# FastAPI

A client-server system based on MCP. The client sends queries, and the server processes them through the Ollama LLM, generates system commands, executes them, and then returns the results.

Parallels RAS MCP Server is a FastAPI-based backend service that provides a REST API to manage sessions and application publishing of Parallels Remote Application Server.

A Python-based chat workflow engine that integrates FastAPI, CLI, and Google ADK for unified AI Q&A processes and extended functionality

A simple MCP server based on FastAPI, providing numerical doubling processing functions and supporting session management and API key authentication.

A modern Python project template with FastAPI REST API, Docker support, code quality tools (ruff/mypy/pytest), and CI/CD integration, demonstrating best practices for production-grade Python applications.

A Hello World application based on FastAPI, including basic API interfaces and OpenAI integration functions, supporting local and Docker deployment.

A GitHub Model Context Protocol server based on FastAPI, providing functions such as getting repository details and issue management.

A Python backend application that provides MCP protocol interfaces and a FastAPI web interface for managing MCP servers integrated with Claude Desktop.

The project involves documentation, sample code repositories, and community resources for the LangChain framework, including technical content such as Python programming, AI agent development, FastAPI integration, and LLM fine-tuning.

A project implementing the MCP protocol and integrating DigitalOcean server management

This is a FastAPI service template based on Python, designed with Clean Architecture and SOLID principles, providing features such as API documentation, asynchronous tasks, WebSocket, database repository pattern, identity authentication, etc., and supporting multi - stage Docker builds to optimize image size.

A user management system designed based on FastAPI and Clean Architecture, using CSV files to store data, implementing user CRUD, batch import, and age statistics functions.

This is an MCP server based on FastAPI, providing baseball data query functions from MLB and Fangraphs through the pybaseball library, including player data, team statistics, and league leaderboards.

An MCP server project based on FastAPI, including Qdrant database integration and OpenWebUI client support

Run the FastAPI server and directly develop and debug through the MCP tool

An MCP server based on FastMCP and FastAPI for generating chart images through Python code.

An implementation of the MCP architecture server based on FastAPI, using the Model-Controller-Provider design pattern, providing high-performance REST API services, including functions such as automatic documentation generation and data validation.

A lightweight Model Context Protocol (MCP) system based on FastAPI, including a server and a client, communicating through SSE and supporting tool invocation.

A FastAPI - based application for obtaining portfolio details through the IBKR API

An experimental and educational Ping-Pong server that demonstrates remote MCP calls through FastAPI, supporting both API and SSE communication methods.

A lightweight server based on FastAPI that implements the Model Context Protocol (MCP) for EKS clusters, providing a standardized EKS operation interface for GenAI agents and supporting multiple authentication methods and Kubernetes resource management.

This project is a Nutanix MCP server prototype based on FastAPI, used to obtain cluster and virtual machine information from Nutanix Prism Central and supports integration with the Dify platform for natural language query functionality.

A Python wrapper based on FastAPI for connecting to the Bitbucket MCP server written in TypeScript, providing a REST interface to manage pull requests.

A lightweight MCP server based on FastAPI and pyodbc that supports connecting to multiple databases (such as Virtuoso) through ODBC and provides functions such as database schema query, table structure description, and SQL/SPARQL query execution.

The XRPL MCP Service is a model context protocol server based on FastAPI, providing comprehensive XRPL ledger interaction functions, including account query, transaction operations, decentralized exchange, and NFT management services.

A Tavily API server based on FastAPI that provides search and content extraction functions, supporting API key authentication and SSE MCP services.

A Steam game statistics MCP server based on Python and FastAPI, acting as an intermediary between MCP clients and the Steam Web API, providing structured access to game statistics and user information.

A simple MCP server example based on FastAPI, providing basic health check and context services for processing parameterized prompt templates.

A simple MCP server implementation based on FastAPI, providing health checks and context services for processing parameterized prompt templates.

This project aims to enhance the management experience of Pi-hole devices through FastAPI and the RAG system, providing interaction functions based on natural language processing.