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# Perplexity Ask MCP Server An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research. Please refer to the official [DeepWiki pa
# Firecrawl MCP Server A Model Context Protocol (MCP) server implementation that integrates with [Firecrawl](https://github.com/mendableai/firecrawl) for web scraping capabilities. > Big thanks
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to c
Enables querying and analyzing MongoDB databases with read-only access, providing operations for exploration, schema inference, querying, aggregation, text search, and geospatial analysis.
Integrates with Google Custom Search Engine to enable automated web crawling, content extraction, and search result parsing for data collection and analysis at scale.
Content and product marketing tools, including a standardized editing code system, writing guidelines, web metadata generator, and product communication framework.
Helps you and your AI agents throughout the entire development process—from writing SQL to tuning performance safely.
Integrates with Brave Search API to enable web research capabilities through tools for general queries, location-based searches, and multi-step research workflows for synthesizing information from multiple sources.
Integrates with JADX-GUI to enable reverse engineering of Java and Android applications through decompiled code analysis, method searching, and access to both Java and Smali representations.
Integrates with Xueqiu (雪球) financial platform to provide real-time Chinese stock market data, company financials, and investor sentiment analysis for comprehensive equity research and market trend tracking.
Provides a unified Docker-based server with over 100 integrated tools spanning file operations, web search, browser automation, data analysis, and document management through a modular architecture that encapsulates domain knowledge in vertical agents for complex workflows.
Integrates Perplexity AI's API, enabling web-based research and cited answers through real-time search capabilities.
Provides a conversational interface to the NIH's research database, enabling users to search for funded projects and publications with detailed results formatted in markdown.
Integrates with Bing Search API to collect, parse, and analyze search data.
Integrates Puppeteer with Steel SDK for browser automation, enabling complex web interactions and data extraction.
Integrates with Kaggle's API to enable competition participation, dataset management, kernel operations, and model submissions for data scientists and machine learning practitioners.
Integrates with CiteAs and Google Scholar to retrieve BibTeX-formatted citation data using DOIs, URLs, or keywords for seamless research citation workflows.
Provides structured reasoning and persistent knowledge graph capabilities for complex problem-solving with transparent thinking processes and memory across conversations.
Integrates with entscheidsuche.ch to provide access to Swiss court decisions through tools for searching legal documents, retrieving content, and listing courts by canton for legal research and analysis.
Integrates with Perplexity Sonar Pro API to provide real-time research assistance for developers, enabling efficient documentation retrieval, API discovery, and code analysis
Top Rated
# Perplexity Ask MCP Server An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research. Please refer to the official [DeepWiki pa
# Firecrawl MCP Server A Model Context Protocol (MCP) server implementation that integrates with [Firecrawl](https://github.com/mendableai/firecrawl) for web scraping capabilities. > Big thanks
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to c
Enables querying and analyzing MongoDB databases with read-only access, providing operations for exploration, schema inference, querying, aggregation, text search, and geospatial analysis.
Integrates with Google Custom Search Engine to enable automated web crawling, content extraction, and search result parsing for data collection and analysis at scale.
Content and product marketing tools, including a standardized editing code system, writing guidelines, web metadata generator, and product communication framework.
Helps you and your AI agents throughout the entire development process—from writing SQL to tuning performance safely.
Integrates with Brave Search API to enable web research capabilities through tools for general queries, location-based searches, and multi-step research workflows for synthesizing information from multiple sources.
Integrates with JADX-GUI to enable reverse engineering of Java and Android applications through decompiled code analysis, method searching, and access to both Java and Smali representations.
Integrates with Xueqiu (雪球) financial platform to provide real-time Chinese stock market data, company financials, and investor sentiment analysis for comprehensive equity research and market trend tracking.
Provides a unified Docker-based server with over 100 integrated tools spanning file operations, web search, browser automation, data analysis, and document management through a modular architecture that encapsulates domain knowledge in vertical agents for complex workflows.
Integrates Perplexity AI's API, enabling web-based research and cited answers through real-time search capabilities.
Provides a conversational interface to the NIH's research database, enabling users to search for funded projects and publications with detailed results formatted in markdown.
Integrates with Bing Search API to collect, parse, and analyze search data.
Integrates Puppeteer with Steel SDK for browser automation, enabling complex web interactions and data extraction.
Integrates with Kaggle's API to enable competition participation, dataset management, kernel operations, and model submissions for data scientists and machine learning practitioners.
Integrates with CiteAs and Google Scholar to retrieve BibTeX-formatted citation data using DOIs, URLs, or keywords for seamless research citation workflows.
Provides structured reasoning and persistent knowledge graph capabilities for complex problem-solving with transparent thinking processes and memory across conversations.
Integrates with entscheidsuche.ch to provide access to Swiss court decisions through tools for searching legal documents, retrieving content, and listing courts by canton for legal research and analysis.
Integrates with Perplexity Sonar Pro API to provide real-time research assistance for developers, enabling efficient documentation retrieval, API discovery, and code analysis
MCP SERVER
Google Maps Location services, directions, and place details # Google Maps MCP Server MCP Server for the Google Maps API. ## Tools 1. \`maps_geocode\` - Convert address to coordinat
@alipay/mcp-server-alipay 是支付宝开放平台提供的 MCP Server，让你可以轻松将支付宝开放平台提供的交易创建、查询、退款等能力集成到你的 LLM 应用中，并进一步创建具备支付能力的智能工具。 # 简介 @alipay/mcp-server-alipay 是支付宝开放平台提供的 MCP Server，让你可以轻松将支付宝开放平台提供的交易创建、查询、退款等能力
Brave Search Web and local search using Brave's Search API # Brave Search MCP Server An MCP server implementation that integrates the Brave Search API, providing both web and local search capab
Enables natural language management of Prisma Postgres databases, including creating instances, running schema migrations, and managing tables through the Prisma CLI
# Perplexity Ask MCP Server An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research. Please refer to the official [DeepWiki pa
# 百度地图 MCP Server ## 概述 百度地图API现已全面兼容[MCP协议](https://modelcontextprotocol.io/)，是国内首家兼容MCP协议的地图服务商。 百度地图提供的MCP Server，包含10个符合MCP协议标准的API接口，涵盖逆地理编码、地点检索、路线规划等。 依赖\`MCP Python SDK\`和\`MCP Typ
Puppeteer Browser automation and web scraping # Puppeteer A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact wit
高德地图为实现 LBS 服务与 LLM 更好的交互，高德地图 MCP Server 现已覆盖12大核心服务接口，提供全场景覆盖的地图服务，包括地理编码、逆地理编码、IP 定位、天气查询、骑行路径规划、步行路径规划、驾车路径规划、公交路径规划、距离测量、关键词搜索、周边搜索、详情搜索等。为进一步提高开发者接入效率与体验，高德地图开放平台为开发者提供了通用级 SSE 协议 MCP 服务解决方案。
A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. This server enables searching documents, analyzing indices, and managing cluster through a
Special thanks to: ### [Warp, the AI terminal for developers](https://www.warp.dev/?utm_source=github&utm_medium=referral&utm_campaign=mcp-playwright) [Available f
Fetch Web content fetching and conversion for efficient LLM usage # Fetch MCP Server A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to
# Firecrawl MCP Server A Model Context Protocol (MCP) server implementation that integrates with [Firecrawl](https://github.com/mendableai/firecrawl) for web scraping capabilities. > Big thanks
# APISIX Model Context Protocol (MCP) Server [](https://smithery.ai/server/@api7/apisix-mcp) APISIX Model Context Protocol (MCP) server
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to c
AI Agent Marketplace Index MCP server to search more than 5000+ AI agents and tools of various categories from AI Agent Marketplace Index and monitor traffic of AI Agents.
Filesystem Secure file operations with configurable access controls # Filesystem MCP Server Node.js server implementing Model Context Protocol (MCP) for filesystem operations. ## Features
Sequential Thinking Dynamic and reflective problem solving through thought sequences # Sequential Thinking MCP Server An MCP server implementation that provides a tool for dynamic and reflectiv
Integrates terminal and filesystem capabilities for executing system commands, managing processes, and performing advanced file operations on the local system.
# BrowserTools MCP > Make your AI tools 10x more aware and capable of interacting with your browser This application is a powerful browser monitoring and interaction tool that enables AI-powered
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Reviews
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Official MCP Servers Repo with updated selected official and third party MCP servers.
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I am using the Cursor Agent mode and asked Cursor to fetch the arxiv paper and load the content and summarize the results. This task succeeded and the overall time to fetch the content is also quite fast.
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It is interesting to integrate the perplexity ask server and tool MCP. And It feels like you are ask the question and you will get two answer from your local AI app as well as external "research" information from perplexity.
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大家在使用可灵AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用抖音的即梦AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用快手(Kuaishou Kwai)短视频的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用小红书(Xiaohongshu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的AI问答功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎(Zhihu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用京东(JD)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用淘宝(Taobao)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用支付宝(Alipay)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用拼多多(PPD Temu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用快手(Kuaishou)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用抖音(Douyin Tiktok)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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Please leave your thoughts on the best and coolest AI Generated Images.
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Please leave your thoughts on free alternatives to Midjourney Stable Diffusion and other AI Image Generators.
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Please leave your thoughs on the most scary or creepiest AI Generated Images.
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We are witnessing great success in recent development of generative Artificial Intelligence in many fields, such as AI assistant, Chatbot, AI Writer. Among all the AI native products, AI Search Engine such as Perplexity, Gemini and SearchGPT are most attrative to website owners, bloggers and web content publishers. AI Search Engine is a new tool to provide answers directly to users' questions (queries). In this blog, we will give some brief introduction to basic concepts of AI Search Engine, including Large Language Models (LLM), Retrieval-Augmented Generation(RAG), Citations and Sources. Then we will highlight some majors differences between traditional Search Engine Optimization (SEO) and Generative Engine Optimization(GEO). And then we will cover some latest research and strategies to help website owners or content publishers to better optimize their content in Generative AI Search Engines.
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We are seeing more applications of robotaxi and self-driving vehicles worldwide. Many large companies such as Waymo, Tesla and Baidu are accelerating their speed of robotaxi deployment in multiple cities. Some human drivers especially cab drivers worry that they will lose their jobs due to AI. They argue that the lower operating cost and AI can work technically 24 hours a day without any rest like human will have more competing advantage than humans. What do you think?
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