# Python Service

A Python memory MCP server based on a knowledge graph, using SQLite as the backend to achieve persistent memory storage and management across conversations.

This is a Python - based MCP server project that supports searching documents from popular libraries such as LangChain, LlamaIndex, and OpenAI through the Serper API and uses BeautifulSoup to extract web page content.

An MCP server project based on Python for basic sentiment analysis, supporting debugging and testing through MCP Inspector.

The Joplin MCP Server provides a Model Context Protocol interface for the Joplin note - taking application, enabling AI assistant integration and note management functions.

SkySQL MCP server installation package, containing all the components required to set up a machine control protocol server

Guide to setting up and running the Thingsboard MCP Server

A simple MCP server implementation based on Python, used to demonstrate and test the basic functions of the model communication protocol, supporting SSE transmission and network exposure.

The Configfacets MCP Server is a Python service for managing and configuring projects, supporting dependency management and publishing through the uv tool.

mcp-utils is a Python toolkit for building servers that comply with the MCP protocol. It provides functions such as synchronous implementation, SSE support, and Redis queues, simplifying the development process of MCP servers.

A Python - based biodiversity model protocol server project that supports rapid deployment, development, and debugging.

A Python template project for quickly building a Model Context Protocol (MCP) server, which provides registration and exposure functions for tools and tips and supports multiple deployment methods.

An example Python server project based on the Model Context Protocol, providing BMI calculation and weather query tool functions for LLMs such as Claude AI.

A Python service for interacting with native macOS applications via FastMCP

Cross - Platform Notification MCP Server

MCP is a Python-based object storage service protocol that supports basic operation management of buckets and objects.

The TranslationX MCP Server is a Python - based model context protocol server that supports the translation services of TranslationX and can be integrated and used through Cursor.

The DocketBird MCP Server is a Python service that provides court case data and document management functions. It supports deployment through the uv package manager, provides functions such as case details query and document download, and can be configured in SSE or stdio transmission mode.

The EPICS MCP Server is a Python-based tool for interacting with EPICS Process Variables, providing functions to get, set PV values and query PV information, and is suitable for integration into control systems or workflows.

A Python in - memory MCP server based on a knowledge graph, using SQLite as the backend to achieve cross - session persistent memory storage and management.

A server project for interacting with the Garmin Connect API

A weather information service based on the MCP protocol, providing weather alerts for US states and weather forecast queries by latitude and longitude, implemented using Python and the FastMCP server.

A Nix-based Python MCP server project that includes location display and time retrieval functions

A simple weather API example project based on the MCP protocol, running with the Python uv package manager

The PDF MCP Service is a Python-based PDF processing service that provides a quick start and configuration guide.

A collection of MCP servers providing various API service interfaces