MCPs โบ Data & APIs โบ Universal OpenAI Vector Store MCP Server
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 local NPM installation, for seamless integration with MCP-compatible clients.
Not monetized yet
Turn Universal OpenAI Vector Store MCP Serverโs tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install Universal OpenAI Vector Store MCP Server
For anyone using Universal OpenAI Vector Store MCP Server โ no Lulu account needed# stdio server โ install per the repository README: https://github.com/jezweb/openai-vector-assistant-mcp
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server โFAQ
Universal OpenAI Vector Store MCP Server installs from source โ follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) โ never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns Universal OpenAI Vector Store MCP Server โ adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in โ waitlist.
[](https://getlulu.dev/mcps/universal-openai-vector-store-mcp-server)