A collection of official Microsoft MCP servers, providing AI assistant integration tools for various services such as Azure, GitHub, Microsoft 365, and Fabric. It supports local and remote deployment, helping developers connect AI models with various data sources and tools through a standardized protocol.

This project is a collection of learning resources about Model Context Protocol (MCP), including guides, tools, and server implementations, aiming to help developers understand and apply the MCP standard. The project provides multiple example implementations of MCP servers, such as file system operations, Git management, GitHub integration, etc., as well as development guides and practical tools.

Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework designed for JupyterLab. It supports models from GitHub Copilot and other LLM providers, including local Ollama models. It significantly enhances productivity through features such as code generation, auto - completion, and chat interfaces, and supports the integration of Model Context Protocol (MCP) services.

The official NervusDB MCP Server provides functions such as code knowledge graph construction, project analysis, workflow automation, and code operations, supporting cross - language code relationship analysis and GitHub integration

An MCP server that can dynamically obtain coding rule files for AI agents from GitHub repositories without local storage, supporting multiple community rule sets and custom rule libraries.

An enhanced MCP server that supports intelligent retrieval, combination, and management of prompts from GitHub repositories, providing advanced search, real-time synchronization, and usage analysis functions.

This project is a toolset for managing and configuring multiple Model Context Protocol (MCP) servers, mainly serving AI assistants such as Claude Desktop. It provides functions such as file system access, SQLite database queries, web automation, and GitHub integration, and includes installation scripts, configuration templates, and security practice guides.

A service implementing the Model Context Protocol (MCP), providing tools for retrieving and analyzing the entire codebase, and supporting AI agents such as Cursor's Composer Agent to automatically read and understand the entire codebase.

This is an MCP server developed for the Cursor cloud agent API, which allows AI assistants to create and manage cloud agent tasks on GitHub repositories, providing functions such as task creation, status monitoring, and viewing conversation history.

This project integrates LLM with GitHub repository management functions through the Model Context Protocol (MCP) standard, providing automated tools such as PR analysis, issue tracking, tag, and version management to optimize team workflows.

A minimal MCP server project demonstrating how to implement GitHub OAuth authentication, including guides on GitHub App registration and testing.

This project implements an MCP server based on the FAISS vector database, supporting the Retrieval Augmented Generation (RAG) function, including a complete workflow such as GitHub file download, document indexing, local query, and LLM integration.

An MCP server that allows LLMs to use GitHub issues as a task source

The GitHub MCP Server provides the function of extracting differences from Pull Requests

NexusHub is a unified MCP server designed for the Claude AI tool, offering various functions such as file system access, database operations, vector search, and GitHub integration. It supports both HTTP and stdio protocols and includes a modern dashboard interface.

The JSON Resume MCP Server is an AI-driven tool that automatically updates JSON resumes by analyzing users' code projects. It supports GitHub integration and OpenAI to generate professional descriptions.

Instagit is an MCP server that enables AI programming assistants to instantly analyze and understand the source code of any GitHub repository, providing accurate integration, debugging, and code analysis capabilities based on real code rather than guesswork or outdated documentation.

This project guides developers on how to integrate the MCP service with GitHub Copilot to extend the capabilities of the AI-assisted development workflow. Through less than an hour of learning, users will set up the GitHub MCP server, implement Copilot proxy mode integration, and complete the full process practice from issue research to code submission.

An Outlook meeting scheduling MCP server based on the Microsoft Graph API, supporting the creation of calendar events, management of attendees, and integration with other MCP services (such as GitHub MCP) to achieve workflow automation.

A Cursor plugin tool that automatically generates Git differences and performs code reviews based on the MCP protocol, supporting GitHub PR review and Notion integration.

This project includes GitHub Actions workflows for automated CI/CD processes, including the main CI pipeline, cross - platform testing, and release processes. It supports multi - node testing, type checking, code style checking, unit testing, integration testing, and other functions.

A tool for GitHub Actions integration, providing workflow query, triggering, and release management functions

The GitHub Enterprise MCP Server provides an integration interface with the GitHub Enterprise API, supporting management functions for repositories, branches, issues, PRs, etc.

Obsidian GitHub MCP is a protocol server that connects AI assistants with Obsidian knowledge bases on GitHub. It supports reading, searching, and analyzing note documents stored on GitHub, enabling intelligent access to knowledge bases and integration with project management.

A Model Context Protocol (MCP) server for GitHub that provides integration with GitHub, allowing LLMs to interact with GitHub through MCP and supporting functions such as searching for repositories, issues, commits, code, users, topics, and tags.

A GitHub project management server implementing the Model Context Protocol, providing programmatic management capabilities for GitHub projects to LLM clients through standardized tools.

An MCP server for GitHub Actions integration, providing functions such as getting the list of Actions, triggering workflows, and getting release information. It supports configuring the GitHub token in multiple ways.

The Project Hub MCP Server is a comprehensive project management tool that provides local Git functions, GitHub integration, and project document management, supporting the complete workflow from project creation to code version control.

This project aims to regularly synchronize MCP server data from the official Cline Marketplace, provide an offline service market function, and include a service information storage and synchronization mechanism.

A GitHub integration server designed for Cursor IDE, providing RESTful APIs to manage GitHub repositories.

This project uses GitHub Actions to implement continuous integration and automated npm publishing, including a complete CI/CD process such as code inspection, testing, building, and version publishing.

MCP (Model Context Protocol) is a standardized protocol that enables AI agents to seamlessly communicate with various tools and services. GitHub integration provides repository management, code operations, issue management, and collaboration features.

A Docker image project named Goose, integrated with the MCP server, supporting connection to LLM models through Ollama and adding GitHub MCP services via command - line extensions.

Container Inc. MCP Server Deployment Tool

The GitHub Code Review Assistant MCP Server provides intelligent tools to analyze PR code patterns, propose improvement suggestions, check compliance with team standards, and support a complete code review workflow.

DocuMCP is an intelligent document deployment MCP server that provides a revolutionary document deployment solution for open - source projects through in - depth repository analysis, intelligent static site generator recommendation, and automated GitHub Pages deployment workflow.

The GitHub MCP Server CLI extension offers a simplified installation and authentication process and supports VS Code integration.

MCP Server DevOps Bridge is a bridge project connecting DevOps tools and AI assistants, providing a unified natural language interface, supporting cross - platform integration and autonomous agent workflows, including the integration of platforms such as Azure DevOps, GitHub, and Slack, as well as an intelligent memory system.

The MCP Development Agent is an intelligent development assistant based on the Model Context Protocol (MCP), providing memory management, document search, Git/GitHub integration, and code analysis functions. It supports CLI and SSE server modes and uses local AI models to achieve intelligent-assisted development.

A GitHub Model Context Protocol (MCP) server implemented in Go, supporting interaction functions such as repository management, branch operations, and file processing through the GitHub API.