# io.github.AceDataCloud/mcp-openai (pypi · mcp-openai-pro)

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

- Trust score: 39/100 (low)
- Change this week: +15
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-18

## Components

- remote · `openai.mcp.acedata.cloud`: 38/100, [markdown](https://verifymcp.io/servers/acedatacloud-mcp-openai/openai.md), [page](https://verifymcp.io/servers/acedatacloud-mcp-openai/openai)
- pypi · `mcp-openai-pro`: 39/100 (this document), [markdown](https://verifymcp.io/servers/acedatacloud-mcp-openai/mcp-openai-pro.md), [page](https://verifymcp.io/servers/acedatacloud-mcp-openai/mcp-openai-pro)

## Channel facts

- Registry: `pypi`
- Package: `mcp-openai-pro`
- Version: `2026.10.17.0`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-18.

- **Supply Chain Security**: 99/100
  - No malware found by supply-chain analysis.
  - Known CVEs were checked across the 38 of 39 dependencies we could resolve, so this covers what we could see, not the whole tree.
  - Runs hatchling.build at install time, a recognised build step with no custom scripting around it.
  - Dependency health was assessed across the 38 of 39 dependencies we could resolve, so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 0 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 0/100
  - Schema quality not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no schema to assess.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no schema to compare.
- **Tool Coverage**: 0/100
  - Tool coverage not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no tool definitions to assess.
- **Tool Safety**: 0/100
  - Tool safety not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no tool text to scan.
- **Capabilities**: 0/100
  - Protocol version not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we never saw its MCP handshake.

**Unverified: 5 categories.** Categories scored 0 because our sandbox has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you.

## Install

### How do I install the io.github.AceDataCloud/mcp-openai server?

io.github.AceDataCloud/mcp-openai runs locally as a PyPI package, launched with uvx mcp-openai-pro. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add acedatacloud-mcp-openai -- uvx mcp-openai-pro
```

### Cursor

```json
{
  "mcpServers": {
    "acedatacloud-mcp-openai": {
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "acedatacloud-mcp-openai": {
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add acedatacloud-mcp-openai -- uvx mcp-openai-pro
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "acedatacloud-mcp-openai": {
      "type": "local",
      "command": [
        "uvx",
        "mcp-openai-pro"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add acedatacloud-mcp-openai --command uvx --arg mcp-openai-pro
```

### Hermes

```yaml
mcp_servers:
  acedatacloud-mcp-openai:
    command: "uvx"
    args: ["mcp-openai-pro"]
```

### Netclaw

```json
{
  "McpServers": {
    "acedatacloud-mcp-openai": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "mcp-openai-pro"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add acedatacloud-mcp-openai -t stdio -c uvx -a mcp-openai-pro
```

### Other

```json
{
  "mcpServers": {
    "acedatacloud-mcp-openai": {
      "command": "uvx",
      "args": [
        "mcp-openai-pro"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-17 (score 39, 0)

- [security regression] Malware scan: pass → unverified
- [functional] Package version: 2026.10.12.1 → 2026.10.17.0

### 2026-10-16 (score 39, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-15 (score 24, 0)

- [security] Stability: Stability not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no schema to compare.
- [security] Tool safety: Tool safety not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no tool text to scan.
- [functional] Capabilities: Protocol version not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we never saw its MCP handshake.
- [functional] Schema quality: Schema quality not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no schema to assess.
- [functional] Tool coverage: Tool coverage not yet verified: this server's registry entry declares environment variables (an API key or similar), and its server did not start in our sandbox, so we have no tool definitions to assess.

### 2026-10-13 (score 24, −15)

- [security regression] Malware scan: pass → unverified

### 2026-10-12 (score 39, +15)

- [security improvement] Malware scan: unverified → pass
- [functional] Package version: 2026.10.6.2 → 2026.10.12.1

### 2026-10-07 (score 24, −15)

- [security regression] Malware scan: pass → unverified
- [security] Tool safety: Tool safety not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet.
- [security] Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional] Capabilities: Protocol version not yet verified: we do not have a sandbox capture of the MCP handshake this version of the package performs yet.
- [functional] Tool coverage: Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet.
- [functional] Schema quality: Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional] Package version: 2026.10.4.1 → 2026.10.6.2

### 2026-10-04 (score 39)

First indexed and scored.

## MCP tools (0)

Tools for package channels are captured by running the package in an isolated sandbox. The most recent sandbox run could not capture a tool list from this package.

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/acedatacloud-mcp-openai/mcp-openai-pro#diagnostics

## Score history

- 2026-10-18: 39
- 2026-10-17: 39
- 2026-10-16: 39
- 2026-10-15: 24
- 2026-10-14: 24
- 2026-10-13: 24
- 2026-10-12: 39
- 2026-10-07: 24
- 2026-10-04: 39

## Common questions

### What is the io.github.AceDataCloud/mcp-openai server?

io.github.AceDataCloud/mcp-openai is listed in the public MCP registry as io.github.AceDataCloud/mcp-openai. MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud. This page covers its PyPI package (mcp-openai-pro).

### Is the io.github.AceDataCloud/mcp-openai server safe to use?

io.github.AceDataCloud/mcp-openai scores 39 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### Is the io.github.AceDataCloud/mcp-openai server still maintained?

io.github.AceDataCloud/mcp-openai is still listed as active in the MCP registry. We last reached this channel on 18 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the io.github.AceDataCloud/mcp-openai server under?

io.github.AceDataCloud/mcp-openai declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/mcp-openai-pro/
- Socket report: https://socket.dev/pypi/package/mcp-openai-pro
- Repository: https://github.com/AceDataCloud/OpenAIMCP
- Website: https://openai.mcp.acedata.cloud/
- Changelog RSS feed: https://verifymcp.io/servers/acedatacloud-mcp-openai/mcp-openai-pro.xml
- Changelog JSON feed: https://verifymcp.io/servers/acedatacloud-mcp-openai/mcp-openai-pro.json
- HTML version of this page: https://verifymcp.io/servers/acedatacloud-mcp-openai/mcp-openai-pro