All MCP Servers

A comprehensive MCP bridge for Unity, enabling AI assistants to control the Unity Editor. It provides extensive tools for asset management, scene manipulation, component editing, and script validation across multiple Unity instances.

Viper is a comprehensive adversary simulation and Red Teaming platform that integrates an LLM agent, automated workflows, and over 100 post-exploitation modules covering the MITRE ATT&CK framework.

Kiln is an open-source platform for building, evaluating, and optimizing AI systems, supporting RAG pipelines, fine-tuning, and synthetic data generation. It functions as a production-ready framework for managing AI datasets and complex agentic workflows.

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com

A lightweight MCP server for running untrusted user or AI code in secure, hardware-isolated microVMs with near-instant boot times.

Firebase's experimental MCP Server to power your AI Tools

A comprehensive deep research agent that leverages various LLMs and search engines to generate detailed, structured research reports with MIT license support.

HttpRunner is a comprehensive automated testing framework that provides MCP capabilities for UI automation across Android, iOS, Browser, and HarmonyOS, integrated with LLM technologies.

A tool designed for intelligence gathering on Chinese enterprises, enabling automated collection of ICP filings, apps, WeChat accounts, and subsidiary information via various business data APIs.

A specialized MCP server that generates and integrates high-quality React UI components directly into IDEs like Cursor and VS Code, leveraging the 21st.dev component library.

kubefwd provides bulk port forwarding for Kubernetes services, allowing local development machines to access remote cluster services by name with unique IP allocation and automatic reconnection.

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

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.

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.

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.

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

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 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).