Koskamo

GenPark Vector Embedding Cache Deduplication Sentinel MCP

An MCP server that provides high-dimensional vector embedding semantic deduplication using SimHash and LRU cache simulation. It helps agents manage embedding caches efficiently by identifying duplicates and optimizing storage, implemented entirely in Python 3 standard library with zero external dependencies.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

GenPark Vector Embedding Cache Deduplication Sentinel MCP logo, by GenParkCommunity listingLocal stdioSource reviewed; not executedPublished by GenPark
Vendor documentation

What you can do with it

  • Deduplicate high-dimensional vector embeddings using SimHash
  • Simulate LRU cache behavior for embedding storage
  • Optimize agent memory usage by removing redundant embeddings

Source and maintenance

Community listingRegistry 1.0.1
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

https://github.com/Alpha-Park/genpark-vector-embedding-cache-deduplication-sentinel-skill/releases/download/v1.0.1/genpark-vector-embedding-cache-deduplication-sentinel-skill.mcpb

mcpbSHA-256 supplied
https://github.com/Alpha-Park/genpark-vector-embedding-cache-deduplication-sentinel-skill/releases/download/v1.0.1/genpark-vector-embedding-cache-deduplication-sentinel-skill.mcpb package definition
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  "transport": "stdio",
  "fileSha256": "659df13b66e70b6c6b64be0e8b0ff2eb8cc78aa82309e2b13cda1f36ca058717",
  "identifier": "https://github.com/Alpha-Park/genpark-vector-embedding-cache-deduplication-sentinel-skill/releases/download/v1.0.1/genpark-vector-embedding-cache-deduplication-sentinel-skill.mcpb",
  "registryType": "mcpb"
}

Tools

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No tool definitions available.

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