Image MCP Servers
This project implements an SSE MCP server that integrates the APIs of HuggingFace and Replicate, providing image generation and model management tools, and supporting a standardized AI model interaction interface.
rating : 2 points
downloads : 21
What are Image MCP Servers?
Image MCP Servers is a server built on the MCP Core framework, providing a standard interface for interacting with HuggingFace and Replicate APIs. It simplifies the usage process of AI models and is particularly suitable for users who need image generation and model management.How to use Image MCP Servers?
You can access various functions of HuggingFace and Replicate through simple API calls, including image generation and model information query. The server provides RESTful interfaces and supports calls in multiple programming languages.Applicable Scenarios
Suitable for developers, researchers, and creative workers who need to quickly integrate AI image generation functions into their own applications or manage multiple AI models.Main Features
HuggingFace Model InformationGet detailed information about models on HuggingFace, including architecture, license, and usage examples
Model Sample ImagesExtract sample images from the model README to help quickly understand the model's effects
Replicate Image GenerationGenerate high-quality images using Replicate's text-to-image models
Model SearchSearch for models on HuggingFace, supporting multiple filtering conditions
Advantages and Limitations
Advantages
Access multiple AI platforms through a unified interface
Simplify the AI model integration process
Support Docker containerized deployment
Modular design, enabling functions on demand
Limitations
An API key is required to use all functions
Some advanced functions require technical knowledge for configuration
Performance depends on third-party API services
How to Use
Installation Preparation
Ensure that Rust (version 2024) and Docker (optional) are installed
Clone the Repository
Get the project source code from GitHub
Configure the Environment
Copy the example environment file and add your API keys
Run the Server
Run the server using Cargo or use a Docker container
Usage Examples
Get Model InformationQuery detailed information about a specific model on HuggingFace
Generate Artistic ImagesGenerate artworks using Replicate's Stable Diffusion model
Frequently Asked Questions
How to get an API key?
Which port does the server run on by default?
How to enable only HuggingFace functions?
Related Resources
MCP Core Framework
The basic framework used in this project
HuggingFace Official Website
Get models and API keys
Replicate Official Website
Learn about the image generation API
Project License
MIT license file
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