io.github.AceDataCloud/mcp-gpt-image
GPT Image by Ace Data Cloud
Is the GPT Image by Ace Data Cloud MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-15.
Generate and edit GPT Image pictures with Ace Data Cloud; query the original image task.
alive probed 2026-11-15
- Run it
- uvx mcp-openai-pro@2026.11.12.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- GPT Image by Ace Data Cloud 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 188 characters
- Of a 1M window
- 0.7 % of a 1M context window
- Count
- 7.1k tokens in Claude Opus 5.5, exact, measured 2026-11-07. With the Claude Code prefix mcp__…__ on each tool name: 7.1k. The o200k_base estimate is 4.3k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/AceDataCloud/OpenAIMCP
- Website
- https://github.com/AceDataCloud/OpenAIMCP/blob/main/GPT_IMAGE.md
- Registry
- active, updated 2026-11-15 · registry entry
- Changes
- 7 recorded, reachable in 7 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.63×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| gpt_image_edit | 2 830 | 1 736 | 40 % |
| gpt_image_generate | 2 615 | 1 604 | 37 % |
| gpt_image_list_tasks | 977 | 599 | 14 % |
| gpt_image_get_task | 561 | 344 | 8 % |
| gpt_image_list_models | 68 | 42 | 1 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- UVC PTZ Camera io.github.AbhijatSaxena/uvc-ptz-camera-mcp · alive
- io.github.Abktya/universal-host-manager-mcp · not probed
- Glitch Toolkit io.github.AbstractGlitch/glitch-toolkit · needs args
- Aegis — AI Agent Governance io.github.Acacian/aegis · crashed on start
- Actenon Kernel io.github.Actenon/kernel · needs args
- Ybe Check io.github.AddyCuber/ybe-check · crashed on start
- io.github.Adeniyikayodee/gagelink · alive
- VeriSight MCP io.github.Adityarajtiwari880/verisight · crashed on start
Servers that mention image.
- Aginera ai.aginera/preconstruction · needs auth
- ARPI MCP ai.arpi/arpi-mcp · no DNS
- Apatero Studio ai.apatero/studio · needs auth
- AI Media Studio ai.b77/ai-media-studio · needs auth
- Beatra ai.beatra/beatra · needs auth
- Web Search API for all your agents and LLMs ai.blopus/search · needs auth
- CCAPI ai.ccapi/mcp · alive
- CleanVector ai.cleanvector/cleanvector · alive
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-07 07:47 | alive | 1.2 s | 5 | 7.1k | 4.3k |
| 2026-11-06 08:33 | alive | 1.6 s | 5 | 6.4k | 3.9k |
| 2026-11-05 08:32 | alive | 1.2 s | 5 | 5.6k | 3.5k |
| 2026-11-04 08:02 | alive | 1.4 s | 5 | 3.5k | |
| 2026-11-01 08:10 | alive | 1.1 s | 5 | 5.5k | 3.4k |
| 2026-10-31 07:32 | alive | 1.6 s | 5 | 5.4k | 3.4k |
| 2026-10-25 06:51 | alive | 1.5 s | 5 | 3.3k |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.