GenPark Few-Shot MMR Diversity Selector MCP
An open-source MCP server that implements Maximal Marginal Relevance (MMR) to select diverse and semantically relevant exemplars for few-shot LLM prompt engineering. It is built with 100% Python Standard Library dependencies, ensuring zero third-party runtime requirements, and plugs directly into agents like Claude Desktop or Cursor.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Optimize few-shot prompt examples for better LLM performance
- Select diverse exemplars based on semantic relevance
- Integrate MMR logic into autonomous agent workflows
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
https://github.com/Alpha-Park/genpark-few-shot-mmr-diversity-selector-skill/releases/download/v1.0.1/genpark-few-shot-mmr-diversity-selector-skill-v1.0.1.mcpb
{
"transport": "stdio",
"fileSha256": "796ad4c2e0405ef77985f6c60689173cb881588e2e41afddbad328df2806f689",
"identifier": "https://github.com/Alpha-Park/genpark-few-shot-mmr-diversity-selector-skill/releases/download/v1.0.1/genpark-few-shot-mmr-diversity-selector-skill-v1.0.1.mcpb",
"registryType": "mcpb"
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Let your agent find its tools
Find servers like GenPark Few-Shot MMR Diversity Selector MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.