開發 資源

This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design using keys and HTTPs, and allows more options for OAuth using EasyAuth and/or API Management as well as network isolation using VNET.

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to Large Language Models (LLMs). This tool helps AI assistants access factual information from Wikipedia to ground their responses in reliable sources.

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

A MCP server project that creates powerpoint presentations

This is a template project for those looking to build their own MCP servers. I designed it to be dead simple to understand and adapt - the code is straightforward with MCP docs attached so you can quickly get up to speed.

An intelligent MCP server that serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.

A simplified implementation of the Model Context Protocol (MCP) server using Elixir's Phoenix Framework.

A workshop to learn how to build AI-Infused applications with Quarkus and LangChain4j.

An implementation of the Model-Channel Protocol (MCP) in Clojure, designed to expose Clojure REPL functionality over an SSE transport.

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

A Model Context Protocol (MCP) server implementation that enables AI assistants like Claude to create and manage Google Calendar events.

A type-safe Rust implementation of the official Model Context Protocol (MCP) schema, supporting all official released versions including 2024_11_05, 2025_03_26, and draft version for early adoption.

MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations. It uses vector search technology to find relevant memories based on meaning, not just keywords. It's built with Cloudflare Workers, D1, Vectorize (RAG), Durable Objects, Workers AI and Agents.

A Model Context Protocol server providing tools to analyze Windows crash dumps using WinDBG/CDB.

Thanks to @BigUncle for the pull request

The Redis MCP Server is a natural language interface designed for agentic applications to efficiently manage and search data in Redis. It integrates seamlessly with MCP (Model Content Protocol) clients, enabling AI-driven workflows to interact with structured and unstructured data in Redis. Using this MCP Server, you can ask questions like:

The main purpose of the MCP tool is to adapt changes to the project intelligently. For instance, when a code modification or structural adjustment is needed, it aims to ensure that other related usages are also updated accordingly.

RuleGo is a lightweight, high-performance, embedded, orchestrable component-based rule engine built on the Go language.

library-mcp is an MCP server for interacting with Markdown knowledge bases.

A PoC MCP server written in rust. Provides tools to analyze text.

MCP server for the OpenFlexure Microscope

A powerful Model Context Protocol (MCP) server that provides contextual database schema information for large Oracle databases, enabling AI assistants to understand and work with databases containing thousands of tables.

このプロジェクトは、MCP フレームワークを使用して MIDI 送信機能を提供するサーバーです。Python 版のみを提供しています。

A minimal MCP (Model Context Protocol) server for interacting with GitHub Issues.

A simple echo server implementing the Model Context Protocol (MCP). This server provides a basic echo functionality through the MCP interface.

MCP server to intract with Twitter

A lightweight CLI tool that connects to Model Context Protocol (MCP) servers and lets you interact using natural language prompts — powered by OpenAI.

A MCP Server implemented in Node.js/TypeScript, facilitating interactive communication between LLMs and users. Note: This server is designed to run locally alongside the MCP client (e.g., Claude Desktop, VS Code), as it needs direct access to the user's operating system to display notifications and command-line prompts.

Welcome to MCP Server Tools! 🎯
This project exposes powerful APIs based on the Model Context Protocol (MCP) 🧩, representing a new revolution in API design 🌐 — structured, intelligent, and seamlessly extensible.

MCP Greeting Server is a Go-based MCP server implementation that provides basic greeting functionality, allowing MCP clients (e.g., Claude Desktop) to generate greeting messages.

Microsoft 365 MCP Server

A powerful MCP (Mark3labs Control Protocol) server that provides comprehensive Excel file manipulation capabilities using the excelize Go library.

A Model Context Protocol (MCP) server that enables AI models to interact with the Zerodha trading platform. This project provides a set of tools for executing trades, viewing portfolio, and managing positions on Zerodha through a standardized interface.

Welcome to DevContext! This repository hosts a cutting-edge Model Context Protocol (MCP) server that enhances your development experience by providing continuous, project-centric context awareness. Unlike traditional context systems, DevContext learns from your development patterns, adapting to your needs and delivering highly relevant context for a deeper understanding of your codebase.

Model Context Protocol Server for LLM Tool Integration. This server provides a standardized way to handle tool connections for LLM-powered applications.

MCP (ModelContextProtcol) Server to connect an SFTP Server

Apache AGE MCP Server

MySQL Model Context Protocol（MCP）サーバーは、ローカル環境のMySQLデータベースに接続し、大規模言語モデル（LLM）がSQLクエリを実行できるようにするツールです。

This is a sample API which is protected by Auth0. It is used in the remote MCP demo to showcase the capabilities how the MCP server can be used to call a protected API on behalf of a user.

A Minecraft bot powered by large language models and Mineflayer API. This bot uses the Model Context Protocol (MCP) to enable Claude and other supported models to control a Minecraft character.

A Model Context Protocol (MCP) server implementation for interacting with the Smartlead API. This server provides tools for managing campaigns through Smartlead's API.

This Model Context Protocol (MCP) server is a learning project that leverages the RMCP (Rust Model Context Protocol) library to demonstrate:

Django MCP Server is an implementation of the Model Context Protocol (MCP) extension for Django. This module allows MCP Clients and AI agents to interact with any Django application seamlessly.

A Vertica MCP(model-context-protocol) Server

MCP RAG Serverは、Model Context Protocol (MCP)に準拠したRAG（Retrieval-Augmented Generation）機能を持つPythonサーバーです。マークダウン、テキスト、パワーポイント、PDFなど複数の形式のドキュメントをデータソースとして、multilingual-e5-largeモデルを使用してインデックス化し、ベクトル検索によって関連情報を取得する機能を提供します。