Venice AI Image Generator MCP Server
by jhacksman
This project implements a Model Context Protocol (MCP) server that integrates with Venice AI for image generation with an approval/regeneration workflow. It enables LLMs to generate images based on text prompts and implements an interactive approval workflow with thumbs up/down feedback.
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What is Venice AI Image Generator MCP Server?
This MCP server provides a bridge between LLMs (like Claude) and Venice AI's image generation capabilities. It allows LLMs to generate images based on text prompts and implements an interactive approval workflow where users can approve or request regeneration of the images.
How to use Venice AI Image Generator MCP Server?
To use this server, you need to install the FastMCP library, set up Venice AI API credentials, implement the MCP tools as described in the documentation, and run the server, connecting it to an LLM host like Claude. The LLM can then call the server's MCP tools to generate, approve, or regenerate images based on user prompts and feedback.
Key features of Venice AI Image Generator MCP Server
Image Generation with Approval Workflow
MCP Tool Implementation (generate_venice_image, approve_image, regenerate_image, list_available_models)
Gemini Integration for Multi-View Generation
3D Model Generation from Multi-View Images
Use cases of Venice AI Image Generator MCP Server
Integrating image generation capabilities into LLM-powered applications
Creating interactive image generation experiences with user feedback
Generating multiple views of a 3D object from a single image
Building 3D models from 2D images using multi-view stereo techniques
FAQ from Venice AI Image Generator MCP Server
What is MCP?
What is MCP?
The Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to Large Language Models (LLMs).
How does the approval workflow work?
How does the approval workflow work?
The server displays generated images with thumbs up/down icons. Users click thumbs up to approve or thumbs down to request regeneration.
What is Venice AI?
What is Venice AI?
Venice AI is an image generation API that the server integrates with to generate high-quality images from text prompts.
What is Gemini Integration for?
What is Gemini Integration for?
After a user approves an image, it is processed through Google's Gemini API to generate multiple consistent views of the 3D object.
How are 3D models generated?
How are 3D models generated?
The original Venice AI image and the four approved Gemini-generated views are processed using CUDA Multi-View Stereo to convert the 2D images into a 3D model.