"author:XuanyouLiu" matching MCP servers:

• silicon-sampling

  XuanyouLiu

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  MCP server that implements a cognitive survey response framework by storing persona information in a modular database and allowing LLMs to selectively retrieve relevant modules for each survey question.

  Last updated 2026-03-03