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Replicate

by tzafrir 3 stars tzafrir/mcp-server-replicate

Integrates with Replicate to provide access to AI models for image generation, with features like parameter customization and output resizing.

READMEmain

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

  1. Text Generation

    • Support for text completion models
    • Chat model integration
    • Streaming support for real-time responses
  2. Video Generation

    • Support for video generation models
    • Video output handling and optimization
    • Progress tracking for long-running generations
  3. Additional Features

    • Model version management
    • Better error handling and retries
    • Caching for frequently used models
    • Rate limiting and queue management

Setup

  1. Install dependencies:
pip install -r requirements.txt
  1. Set up your Replicate API token in .env:
REPLICATE_API_TOKEN=your_token_here
  1. Run the server:
fastmcp dev server.py

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