Matryoshka

MCP server that lets AI process documents 100x larger than its context window without chunking.

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Matryoshka is an MCP server for token-efficient large document analysis, letting an AI process documents up to 100x larger than its context window without using vector databases or chunking heuristics that lose information or miss connections, using REPL state to hold document context instead.

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