The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
An open-source AI agent that brings the power of Gemini directly into your terminal.
Ggoogle-gemini·29 days ago
npx @google/gemini-cli
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Jul 9, 2026
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microsoft
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This repository contains core libraries, test frameworks, engineering systems, pipelines, and tooling for Microsoft MCP Server contributors to unify engineering investments; and reduce duplication and divergence:
Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to large language models (LLMs). It allows AI applications to connect with various data sources and tools in a consistent manner, enhancing their capabilities and flexibility. MCP follows a client-server architecture:
MCP Hosts: Applications like AI assistants or IDEs that initiate connections.
MCP Clients: Connectors within the host application that maintain 1:1 connections with servers.
MCP Servers: Services that provide context and capabilities through the standardized MCP.
DESCRIPTION: A Model Context Protocol server with tools to use Azure Resource Graph to retrieve and filter information about Azure resources in a customer's subscription, and tools to manage ARM template deployments.
DESCRIPTION: This TypeScript project provides a local MCP server for Azure DevOps, enabling you to perform a wide range of Azure DevOps tasks directly from your code editor.
DESCRIPTION: An MCP server that enables AI assistants to interact with Azure Kubernetes Service (AKS) clusters. It serves as a bridge between AI tools and AKS, translating natural language requests into AKS operations and returning the results in a format the AI tools can understand.
DESCRIPTION: A specialized MCP server for Markdown processing and manipulation. Enables AI models to read, write, and transform Markdown content with robust parsing and formatting capabilities.
DESCRIPTION: The Microsoft 365 Agents Toolkit MCP Server is a Model Context Protocol (MCP) server that provides a seamless connection between AI agents and developers for building apps and agents for Microsoft 365 and Microsoft 365 Copilot.
DESCRIPTION: Calendar tools for creating, updating, deleting events, managing invites, and checking availability. Integrates with Microsoft Graph Calendar APIs.
DESCRIPTION: Search across M365 content including documents, emails, sites, files, and chats. Provides tools for starting and maintaining rich chat conversations against Microsoft Graph.
DESCRIPTION: Tools for retrieving user details, manager, team, or direct reportees from Microsoft Graph. Serves as the agent's self-knowledge and organizational awareness layer.
DESCRIPTION: MCP Server containing tools relating to Microsoft Admin Center. Integrates with Microsoft Admin Center APIs to provide admin action capabilities.
DESCRIPTION: This is a Model Context Protocol (MCP) server for the Microsoft Clarity data export API. It allows you to fetch analytics data from Clarity using Claude for Desktop or other MCP-compatible clients.
DESCRIPTION: Chat over your business data using NL - Discover tables, run queries, retrieve data, insert or update records, and execute custom prompts grounded in business knowledge and context.
DESCRIPTION: An MCP server for Microsoft Dev Box. Enables natural language interactions for developer-focused operations like managing Dev Boxes, configuring environments, and handling pools.
DESCRIPTION: A local-first MCP server providing AI agents with comprehensive access to Microsoft Fabric's public APIs, item definitions, and best practices. Enables AI-assisted development for all Fabric workloads without connecting to live environments.
DESCRIPTION: This server enables AI agents to interact with Fabric RTI services by providing tools through the MCP interface, allowing for seamless data querying and analysis capabilities.
DESCRIPTION: Access Microsoft Entra data by converting natural-language queries into Microsoft Graph API calls. Supports read-only enterprise IT scenarios including security posture, privileged access, application risk, access governance, device readiness, and audit telemetry.
DESCRIPTION: The data exploration tool collection in the Microsoft Sentinel Model Context Protocol (MCP) server lets you search for relevant tables and retrieve data from Microsoft Sentinel's data lake using natural language. Learn more: aka.ms/mcp/data-exploration.
DESCRIPTION: Chat with your business data the new agentic way using natural language and AI. Connect to any SQL database—from ground (on-premises) to Azure cloud to Microsoft Fabric via a simple connection string. Discover and define table schemas, manage tables, and perform CRUD operations through conversational prompts.
DESCRIPTION: Manage Microsoft Teams chats, channels, users, and messages via Graph API. Features server-side filtering, pagination, and token optimization.
DESCRIPTION: MCP Server containing tools to work with Microsoft Word documents. Enables reading and understanding documents, creating new ones, and collaborating through comments.
DESCRIPTION: OneDrive and SharePoint Remote MCP Server. All tools supporting OneDrive and SharePoint files integration exposed by the ODSP MCP endpoint are automatically discovered and made available.
DESCRIPTION: MCP server providing Microsoft Graph SharePoint tools for Lists. Includes site management, document libraries, lists, and collaboration features.
DESCRIPTION: This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.
