vectorize-io/vectorize-mcp-server
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
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Overview
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
Installation
npx -y @vectorize-io/vectorize-mcp-server@latest
Configuration
{
"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"
}
}Capabilities
- Retrieve relevant documents from your pipeline
Ask a question and get the top matching chunks using `retrieve`, with control over how many results to return.
- Extract and chunk text from files
Convert a base64-encoded document (PDF, etc.) into Markdown chunks via `extract` for downstream processing.
- Generate a private deep research report
Use `deep-research` to produce a sourced report from your pipeline’s data, optionally including live web search.
Tags
- search
- rag
- knowledge-retrieval
- document
- data-analysis
- awesome-list
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