MCP Server for Replicate
A FastMCP server implementation that provides a standardized interface for accessing AI models hosted on Replicate's API, currently supporting image generation with customizable parameters.
tzafrir
README
MCP Server for Replicate
A FastMCP server implementation for interfacing with Replicate's API. This server provides tools for accessing various AI models hosted on Replicate through a standardized interface.
Current Status: Early Alpha
This project is in early alpha development. Features and APIs may change significantly.
Currently Supported
- Image generation models with:
- Model schema inspection
- Image generation with customizable parameters
- Output resizing and optimization
Roadmap
Planned Features
-
Text Generation
- Support for text completion models
- Chat model integration
- Streaming support for real-time responses
-
Video Generation
- Support for video generation models
- Video output handling and optimization
- Progress tracking for long-running generations
-
Additional Features
- Model version management
- Better error handling and retries
- Caching for frequently used models
- Rate limiting and queue management
Setup
- Install dependencies:
pip install -r requirements.txt
- Set up your Replicate API token in
.env:
REPLICATE_API_TOKEN=your_token_here
- Run the server:
fastmcp dev server.py
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