# Universal OpenAI Vector Store MCP Server

> Use this tool when you need to manage and interact with OpenAI Vector Stores, solving problems such as uploading files, managing vector databases, and handling batch operations. It provides a comprehensive interface for AI assistants to integrate with the OpenAI API, accepting file uploads and API requests as inputs and producing managed vector databases and batch operation results as outputs. Ideal for use cases requiring seamless integration with MCP-compatible clients, such as cloud-based or local AI applications.

Canonical page: https://skillsregistry.net/skills/jezweb-openai-vector-assistant-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jezweb-openai-vector-assistant-mcp

## Description

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.

## Trust

- **Trust score (0–1):** 0.82
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fxqloyxs2c)
- **Repository:** <https://github.com/jezweb/openai-vector-assistant-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jezweb-openai-vector-assistant-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jezweb-openai-vector-assistant-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jezweb-openai-vector-assistant-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt