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.

→ jezweb/openai-vector-assistant-mcp · listed on glama

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// key findings

🚨

Reads files from sensitive locations

Touches: .env

🚨

Hardcoded credentials detected

2 live-looking API keys in source: 1 OpenAI API key, 1 OpenAI project key

⚠️

Known vulnerabilities in dependencies: 4 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

🔐

You'll be asked for 1 credential: OPENAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretOPENAI_API_KEY— "": "your-openai-api-key-here"

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/jezweb-openai-vector-assistant-mcp-1o1rk7)](https://m8ven.ai/mcp/jezweb-openai-vector-assistant-mcp-1o1rk7)

commit: 6febd2a2dc4bf182925448d02a0415cf59d0fa2e

code hash: cf72a8c8fc2f5d1b6f742638e0cfbbaf289b8683a5a841d9ccafd645216c5f7b

verified: 6/4/2026, 10:59:19 AM

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