Forge MCP Server

The TestingBot MCP server allows you to take screenshots of your website on multiple browsers and operating systems. Create CDP sessions and interface with the TestingBot service.

Browser automation and web scraping

Zhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

Provides a bridge for scripts and AI agents to interact with a self-hosted Vaultwarden instance.

MCP server to provide Figma layout information to AI coding agents like Cursor

Location services, directions, and place details

The World's First AI Music MCP Beyond images and video, your agent can now generate music.

Orchestrates remote server tasks via SSH and SFTP with a persistent queue. Ideal for DevOps and AI agents.

Enterprise-Grade HR Assistant leveraging Model Context Protocol for seamless employee data and HR policy queries

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。 如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

Search the official Redpanda documentation and return the most relevant sections from it for a user query. Each returned section includes the url and its actual content in markdown. Use this tool for all queries that require Redpanda knowledge. Results are ordered by relevance, with the most relevant result returned first. Returns up to 5 results by default to manage token usage. Use top_k parameter (1-15) to request more or fewer results.

Read-only database access with schema inspection

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

Web content fetching and conversion for efficient LLM usage

为AI提供亚马逊各站点的销售市场、产品、关键词等相关数据、提供多维度综合分析报告。 { "mcpServers": { "sorftime": { "type": "streamableHttp", "url": "https://mcp.sorftime.com?key=${AUTH_KEY}" } } }

Transform AI prompts with intelligent context detection, 50+ professional optimization techniques, and seamless team collaboration. Integrated with Claude Desktop, Cursor, Windsurf, and 17+ MCP clients. • **100% Local Processing** - All prompt optimization is done on your machine, ensuring complete privacy and confidentiality. • **Offline Capability** - Works without an internet connection, making it ideal for secure or air-gapped environments. • **Advanced Local Prompt Intelligence** - Sophisticated content analysis and optimization performed directly on your machine, including context-aware optimization for debugging and technical prompts. • **Cross-Platform Support** - Universal compatibility for Windows, macOS, and Linux. • **Binary Integrity Verification** - SHA256 hash validation ensures the integrity of the local server. • **Technical Parameter Preservation** - Maintains code blocks, API calls, and other technical details during optimization, including parameters like --ar and --v. • **Debugging Scenario Detection** - Context-aware optimization tailored for debugging and technical prompts.

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

Secure file operations with configurable access controls

Enables PowerShell console to function as an MCP server for Claude Desktop.

高德地图官方 MCP Server

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

Mcp Property Valuation Server