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<img src="https://docs.pageindex.ai/images/cookbook/vectorless-rag.png" width="90%">
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# PageIndex MCP
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A Model Context Protocol (MCP) server for **PageIndex** - Next-Generation Reasoning-based RAG.
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For an overview and quick start, check out the [PageIndex MCP](https://pageindex.ai/mcp) project page.
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## What is PageIndex?
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PageIndex is a revolutionary document processing system that uses **reasoning-based RAG** instead of traditional vector-based similarity search. Unlike conventional RAG systems that rely on semantic similarity, PageIndex uses multi-step reasoning and tree search to retrieve information like a human expert would.

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