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vectorize-io/vectorize-mcp-server

๐Ÿ“‡ [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

#vectorize#retrieval#markdown
Publishervectorize-io/vectorize-mcp-server
Submitted date4/19/2025

Overview

Title

Vectorize MCP Server

How to Use

  • Install via npx or VS Code one-click installation.
  • Configure environment variables (VECTORIZE_ORG_ID, VECTORIZE_TOKEN, VECTORIZE_PIPELINE_ID).
  • Manual setup options for VS Code and other editors (Claude, Windsurf, Cursor, Cline).

Key Features

  • Vector Retrieval: Perform vector searches and retrieve documents.
  • Text Extraction: Convert files to Markdown with chunking.
  • Deep Research: Generate detailed reports using pipeline data.
  • Easy Integration: Supports VS Code and other development environments.

Use Cases

  • Document retrieval for AI-assisted research.
  • Automated text extraction from PDFs and other file formats.
  • Advanced query-based research using vectorized data.
  • Seamless integration with development workflows.

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