, add, profile, etc.)