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vectorize-mcp-server
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vectorize-mcp-server

Active·★ 115·MIT·Updated 2026-10-19

Vectorize MCP Server is an implementation of the Model Context Protocol (MCP) designed to integrate with Vectorize for advanced vector retrieval and text extraction. It enables applications to leverage Vectorize's capabilities for semantic search and content processing within various development environments like VS Code and other AI coding platforms.

#MCP Server#Vector Retrieval#Text Extraction#RAG#AI Integration#VS Code Extension
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#Node.js
#NPM
$ Install
$ 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
↗ Visit site★ GitHub
01

Features

01Vector Search and Document Retrieval
02Text Extraction and Markdown Chunking
03Private Deep Research Generation
04Model Context Protocol (MCP) Integration
02

Compatibility

VS Code
IDE
Verified via docs
Node.js
Runtime
Verified via docs
AI Coding Platforms
Platform
Verified via docs
03

Quick start

1
$ export VECTORIZE_ORG_ID=YOUR_ORG_ID
2
$ export VECTORIZE_TOKEN=YOUR_TOKEN
3
$ export VECTORIZE_PIPELINE_ID=YOUR_PIPELINE_ID
4
$ npx -y @vectorize-io/vectorize-mcp-server@latest
04

Use cases

↳Enhancing AI Assistants with Contextual Information
↳Building Knowledge Base Q&A Systems
↳Automated Document Analysis and Processing
↳Integrating Vector Search into Developer Tooling
05

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vectorize-io /
vectorize-mcp-server
↗

Official Vectorize MCP Server

115MIT
Last commit4d ago
StatusActive
CategoryRAG / Knowledge Base
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
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