SERVER

OpenAIMCP

Rank #8,048

io.github.AceDataCloud/mcp-openai

MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud

12 versions

1 GitHub stars

by acedatacloud (30 servers)View repository ↗

First listed

Jun 28, 2026

Last publish date

Oct 12, 2026

PURPOSE

What you can do with OpenAIMCP

OpenAIMCP is a Model Context Protocol (MCP) server published by acedatacloud. It ranks #8,048 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. OpenAIMCP is listed across 2 registries — Official MCP and Glama, with 12 tracked versions. It was first listed on Jun 28, 2026 and most recently updated on Oct 12, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What OpenAIMCP can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using OpenAIMCP

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Oct 5, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

ACEDATACLOUD_API_TOKEN · required

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect OpenAIMCP and confirm it works

Remote · HTTP

claude mcp add --transport http mcp-openai https://openai.mcp.acedata.cloud/mcp

Python package (PyPI)

claude mcp add mcp-openai -e "ACEDATACLOUD_API_TOKEN=<your ACEDATACLOUD_API_TOKEN>" -- uvx mcp-openai-pro

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.mcp-openai]
url = "https://openai.mcp.acedata.cloud/mcp"

Add to ~/.codex/config.toml.

Python package (PyPI)

[mcp_servers.mcp-openai]
command = "uvx"
args = ["mcp-openai-pro"]

[mcp_servers.mcp-openai.env]
ACEDATACLOUD_API_TOKEN = "<your ACEDATACLOUD_API_TOKEN>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

https://openai.mcp.acedata.cloud/mcp

Settings → Connectors → “Add custom connector”, then paste this URL.

Python package (PyPI)

{
  "mcpServers": {
    "mcp-openai": {
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ],
      "env": {
        "ACEDATACLOUD_API_TOKEN": "<your ACEDATACLOUD_API_TOKEN>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "mcp-openai": {
      "url": "https://openai.mcp.acedata.cloud/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "mcpServers": {
    "mcp-openai": {
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ],
      "env": {
        "ACEDATACLOUD_API_TOKEN": "<your ACEDATACLOUD_API_TOKEN>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "servers": {
    "mcp-openai": {
      "type": "http",
      "url": "https://openai.mcp.acedata.cloud/mcp"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "servers": {
    "mcp-openai": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ],
      "env": {
        "ACEDATACLOUD_API_TOKEN": "<your ACEDATACLOUD_API_TOKEN>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "mcp-openai": {
      "serverUrl": "https://openai.mcp.acedata.cloud/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "mcp-openai": {
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ],
      "env": {
        "ACEDATACLOUD_API_TOKEN": "<your ACEDATACLOUD_API_TOKEN>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "mcp-openai": {
      "url": "https://openai.mcp.acedata.cloud/mcp"
    }
  }
}

Python package (PyPI)

{
  "mcpServers": {
    "mcp-openai": {
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ],
      "env": {
        "ACEDATACLOUD_API_TOKEN": "<your ACEDATACLOUD_API_TOKEN>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by acedatacloud

View all acedatacloud servers →

No task-specific alternatives are catalogued for OpenAIMCPyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jun 28, 2026
Latest version published: Oct 12, 2026
Version history: 12 versions tracked (below)
Requirements evidence: MCP Toplist probed the public endpoint on Oct 5, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Glama ↗listed since Jul 29, 2026 · still listed
Official MCP ↗listed since Oct 4, 2026 · still listed

Do you maintain OpenAIMCP? to correct or enrich this profile.

VERSIONS

Available versions (12)

Version	Published
2026.10.12.1	Oct 12, 2026
2026.10.12.0	Oct 12, 2026
2026.10.9.1	Oct 9, 2026
2026.10.9.0	Oct 9, 2026
2026.10.8.0	Oct 8, 2026
2026.10.6.2	Oct 6, 2026
2026.10.6.1	Oct 6, 2026
2026.10.6.0	Oct 6, 2026
2026.10.5.1	Oct 5, 2026
2026.10.5.0	Oct 5, 2026
2026.10.4.1	Oct 4, 2026
2026.10.4.0	Oct 4, 2026

STANDING

#8,048of 144,396 active serversTop 10%

Ranks ahead of 136,348 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.AceDataCloud%2Fmcp-openai.svg)](https://mcptoplist.com/server/io.github.AceDataCloud%2Fmcp-openai)

HTML

<a href="https://mcptoplist.com/server/io.github.AceDataCloud%2Fmcp-openai"><img src="https://mcptoplist.com/badge/io.github.AceDataCloud%2Fmcp-openai.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains OpenAIMCP?: OpenAIMCP is maintained by acedatacloud, which publishes 30 MCP servers (1278 total versions) tracked on MCP Toplist.
Is OpenAIMCP listed on the Official MCP Registry?: Yes — OpenAIMCP is listed on the Official MCP Registry, alongside Glama.
How many versions does OpenAIMCP have?: MCP Toplist tracks 12 versions of OpenAIMCP, most recently published on Oct 12, 2026.
Where can I find the source code for OpenAIMCP?: The source code for OpenAIMCP is hosted at github.com/AceDataCloud/OpenAIMCP.

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