All MCP Servers

A comprehensive MCP server enabling AI assistants to manage Jira issues and Confluence pages across both Cloud and Server/Data Center deployments.

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

A lightweight Windows automation server that enables AI agents to interact with the OS through UI automation, shell commands, and state analysis. It bridges LLMs with Windows environments for tasks like file navigation, application control, and web scraping.

A utility proxy server that transforms Model Context Protocol (MCP) servers into standard OpenAPI-compatible HTTP REST endpoints for easier integration with LLMs and web apps.

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support

A robust MCP server for the Notion API that enables AI agents to search, read, move, and edit Notion pages and databases (data sources).

A structured project management MCP server that implements a four-phase development workflow (Requirements, Design, Tasks, Implementation) with a real-time web dashboard and VSCode integration.

AI edge infrastructure for macOS. Run local or cloud models, share tools across apps via MCP, and power AI workflows with a native, always-on runtime.

A specialized MCP server for macOS that streamlines Xcode project management, app builds, simulation, and UI automation through an AI-integrated toolset.

Search Engine made for AIs by Exa

The Vizro MCP server enables the creation and validation of interactive data visualization dashboards via natural language, bridging Python's Vizro framework with LLM workflows.

A comprehensive MCP server leveraging AntV to generate over 25 types of interactive charts and geographic maps for data visualization and analysis.

A memory-powered agent framework that adds a persistent memory layer to AI coding assistants, enabling cross-IDE context retention and collaborative workspace memory.

Provides containerized development environments for coding agents, allowing them to work in isolated, parallel git-based containers powered by Dagger.

PromptX is a comprehensive AI agent context platform that provides specialized roles (Nuwa, Luban, Writer) and office document processing capabilities for Excel, Word, and PDF files.

Provides integration with Cloudflare Workers' compute and storage primitives, allowing AI models to manage R2, KV, D1, and other worker bindings.

(website) - A curated list of MCP servers by wong2

A comprehensive introductory MCP server demonstrating web search, image generation, and resource management using Python and FastMCP.

Neo.mjs is an AI-native application engine that uses a multi-threaded architecture and Model Context Protocol to allow AI agents to interact directly with a live web application runtime.

A comprehensive MCP server for manipulating Excel files without requiring Microsoft Excel, supporting data manipulation, formatting, charts, and pivot tables.

PPTAgent is an autonomous agentic framework for generating PowerPoint presentations with high visual appeal and structural coherence, featuring a two-stage research and design workflow.

A Python implementation of the Xiaozhi AI voice client that enables voice interaction, multi-modal vision, and IoT device integration via a modular MCP tool system.

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).

A powerful browser automation MCP server that uses Stagehand and Browserbase to let LLMs navigate web pages, extract structured data, and perform complex UI interactions with high performance and anti-detection capabilities.

- MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators.

Sourcebot is a code search and intelligence engine that enables natural language querying, IDE-level code navigation, and cross-repository search across GitHub, GitLab, and other hosts.

A bridge between AI assistants and the Tianji platform, allowing users to list, inspect, and query survey data and analytics directly through the Model Context Protocol.

A tool that integrates macOS native applications like Messages, Mail, Calendar, and Notes into the Model Context Protocol, enabling AI-driven automation of your Apple ecosystem.

A native macOS LLM server and MCP aggregator that runs local MLX models and connects to remote providers while exposing a suite of system tools for filesystem, browsing, and git operations.

(TypeScript)