"A graph database management system: Neo4j" matching MCP servers:

Enables AI agents to manage live Firefox tabs and native tab groups via MCP tools over stdio, with exact-match verification and safety constraints. It does not read page content or send browser data remotely.

Enables AI agents to control a Playwright-driven browser through natural-language instructions, including page interaction and live browser task execution.

Enables AI assistants to search for vehicles, manage reservations, and access Enterprise Plus loyalty account information through headless browser automation on enterprise.com. It supports the complete car rental workflow including vehicle searching, booking, modifications, and points balance checks.

Provides a local MCP server for AI-powered web crawling on Windows, enabling agents to directly crawl and extract web content without requiring WSL.

An unofficial MCP server for Cambridge's CamCORS system, enabling supervision report management through a Chrome browser.

Enables macOS system automation, window management, and productivity tools for AI agents, including running AppleScripts, opening apps, retrieving browser tabs, taking screenshots, and controlling system settings.

A powerful MCP server with 116 practical tools across 9 categories including compression, web, file system, data processing, text, system, utilities, subagent AI, and browser automation.

Connect to a sales recorder system (or POS, cash register).

Bridges AI assistants with the Zhengfang V-9.0 educational system (CAS + MFA), offering 15 tools for course, grade, and academic management.

An MCP server for comprehensive browser automation and full local PC control via shell commands and Python execution. It enables tasks like web navigation, file system management, and remote access through SSE with token authentication.

A production-ready MCP server with file management, HTTP requests, system info, and environment variable tools, plus a management UI and dual transport for Claude Desktop and Claude.ai.

Captures website design evidence across responsive conditions and packages it into a portable design system for reuse by other agents.

An MCP server that equips AI agents with real-world tools including file operations, read-only MySQL queries, web summarization, safe calculations, and system info. It uses stdio transport and enforces safety guardrails like SELECT-only database access and AST-based math evaluation.

Enables searching GitHub repositories, fetching readable web page text, and querying a local book database through MCP tool calls.

A lightweight MCP server that bridges AI agents and macOS, enabling automation of file navigation, application control, UI interaction, browser automation, and system operations.

A memory server that manages a knowledge graph with entities and relations, supports internet search via DuckDuckGo, and stores dialogue history, enabling persistent memory and web interaction for AI assistants.

A model context protocol server for Deepin Linux, providing system control, file management, web search, browser automation, and Git operations.

A custom MCP server for Playwright browser automation and system control, providing 25 tools to enable Claude Code to perform web interactions and system tasks via natural language.

Connects a Xiaozhi AI voice agent to a Windows PC, enabling autonomous control via 58 MCP tools for screen vision, web browsing, file management, and system control.

Enables frontend navigation and browser automation through a deterministic MCP server, integrating Browser Use and optional code graph hints for coding agents.