AptLynxMCP server
DiffusionGemma 26B A4B FP8 Demo
hf/Caffin/diffusiongemma-26b-a4b-it-demo
Checked 28 Oct 2026, 09:04 UTC · Hugging Face reports it running
Multimodal block-diffusion text generation demo
Working at last check
https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/
At a glance
- Type
- MCP server
- Publisher
- Not verified
- Status
- Working at last check
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 28 Oct 2026, 09:04 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http diffusiongemma-26b-a4b-it-demo https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.diffusiongemma-26b-a4b-it-demo] url = "https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/"
Gemini CLI
{"mcpServers":{"diffusiongemma-26b-a4b-it-demo":{"httpUrl":"https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/"}}}
Cursor
{"mcpServers":{"diffusiongemma-26b-a4b-it-demo":{"url":"https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/"}}}
VS Code
{"servers":{"diffusiongemma-26b-a4b-it-demo":{"type":"http","url":"https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/"}}}
Antigravity
agy mcp add diffusiongemma-26b-a4b-it-demo https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"diffusiongemma-26b-a4b-it-demo","server_url":"https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"diffusiongemma-26b-a4b-it-demo","server_url":"https://caffin-diffusiongemma-26b-a4b-it-demo.hf.space/gradio_api/mcp/"}
Related MCP servers
- Stable Diffusion XL Demo
Text-to-image generation with Stable Diffusion XL - DiffusionGemma Radiology VQA
Radiology VQA & report infill with a discrete-diffusion LLM - DiffusionGemma Humanizer
Conversational rewriting with DiffusionGemma 26B - Gestalt
Gestalt unified multimodal discrete diffusion, text-to-image - Omni-Diffusion
Any-to-any multimodal masked discrete diffusion model - Pony Diffusion V6 XL Demo
Text-to-image demo for LyliaEngine/Pony Diffusion V6 XL - Stable Diffusion 3 Medium
Text-to-image demo for Stable Diffusion 3 Medium - LLaDA-UI
GUI grounding & agent with a block-diffusion VLM
Badge for your README
[](https://aptlynx.net/servers/hf/Caffin/diffusiongemma-26b-a4b-it-demo)
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