# vectorize-mcp-server

> MCP Server

This repository provides a Model Context Protocol (MCP) server that integrates with Vectorize for vector retrieval and text extraction. It enables advanced document processing and search functionalities using the Vectorize platform.

## Overview

- **Category:** AI
- **Language:** JavaScript
- **Stars:** 111
- **Forks:** 2
- **Owner:** vectorize-io
- **GitHub:** https://github.com/vectorize-io/vectorize-mcp-server
- **Homepage:** https://docs.vectorize.io/api/api-mcp-server
- **Created:** 2025-03-10T14:43:02+00:00
- **Updated:** 2025-03-28T16:27:41+00:00
- **Source:** https://model-context-protocol.com/servers/vectorize-mcp-server-document-search-retrieval

## Setup

## Setup

### Running with npx

```bash
export VECTORIZE_ORG_ID=YOUR_ORG_ID
export VECTORIZE_TOKEN=YOUR_TOKEN
export VECTORIZE_PIPELINE_ID=YOUR_PIPELINE_ID

npx -y @vectorize-io/vectorize-mcp-server@latest
```

## Configuration on Claude/Windsurf/Cursor/Cline

```json
{
  "mcpServers": {
    "vectorize": {
      "command": "npx",
      "args": ["-y", "@vectorize-io/vectorize-mcp-server@latest"],
      "env": {
        "VECTORIZE_ORG_ID": "your-org-id",
        "VECTORIZE_TOKEN": "your-token",
        "VECTORIZE_PIPELINE_ID": "your-pipeline-id"
      }
    }
  }
}
```

## Tools

## Available Tools

1. Retrieve documents (Perform vector search and retrieve documents).
2. Text extraction and chunking (Extract text from a document and chunk it into Markdown format).
3. Deep Research (Generate a Private Deep Research from your pipeline).