silicon-sampling
Rank #110,536glama/XuanyouLiu/silicon-sampling-mcp
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.
silicon-sampling is a Model Context Protocol (MCP) server published by XuanyouLiu. It ranks #110,536 of 137,492 servers tracked on MCP Toplist. silicon-sampling is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 21, 2026.
Ranks ahead of 26,956 of 137,492 servers on MCP Toplist.
Use silicon-sampling
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FXuanyouLiu%2Fsilicon-sampling-mcp)<a href="https://mcptoplist.com/server/glama%2FXuanyouLiu%2Fsilicon-sampling-mcp"><img src="https://mcptoplist.com/badge/glama%2FXuanyouLiu%2Fsilicon-sampling-mcp.svg" alt="MCP Toplist: #110,536 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
XuanyouLiu
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains silicon-sampling?
- silicon-sampling is maintained by XuanyouLiu, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is silicon-sampling listed on the Official MCP Registry?
- silicon-sampling is not on the Official MCP Registry. It is listed on Glama.
- How many versions does silicon-sampling have?
- silicon-sampling ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for silicon-sampling?
- The source code for silicon-sampling is hosted at github.com/XuanyouLiu/silicon-sampling-mcp.
Do you run this server?
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