Fiji AI Server SFP

The Fiji AI Server SFP refers to both AI-enabled server setups for Fiji/ImageJ image analysis and high-performance AI/HPC servers, enabling automated microscopy image processing and large-scale computation.

AI-Enabled Fiji/ImageJ Server

The Fiji MCP (Multi-Channel Processing) server allows AI agents to interact with Fiji/ImageJ in plain English, automating image analysis tasks without requiring macro coding knowledge. Users can open images, apply filters like Gaussian blur, threshold bright spots, outline objects, measure areas and circularity, skeletonize masks, and summarize structures directly through AI agents such as Cursor, Claude, or Gemini ( ). Requirements and Setup:

• Python 3.10+ installed
• Fiji/ImageJ installed on the local machine
• Java (required by PyImageJ)
• Correct path to the Fiji folder containing jars/ and plugins/
• First startup may take 30–90 seconds as the JVM loads ( ) Once connected, users can instruct the AI server with commands like:
• "Open ./images/cells.tif and tell me the dimensions"
• "Apply a Gaussian blur with sigma 4 and show me the result"
• "Count the bright objects and give me their areas" The server acts as a Python wrapper for Fiji functions, facilitating communication between AI agents and ImageJ plugins ( ).

GIGABYTE Fiji AI Server Hardware

Separately, GIGABYTE Fiji AI servers are enterprise-grade HPC and AI servers designed for large-scale computation. They combine high processing power, fast networking, accelerators (GPUs), and large memory/storage to support AI workloads, scientific simulations, and data-intensive tasks. These servers are scale-out ready, meaning they can be expanded for cluster computing or high-throughput AI pipelines ( ).

Summary

• Software Aspect: Fiji MCP server enables AI-driven automation of microscopy image analysis using Fiji/ImageJ plugins, reducing manual coding and improving reproducibility.
• Hardware Aspect: GIGABYTE Fiji AI servers provide the computational backbone for large-scale AI and HPC tasks, suitable for research labs or enterprise AI deployments. Together, the Fiji AI server ecosystem allows seamless integration of AI agents with Fiji/ImageJ for automated image analysis while leveraging high-performance hardware for demanding computational tasks.