Claude Chunks
MCP server for intelligent document chunking and progressive summarization, optimized for Claude context windows.
What is Claude Chunks?
what is Claude Chunks? Claude Chunks is an intelligent document chunking MCP server optimized for Claude context windows, designed to split large documents into meaningful, context-aware chunks that can be progressively processed by Claude. how to use Claude Chunks? To use Claude Chunks, clone the repository, install the dependencies, and configure it with Claude Desktop to utilize the chunk_document tool in your conversations. key features of Claude Chunks? Smart document chunking for large texts Rich summarization of each section Context preservation between sections Formatting output for optimal Claude context reuse use cases of Claude Chunks? Processing large academic papers into manageable sections Summarizing books for quick reference Enhancing document analysis with context-aware chunking FAQ from Claude Chunks? Can Claude Chunks handle all document types? Yes! Claude Chunks is designed to work with various document formats. Is there a limit to the size of documents? While there is no strict limit, performance may vary based on document size and complexity. How can I contribute to Claude Chunks? Contributions are welcome! Please refer to the Contributing Guide in the repository.
As an MCP (Model Context Protocol) server, Claude Chunks enables AI agents to communicate effectively through standardized interfaces. The Model Context Protocol simplifies integration between different AI models and agent systems.
How to use Claude Chunks
To use Claude Chunks, clone the repository, install the dependencies, and configure it with Claude Desktop to utilize the chunk_document tool in your conversations. key features of Claude Chunks? Smart document chunking for large texts Rich summarization of each section Context preservation between sections Formatting output for optimal Claude context reuse use cases of Claude Chunks? Processing large academic papers into manageable sections Summarizing books for quick reference Enhancing document analysis with context-aware chunking FAQ from Claude Chunks? Can Claude Chunks handle all document types? Yes! Claude Chunks is designed to work with various document formats. Is there a limit to the size of documents? While there is no strict limit, performance may vary based on document size and complexity. How can I contribute to Claude Chunks? Contributions are welcome! Please refer to the Contributing Guide in the repository.
Learn how to integrate this MCP server with your AI agents and leverage the Model Context Protocol for enhanced capabilities.
Use Cases for this MCP Server
- No use cases specified.
MCP servers like Claude Chunks can be used with various AI models including Claude and other language models to extend their capabilities through the Model Context Protocol.
About Model Context Protocol (MCP)
The Model Context Protocol (MCP) is a standardized way for AI agents to communicate with various services and tools. MCP servers like Claude Chunks provide specific capabilities that can be accessed through a consistent interface, making it easier to build powerful AI applications with complex workflows.
Browse the MCP Directory to discover more servers and clients that can enhance your AI agents' capabilities.