How do I install Universal OpenAI Vector Store MCP Server?

Follow the setup instructions on the Universal OpenAI Vector Store GitHub repository, then add the server configuration to your AI client.

What category is Universal OpenAI Vector Store MCP Server?

Universal OpenAI Vector Store is categorized under Search & Data Extraction. Browse more servers in these categories on MCPgee.

Universal OpenAI Vector Store

Name: Universal OpenAI Vector Store MCP Server
Author: jezweb

v1.0.0•Search & Data Extraction•stable

Provides comprehensive management of OpenAI Vector Stores, allowing AI assistants to upload files, manage vector databases, and handle batch operations via the OpenAI API. It supports multiple deployment methods, including Cloudflare Workers and loca

universal-openai-vector-store-mcp-servermcpai-integration

Stars

Downloads

Weekly

0/5

View on GitHub

What is Universal OpenAI Vector Store?

Universal OpenAI Vector Store is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to provides comprehensive management of openai vector stores, allowing ai assistants to upload files, manage vector databases, and handle batch operations via the openai api. it supports multiple deploym...

This server falls under the Search & Data Extraction category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

Provides comprehensive management of OpenAI Vector Stores, a

Use Cases

Vector store management

File uploads and batch operations

jezweb

Maintainer

LicenseMIT

Languagetypescript

Versionv1.0.0

UpdatedN/A

Statushealthy

Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

View Source Browse All Servers

Installation

Manual Installation

npx universal-openai-vector-store-mcp-server

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms

ThroughputMedium

Resource Usage

Memory UsageLow

CPU UsageLow

Frequently Asked Questions about Universal OpenAI Vector Store

What is Universal OpenAI Vector Store?

Universal OpenAI Vector Store is a Model Context Protocol (MCP) server that provides comprehensive management of openai vector stores, allowing ai assistants to upload files, manage vector databases, and handle batch operations via the openai api. it supports multiple deployment methods, including cloudflare workers and loca It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Universal OpenAI Vector Store?

Follow the installation instructions on the Universal OpenAI Vector Store GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with Universal OpenAI Vector Store?

Universal OpenAI Vector Store works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Universal OpenAI Vector Store free to use?

Yes, Universal OpenAI Vector Store is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Learn More About MCP Servers

Getting Started with MCP

Set up your first MCP server in minutes

MCP Setup Guide

Configure MCP in Claude, Cursor & VS Code

All MCP Tutorials

18+ hands-on guides for developers

MCP FAQ

40+ answers about Model Context Protocol

Universal OpenAI Vector Store Alternatives — Similar Search & Data Extraction Servers

Looking for alternatives to Universal OpenAI Vector Store? Here are other popular search & data extraction servers you can use with Claude, Cursor, and VS Code.

TrendRadar

★ 58.0k

A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through va

Scrapling

★ 52.7k

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

PDF Math Translate

★ 33.9k

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero

GPT Researcher

★ 27.2k

An autonomous agent that conducts deep research on any data using any LLM providers

Agent Reach

★ 20.1k

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Xiaohongshu

★ 13.7k

MCP for xiaohongshu.com

Browse More Search & Data Extraction MCP Servers

Explore all search & data extraction servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Search & Data Extraction Browse All Servers

Set Up Universal OpenAI Vector Store in Your Editor

Choose your AI client for step-by-step setup instructions.

🖥️

Claude Desktop

macOS & Windows app

⌨️

Claude Code

CLI & terminal

📝

Cursor

AI-first code editor

💻

VS Code

GitHub Copilot MCP

🏄

Windsurf

Codeium AI editor

🔌

Cline

VS Code extension

Quick Config Preview

{
  "mcpServers": {
    "universal-openai-vector-store-mcp-server": {
      "command": "npx",
      "args": ["-y", "universal-openai-vector-store-mcp-server"]
    }
  }
}

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

Ready to use Universal OpenAI Vector Store?

Browse our complete directory of 33,000+ MCP servers, read setup guides for your editor, and start building with the Model Context Protocol.

33,000+ ServersFree & Open SourceStep-by-Step Guides

Explore All Servers Read Our Guides