Vectorize MCP Server

A Model Context Protocol (MCP) server implementation that integrates with Vectorize for advanced Vector retrieval and text extraction.

Features

Installation

Running with npx

bash
export VECTORIZE_ORG_ID=YOUR_ORG_ID
export VECTORIZE_TOKEN=YOUR_TOKEN
npx -y @vectorize-io/vectorize-mcp-server

Configuration on Claude/Windsurf

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

Tools

Retrieve documents

Perform vector search and retrieve documents (see official API):

json
{
  "name": "retrieve",
  "arguments": {
    "pipeline": "your-pipeline-id",
    "question": "Financial health of the company",
    "k": 5
  }
}

Text extraction and chunking (Any file to Markdown)

Extract text from a document and chunk it into Markdown format (see official API):

json
{
  "name": "extract",
  "arguments": {
    "base64document": "base64-encoded-document",
    "contentType": "application/pdf"
  }
}

Deep Research

Generate a Private Deep Research from your pipeline (see official API):

json
{
  "name": "deep-research",
  "arguments": {
    "pipelineId": "your-pipeline-id",
    "query": "Generate a financial status report about the company",
    "webSearch": true
  }
}

Development

bash
# Install dependencies
npm install

# Build
npm run build

Contributing

Fork the repository
Create your feature branch
Submit a pull request

@vectorize-io/vectorize-mcp-server: Vectorize MCP Server

Author

README