Integrates Libvirt virtualization management with AI models via Ollama, allowing natural‑language interaction to control virtual machines.

A Model Context Protocol (MCP) server providing global weather, climate, air quality forecast, and geocoding services from measurespace.io, designed for integration with AI assistants.

AgentBay is Alibaba Cloud's serverless cloud infrastructure for AI Agents, providing a one-click environment for enterprises, developers, and AI vendors to configure and execute AI Agent tasks.

Morningstar MCP Server is a Python-based tool that exposes Morningstar's financial data and research tools for consumption via MCP.

Dappier MCP Server enables fast, free, real-time web search and access to premium data from trusted media brands, allowing users to build powerful AI agents by connecting Large Language Models (LLMs) to real-time, rights-cleared, and proprietary data sources.

twitter-mcp is a Model Context Protocol (MCP) server that enables interaction with Twitter, allowing users to post tweets and search for tweets programmatically.

PromptPilot is an AI-powered web application designed to assist users in generating and enhancing prompts for various generative AI models, offering both quick generation and a unique conversational guide for crafting high-quality, detailed prompts.

MCP Server for Kubernetes management commands, enabling interaction with Kubernetes clusters to manage pods, deployments, and services.

Flyworks MCP is a Model Context Protocol (MCP) server that provides a convenient interface for interacting with the Flyworks API, enabling fast and free lipsync video creation for a wide range of digital avatars.

Figma-Context-MCP is a Model Context Protocol (MCP) server that provides Figma layout information to AI coding agents. It bridges design and development by enabling AI tools to directly access and interpret Figma design data for more accurate and efficient code generation.

Apt MCP Server is a TypeScript-based server that allows AI agents and developer tools to control the `apt` package manager on Linux. It provides a programmatic interface for managing software packages and automating system administration tasks.

Datadog MCP Server is a Model Context Protocol (MCP) server that interacts with the official Datadog API. It enables users to access and manage various Datadog functionalities, including monitoring, dashboards, metrics, events, logs, and incidents.

Shopify MCP Server is a tool that enables interaction with Shopify API for managing store data through GraphQL API.

algorand-mcp is an implementation for interacting with the Algorand blockchain. It provides a standardized way for applications to offer context to Large Language Models (LLMs), enabling them to be more effective and useful by providing them with tools, resources, and instructions.

A2A-MCP-Server is a Python-based Model Context Protocol (MCP) server that bridges MCP with the Agent-to-Agent (A2A) protocol. It enables MCP-compatible AI assistants like Claude to seamlessly interact with various Google A2A agents, extending their capabilities.

APIWeaver is a FastMCP server that dynamically creates MCP servers from web API configurations. It enables seamless integration of any REST API, GraphQL endpoint, or web service into MCP-compatible tools, particularly for use with AI assistants.

Gmail-MCP-Server is a Model Context Protocol (MCP) server that integrates Gmail functionalities into AI assistants like Claude Desktop. It enables natural language interaction for email management, supporting features like sending, reading, and organizing emails.

Image-Generation-MCP-Server is an MCP server that generates images from text prompts using the Replicate Flux model. Its main purpose is to provide a flexible and configurable tool for creating images based on textual descriptions.

JSON-MCP-Server is a JSON Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to query and manipulate JSON data. It provides advanced data interaction capabilities through standardized tools and JSONPath syntax.

Provides a simple interface to query documents through a Langflow backend using the Model Context Protocol.

MCP-Server-Creator is a powerful Model Context Protocol (MCP) server that creates other MCP servers, providing tools for dynamically generating FastMCP server configurations and Python code.

Provides tools for creating, editing, and enhancing PowerPoint presentations through a comprehensive set of MCP operations powered by python-pptx.

Automates creation and editing of Microsoft Visio diagrams via a standardized API, enabling programmatic shape manipulation, connection, text addition, and file operations using Python and COM.

Creates, reads, and manipulates Microsoft Word documents through a standardized interface for AI assistants, enabling rich editing, formatting, and analysis capabilities.

A Model Context Protocol (MCP) server for generating various types of charts using QuickChart.io, enabling chart creation through MCP tools.

A Redis MCP server implementation for interacting with Redis databases, enabling LLMs to interact with Redis key-value stores through a set of standardized tools.

A Travel Planner Model Context Protocol (MCP) server implementation for interacting with Google Maps and travel planning services, enabling LLMs to perform travel-related tasks.

OpenCV MCP Server provides OpenCV's image and video processing capabilities through the Model Context Protocol (MCP), allowing AI assistants and language models to access powerful computer vision tools.

A database‑backed MCP server that stores project decisions, progress, architecture, custom data, and vector embeddings, allowing AI assistants in IDEs to retrieve precise, up‑to‑date context for generation tasks.

SHODAN-MCP is a powerful interface to the Shodan API, designed to simplify interaction with the world's first search engine for Internet-connected devices. It provides a comprehensive set of tools for security researchers, penetration testers, and cybersecurity professionals to explore, analyze, and monitor the global internet landscape.

mcp-server-simulator-ios-idb is a Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to interact with and control iOS simulators through natural language commands. It acts as a bridge, allowing LLMs to automate various aspects of iOS simulators and applications.

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.