RAG Chunk Boundary Optimizer MCP Connector for Claude

The RAG Chunk Boundary Optimizer MCP server provides a specialized analytical engine for evaluating the structural integrity of text partitioning in Retrieval-augmented Generation (RAG) pipelines. It allows developers to inspect chunk boundaries using three core metrics: exact character overlap between consecutive segments, identification of mid-sentence breaks where terminal punctuation is missing, and a semantic continuity proxy score based on the density of linguistic bridges like pronouns and conjunctions at chunk junctions. By utilizing tools like calculate_overlap, identify_breaks, and compute_continuity, you can programmatically assess whether your chunking strategy preserves context or introduces fragmentation.