Koskamo

GenPark RAG Semantic Boundary Chunker MCP

An open-source MCP server that performs semantic boundary-preserving text chunking for RAG applications. It maintains structural integrity by respecting markdown headers, code fences, and paragraphs while managing token overlap. Built with 100% Python Standard Library for zero third-party runtime dependencies, it plugs directly into agents like Claude Desktop and Cursor.

Package and access

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

GenPark RAG Semantic Boundary Chunker MCP logo, by GenPark AICommunity listingLocal stdioSource reviewed; not executedPublished by GenPark AI
Vendor documentation

What you can do with it

  • Chunk text for RAG pipelines while preserving markdown structure
  • Maintain code fences and paragraph boundaries during splitting
  • Integrate as an MCP server for autonomous agent workflows

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-rag-semantic-boundary-chunker-skill/releases/download/v1.0.1/genpark-rag-semantic-boundary-chunker-skill-v1.0.1.mcpb

mcpbSHA-256 supplied
https://github.com/Alpha-Park/genpark-rag-semantic-boundary-chunker-skill/releases/download/v1.0.1/genpark-rag-semantic-boundary-chunker-skill-v1.0.1.mcpb package definition
{
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  "fileSha256": "4665d99e3ce9a3402fb8a5fa57e751e307c0fd202e06567c8390336e3227d008",
  "identifier": "https://github.com/Alpha-Park/genpark-rag-semantic-boundary-chunker-skill/releases/download/v1.0.1/genpark-rag-semantic-boundary-chunker-skill-v1.0.1.mcpb",
  "registryType": "mcpb"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

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