Doroseek

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.

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.

Kodus MCP HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_query/osv_query_batch tools.

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

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。

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

An MCP server that allows AI agents to search Reddit or find specific leads by delegating the scraping task to Apify cloud actors.

Ultra slim integration, fast and secure. Control Shopify Admin tasks with agents or via prompt.

Playwright MCP server

MCP server for interacting with Neon Management API and databases

Search and book flights using natural language queries.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

A production-ready MCP server that gives AI agents deep codebase understanding. Features AST-based semantic analysis, context-aware security scanning (zero false positives on source code), safe refactoring tools with previews, and comprehensive Git operations.

Enable your AI assistant to generate instant, shareable flowcharts and Sankey diagrams directly in chat.

AI-powered image content safety detector using NSFWJS to classify potentially inappropriate content with fallback analysis, supporting GIF/Animated WebP/APNG and JPEG/PNG/WEBP.

A Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

GitLab API, enabling project management

Mysql_mcp_server_ddz

An MCP (Model Context Protocol) server that provides design guidance to help LLMs generate better, more modern web pages. This server focuses on teaching design principles and best practices rather than providing code templates.

GoalMochi isn’t a goal tracker—it’s a brand new way to manage your aspirations. Instead of juggling endless lists, GoalMochi guides you to focus on one goal at a time, forging a deeply personal narrative that keeps you motivated and on track. Powered by conversational AI, GoalMochi provides constructive insights and creative storytelling tailored to your unique motivations, helping you see your goal through to completion with a sense of momentum and fun. Goal Mochi works because it weaves proven visualization techniques into your planning process. Research shows that using mental imagery when forming implementation intentions leads to higher rates of goal achievement.¹ By collaborating with an AI “thought partner,” you’ll generate personally meaningful stories that tap into your intrinsic motivators, priming both your mind and emotions to move forward. It’s not about ticking boxes—it’s about intuitive goal management that meets you where you are and adapts with you. At the heart of this approach lies GoalMochi’s GoalMochi Agent, which transforms the typical, often dull process of goal tracking into an engaging, fun, and deeply resonant experience. With every completed goal, your insights and progress are securely captured, so you can reflect and build on them in the future. You don’t have to abandon your usual tools—track your tasks wherever you like. GoalMochi simply turns goal-tracking into a dynamic story that evolves, energizes, and empowers you to achieve what matters most. Getting started is EASY! 1. Email story@GoalMochi.com with some details about you and the goal you want to achieve 2. Log into GoalMochi.com with the same email address (or with a Google account connected to your email) to schedule a daily goal summary to be emailed to you 3. Email story@GoalMochi.com at any time to request a new story about your goal or give feedback, tell GoalMochi you've completed your goal and want to work on a new one, and so on. Stories from GoalMochi and daily summaries include AI deep research, so you're both inspired and informed!

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

SIGMAEO is a comprehensive SEO intelligence MCP server that provides 52 powerful tools for AI assistants like Claude and ChatGPT. Domain Intelligence: Analyze any website's traffic, authority metrics, keyword rankings, backlink profile, and identify top competitors. Keyword Research: Discover keyword opportunities with search volume, difficulty scores, CPC data, and topical clustering. Find content gaps between you and competitors. SERP Analysis: Get complete search results breakdowns including featured snippets, People Also Ask questions, and ranking factors for any keyword. Page Audits: Run comprehensive on-page SEO audits covering meta tags, headings, readability, E-E-A-T signals, and technical issues. Technical SEO: Check Core Web Vitals, crawl errors, internal linking structure, and site-wide technical health. Competitor Analysis: Compare multiple domains side-by-side, track ranking changes, and uncover competitor content strategies. AI Citation Tracking: Monitor your brand's presence in Google AI Overviews and responses from ChatGPT, Claude, Gemini, and Perplexity. Secure OAuth 2.0 authentication. Real-time data. Multi-region support for US, UK, AU, and more.

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.