A personal monitoring and trend synthesis system that collects signals from multiple sources, processes them through LangChain/GigaChat, stores them in vector and knowledge graphs, and delivers insights via MCP to Codex/Claude projects with workspace isolation.
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[](https://m8ven.ai/mcp/ilyasni-frontier-intelligence-ef9gnd)