About Claude Chunks

What is Claude Chunks: Smart Chunking & Adaptive Summaries?

Claude Chunks is an optimized Middleware Protocol (MCP) server designed to streamline large document processing for Claude models. It intelligently divides lengthy texts—such as books, research papers, or legal documents—into contextually coherent segments. Each chunk retains critical contextual links while generating adaptive summaries, maximizing Claude's contextual understanding and minimizing redundancy.

How to use Claude Chunks: Smart Chunking & Adaptive Summaries?

Clone the repository and install dependencies via npm
Configure Claude Desktop with the provided MCP server JSON snippet
Invoke the chunk_document tool during conversations to process documents interactively

Restart the application after configuration changes for optimal performance.

Claude Chunks Features

Key Features of Claude Chunks: Smart Chunking & Adaptive Summaries?

Dynamic chunk segmentation using semantic analysis for natural section breaks
Multi-layered summaries that evolve with processing depth
Contextual continuity tracking across document fragments
Optimized token usage through adaptive formatting strategies
Support for incremental updates and progressive loading

Use cases of Claude Chunks: Smart Chunking & Adaptive Summaries?

Best suited for:

Academic research synthesis requiring hierarchical analysis
Legal document review with cross-referential dependencies
Technical manuals needing term-aware segmentation
Iterative content analysis for evolving projects

Claude Chunks FAQ

FAQ from Claude Chunks: Smart Chunking & Adaptive Summaries?

Does it support PDF formats?: Phase 2 development includes multi-format support through plugins
Can I customize chunk sizes?: Custom strategies will be enabled in upcoming releases via configuration parameters
How is context maintained across chunks?: Uses weighted semantic anchors and metadata tracking to preserve narrative flow
What's the licensing model?: Released under MIT License for open modification and commercial use

Content

Claude Chunks

An intelligent document chunking MCP server optimized for Claude context windows. Split large documents into meaningful, context-aware chunks that can be progressively processed by Claude.

Overview

Claude Chunks helps you process large documents (like books, theses, or long papers) by:

Breaking them into meaningful sections
Generating rich summaries of each section
Maintaining context and connections between sections
Formatting output for optimal Claude context reuse

Installation

# Clone the repository
git clone https://github.com/vetlefo/claude-chunks.git
cd claude-chunks

# Install dependencies
npm install

# Build the project
npm run build

Usage with Claude Desktop

Add to Claude Desktop config:

{
  "mcpServers": {
    "claude-chunks": {
      "command": "node",
      "args": ["/path/to/claude-chunks/dist/index.js"]
    }
  }
}

Restart Claude Desktop
Use the chunk_document tool in your conversations

Development Roadmap

Phase 1: Core Functionality

Basic MCP server setup
Smart document chunking
Section summarization
Context preservation

Phase 2: Enhancements

Multiple document formats
Custom chunking strategies
Enhanced metadata tracking
Claude-optimized formatting

Phase 3: Advanced Features

Cross-reference tracking
Technical term extraction
Theme detection
Progressive loading

Contributing

Contributions are welcome! Please see our Contributing Guide for details.

License

MIT

Related MCP Servers & Clients

claude-chunks document-chunking

Claude Chunks: Smart Chunking & Adaptive Summaries