Overview

Create an MCP Server in Python that provides advanced text chunking and splitting capabilities for processing large documents and texts with multiple strategies.

Server Specifications

Server Details

• Name: chunker-server
• Language: Python 3.11+
• Location: mcp-servers/python/chunker_server/
• Purpose: Demonstrate intelligent text chunking strategies for LLM processing

Core Features

• Multiple chunking strategies (semantic, fixed-size, sentence-based)
• Overlap management for context preservation
• Token-aware chunking for LLM compatibility
• Metadata preservation across chunks
• Smart splitting for code, markdown, and structured text
• Recursive chunking with hierarchy preservation

Use Cases

• LLM document processing pipelines
• RAG (Retrieval Augmented Generation) systems
• Document indexing and search
• Content summarization workflows
• Large document analysis
• API documentation processing