Operations substrate for AI agents that use real software: 311 sites/tools, logged-in browsers, desktop apps, local tools, MCP, policy, evidence, AgentEnvelope v2, and self-repair.
Draw.io Model Context Protocol (MCP) Server
Coding assistant MCP for Claude Desktop that enables pair programming with Claude
An MCP server for AI to connect and manage Jupyter Notebooks in real-time
Standalone Roblox Studio MCP Server
MCP server that provides tools and resources for interacting with n8n API
MCP Server for AI automation of the PlayCanvas Editor
A comprehensive MCP server for PowerPoint manipulation using python-pptx, providing 34 specialized tools for creating, editing, and managing presentations.
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow.
小红书创作者MCP工具包，支持通过MCP协议与AI客户端集成，实现内容创作、发布及创作者数据分析
MCP server for Kubernetes - control your entire infrastructure through natural language conversations with AI. Published in CNCF Landscape.
MCP server for fetch web page content using Playwright headless browser.
Shell and coding agent for Claude and other mcp clients
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
An MCP server that autonomously evaluates web applications.
SSH-based MCP server that allows remote execution of SSH commands via the MCP protocol.
MCP server exposing SSH control for Linux servers via Model Context Protocol.
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with real-world visual perception through image object detection, localization, and captioning APIs.
An MCP server that enables AI agents to control web browsers using browser-use
Scrapeless official MCP server for web scraping, browser automation, and search integration.
Give your AI agent a real browser — with a human in the loop. MCP-native browser control plane.
Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
An MCP server that provides control over Android devices via adb
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
MCP server implementation for 1Panel server management panel
A Model Context Protocol (MCP) server for Metasploit Framework integration
影刀RPA MCP Server - 基于Model Context Protocol为影刀AI Power及其他MCP Host提供RPA自动化能力
A MCP server for Home Assistant - enables natural language control and monitoring of smart home devices through the Model Context Protocol
