rainer85ah/mcp-server
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FastMCP is a modern MCP server framework designed to manage and expose AI/LLM capabilities efficiently.
FastMCP Boilerplate for MCP Servers is a cutting-edge project that leverages the power of Python, FastMCP, FastAPI, Docker, Ollama, and Open-webUI to create a robust and scalable Model Control Protocol (MCP) server. This project is designed to facilitate the management and deployment of AI models, providing a seamless interface for developers to integrate and interact with AI/LLM capabilities. With its pluggable architecture, FastMCP allows for easy addition of models and routes, making it ideal for rapid prototyping or production environments. The integration with Docker ensures that the server can be deployed consistently across different environments, while the use of FastAPI provides a high-performance backend for API interactions. Ollama and Open-webUI further enhance the server's capabilities by offering LLM execution and a chat-style interface for AI interactions, respectively. This makes FastMCP an excellent choice for building AI chat platforms, model routing gateways, and developer LLM sandboxes.
Features
- Fast startup with Docker
- Easy integration with Ollama and Open-webUI
- Pluggable architecture for adding models and routes
- Designed for rapid prototyping or production use
- REST API ready with OpenAPI docs