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MCP SERVER
# Tavily MCP Server > **Compatible with , , , , and any other MCP Clients!** > > Tavily MCP is also compatible with any MCP client > > on combining Tavily MCP with Neo4j MCP server! > > Integrating Tavily MCP with Cline in VS Code ( Demo + Example Use-Cases) > The Model Context Protocol (MCP) is an open standard that enables AI systems to interact seamlessly with
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。 ### AMAP 高德地图 MCP SERVER CONFIG \`\`\` \{ "mcpServers": \{ "amap-amap-sse": \{ "url": "https://mcp.amap.com/sse?key=$\{your API KEY\}" \} \} \} \`\`\` ## 产品介
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 coordinates - Input: \`address\` (string) - Returns: location, formatted_address, place_id 2. \`maps_reverse_geocode\` - Convert coordinates to address - Inputs: - \`latitude\` (numb
@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。 以下是一个虚构的简化使用场景，用于方便理解工具能力： 一位插画师希望通过提供定制的原创插画服务谋取收入。传统方式下，他/她需要和每位客户反复沟通需求、确定价格，并发送支付链接，然后再人工确认支付情况，这个过程繁琐且费时。 现在，插画师利用支付宝 MCP Server 与智能 Agent 工具，通过 Agent 搭建
PayPal PayPal's official MCP server. Model Context Protocol (MCP) facilitates the management and transmission of relevant information to models, ensuring their effective operation within specified contexts. Leveraging this technology, PayPal developed an MCP server that enables merchants to interact with their preferred MCP clients using natural language. This functionality allows users to ef
Prisma Quickstart • Website • Docs • Examples • Blog • Discord • Twitter • Youtube ## What is Prisma? Prisma ORM is a **next-generation ORM** that consists of these tools: - : Auto-generated and type-safe query builder for Node.js & TypeScript - : Declarative data modeling &
# 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 for assistance with implementation. # High-level System Architecture *Credits: DeepWiki powered by Devin* ## Tools - **perplexity_ask** - Engage in a conversation with the Sonar
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 with web pages, take screenshots, and execute JavaScript in a real browser environment. ## Components ### Tools - **puppeteer_navigate** - Navigate to any URL in the browser - Inputs:
](https://pypi.org/project/excel-mcp-server/) ](https://pepy.tech/project/excel-mcp-server) ](https://opensource.org/licenses/MIT) ](https://smithery.ai/server/@haris-musa/excel-mcp-server) ](https://cursor.com/install-mcp?name=excel-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGV4Y2VsLW1jcC1zZXJ2ZXIgc3RkaW8ifQ%3D%3D) A Model Context Protocol (MCP) server that lets you manipulate Excel
Special thanks to: ### # Playwright MCP Server ](https://smithery.ai/server/@executeautomation/playwright-mcp-server) A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages, take screenshots, generate test code, web scraps the page and execute JavaScrip
# Firecrawl MCP Server A Model Context Protocol (MCP) server implementation that integrates with for web scraping capabilities. > Big thanks to , for the initial implementation! ## Features - Web scraping, crawling, and discovery - Search and content extraction - Deep research and batch scraping - Automatic retries and rate limiting - Cloud and self-hosted support - SSE suppor
Bridge LLMs with the APISIX Admin API to manage and analyze API gateway information.
# Model Context Protocol servers This repository is a collection of *reference implementations* for the (MCP), as well as references to community built servers and additional resources. The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources.
# AI Agent Marketplace Index Search MCP Server MCP Server for AI Agent Marketplace Index from DeepNLP, , allowing AI assistants to searches available AI agents Navigation Page function, tools or use cases by "keywords" or "category". such as find all the "AI coding agents", "GUI AI Agents", "Mobile Use Agent", "Desktop Use Agent", etc. ## Features - Search AI Agents by query or category, find a
Filesystem Secure file operations with configurable access controls # Filesystem MCP Server Node.js server implementing Model Context Protocol (MCP) for filesystem operations. ## Features - Read/write files - Create/list/delete directories - Move files/directories - Search files - Get file metadata **Note**: The server will only allow operations within directories specified via
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 reflective problem-solving through a structured thinking process. ## Features - Break down complex problems into manageable steps - Revise and refine thoughts as understanding deepens - Branch into alt
# Desktop Commander MCP ### Search, update, manage files and run terminal commands with AI ](https://www.npmjs.com/package/@wonderwhy-er/desktop-commander) ](https://smithery.ai/server/@wonderwhy-er/desktop-commander) ](https://www.buymeacoffee.com/wonderwhyer) ](https://discord.gg/kQ27sNnZr7) Work with code and text, run processes, and automate tasks, going far beyond other AI editors - with
# 21st.dev Magic AI Agent Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions. It integrates seamlessly with popular IDEs and provides a streamlined workflow for UI development. ## Features - **AI-Powered UI Generation**: Create UI components by describing them in natural lang
# AgentQL MCP Server This is a Model Context Protocol (MCP) server that integrates 's data extraction capabilities. ## Features ### Tools - \`extract-web-data\` - extract structured data from a given 'url', using 'prompt' as a description of actual data and its fields to extract. ## Installation To use AgentQL MCP Server to extract data from web pages, you need to install it via
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 capabilities. ## Features - **Web Search**: General queries, news, articles, with pagination and freshness controls - **Local Search**: Find businesses, restaurants, and services with detailed infor
Official
Integrates Claude Desktop with Neovim, enabling AI-enhanced coding assistance within the familiar Vim environment through direct interaction with buffers and commands.
# ClickHouse MCP Server ](https://pypi.org/project/mcp-clickhouse) An MCP server for ClickHouse. ## Features ### Tools * \`run_select_query\` - Execute SQL queries on your ClickHouse cluster. - Input: \`sql\` (string): The SQL query to execute. - All ClickHouse queries are run with \`readonly = 1\` to ensure they are safe. * \`list_databases\` - List all databases on your ClickHouse
# go-mcp This project is a Model Context Protocol (MCP) server designed to provide Go documentation tools for AI assistants. It exposes Go's documentation and package listing capabilities through MCP, allowing AI systems to access official Go documentation and understand Go codebases more effectively. ## Features - **Go Documentation Access**: Query documentation for Go packages, types, functio
# CMD MCP Server ](https://smithery.ai/server/server-cmd) A Model Context Protocol (MCP) server implementation for executing CMD commands on both Windows and Linux, as well as allowing SSH connections. This server allows you to integrate command-line operations with MCP-compatible applications. ## Features - Execute CMD commands through MCP - TypeScript implementation - Built on the official
# UnrealMCP Plugin # VERY WIP REPO I'm working on adding more tools now and cleaning up the codebase, I plan to allow for easy tool extension outside the main plugin This is very much a work in progress, and I need to clean up a lot of stuff!!!!! Also, I only use windows, so I don't know how this would be setup for mac/unix ## Overview UnrealMCP is an Unofficial Unreal Engine plugin designed
# Unreal Engine Code Analyzer MCP Server A Model Context Protocol (MCP) server that provides powerful source code analysis capabilities for Unreal Engine codebases. This tool enables AI assistants like Claude and Cline to deeply understand and analyze Unreal Engine source code. ## Features - **Class Analysis**: Get detailed information about C++ classes including methods, properties, and i
# Grafana MCP server A [Model Context Protocol][mcp] (MCP) server for Grafana. This provides access to your Grafana instance and the surrounding ecosystem. ## Requirements - **Grafana version 9.0 or later** is required for full functionality. Some features, particularly datasource-related operations, may not work correctly with earlier versions due to missing API endpoints. ## Features _The
# Atlassian Confluence MCP Server This project provides a Model Context Protocol (MCP) server that acts as a bridge between AI assistants (like Anthropic's Claude, Cursor AI, or other MCP-compatible clients) and your Atlassian Confluence instance. It allows AI to securely access and interact with your Confluence spaces and pages in real time. --- # Overview ## What is MCP? Model Context Proto
# MCP Stripe Server ](https://smithery.ai/server/@atharvagupta2003/mcp-stripe) A Model Context Protocol (MCP) server implementation that integrates with Stripe for handling payments, customers, and refunds. This server provides a structured API to manage financial transactions securely. # Demo ## Requirements - Python 3.8+ - MCP SDK 0.1.0+ - Stripe Python SDK - dotenv ## Components ### Reso
# KMB Bus MCP Server A Model Context Protocol (MCP) server that provides real-time access to Hong Kong's KMB (九龍巴士) and Long Win Bus (龍運巴士) route information and arrival times. This server enables Language Models to query Hong Kong bus service information to answer user questions about bus routes, stops, and estimated arrival times. ## Features - Real-time bus arrival information (ETA) - Compre
# AgentRPC > Universal RPC layer for AI agents across network boundaries and languages ## Overview AgentRPC allows you to connect to any function, in any language, across network boundaries. It's ideal when you have services deployed in: - Private VPCs - Kubernetes clusters - Multiple cloud environments AgentRPC wraps your functions in a universal RPC interface, connecting them to a hoste
# MCP Twitter ## Description MCP Twitter is a server based on the Model Context Protocol that allows direct interaction with Twitter/X. It exposes various Twitter API functionalities through a standardized set of tools, enabling AI models and applications to perform actions on Twitter. ## Features This MCP server provides the following actions: - **\`create_twitter_post\`**: Create a new X/Twi
# HDW MCP Server ](https://smithery.ai/server/@horizondatawave/hdw-mcp-server) A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API, enabling not only data retrieval but also robust management of user accounts. --- ## Features - **LinkedIn Users Search:** Filter and search for LinkedIn users by keywords, name
# Crawl4AI MCP Server A Model Context Protocol (MCP) server implementation that integrates Crawl4AI with Cursor AI, providing web scraping and crawling capabilities as tools for LLMs in Cursor Composer's agent mode. ## System Requirements Python 3.10 or higher installed. ## Current Features - Single page scraping - Website crawling ## Installation Basic setup instructions also available in
# Semgrep MCP Server ](https://lmstudio.ai/install-mcp?name=semgrep&config=eyJ1cmwiOiJodHRwczovL21jcC5zZW1ncmVwLmFpL21jcCIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciA8WU9VUl9IRl9UT0tFTj4ifX0%3D) ](cursor://anysphere.cursor-deeplink/mcp/install?name=semgrep&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJzZW1ncmVw
# Postman MCP Server ](https://smithery.ai/server/postman-api-server) **Version:** v0.2.0 An MCP server that provides access to the API. Functionality is based on the . For more information, see the . This project is part of the Model Context Protocol (MCP) initiative from Anthropic. For more information, visit the and the announcement on the . **** > [!WARNING] > This project is current
# MCP Nutanix A Model Context Protocol (MCP) server for interacting with Nutanix Prism Central APIs through Large Language Models (LLMs). ## ⚠️ Disclaimer **THIS IS AN EXPERIMENTAL PROJECT** This project was created as a personal project to explore the capabilities of the Model Context Protocol frameworks in Go. It is: - **NOT** an official Nutanix product or tool - **NOT** supported, endorse
](https://github.com/JetBrains#jetbrains-on-github) # JetBrains MCP Proxy Server The server proxies requests from client to JetBrains IDE. ## Install MCP Server plugin https://plugins.jetbrains.com/plugin/26071-mcp-server ## Usage with Claude Desktop To use this with Claude Desktop, add the following to your \`claude_desktop_config.json\`. The full path on MacOS: \`~/Library/Application\ Supp
# MCP Memory Server A Model Context Protocol (MCP) server for Claude Desktop that provides structured memory management across chat sessions, specifically designed for project-based work. ## Project-Focused Memory Management This MCP server is specifically designed to help Claude maintain context and knowledge within project directories when used with Claude Desktop. It allows Claude to: - Cre
# Pinecone Developer MCP Server The (MCP) is a standard that allows coding assistants and other AI tools to interact with platforms like Pinecone. The Pinecone Developer MCP Server allows you to connect these tools with Pinecone projects and documentation. Once connected, AI tools can: * Search to answer questions accurately. * Help you configure indexes based on your application's needs. * Ge
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Finance
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Communication
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other
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calendar-management
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art-and-culture
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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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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?