# 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

# xiaohongshu-mcp MCP for 小红书/xiaohongshu.com。 - 我的博客文章： ## Star History ](https://www.star-history.com/#xpzouying/xiaohongshu-mcp&Timeline) **主要功能** > **提示：** 点击下方功能标题可展开查看视频演示 1. 登录和检查登录状态 第一步必须，小红书需要进行登录。可以检查当前登录状态。 **登录演示：** https://github.com/user-attachments/assets/8b05eb42-d437-41b7-9235-e2143f19e8b7 **检查登录状态演示：** https://github.com/user-attachments/ass

Coding agents face a fundamental problem: they are not able to see what the code they generate actually does when it runs in the browser. They're effectively programming with a blindfold on. The Chrome DevTools MCP server changes this. AI coding assistants are able to debug web pages directly in Chrome, and benefit from DevTools debugging capabilities and performance insights. This improves the

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

## Playwright MCP A Model Context Protocol (MCP) server that provides browser automation capabilities using . This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models. ### Key Features - **Fast and lightweight**. Uses Playwright's accessibility tree, not pixel-based input. - **LLM-friendly**. No v

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

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

# 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

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

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

Recraft MCP Server This is an MCP () server integrating MCP clients with 's raster- and vector-image operations: - raster and vector image generation - raster and vector image editing - creating custom styles and generating images in them - vectorization of raster images - background removal and replacement - upscaling of raster images

# 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

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

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:

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

# AWS MCP Servers A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP. ](https://github.com/awslabs/mcp) ](LICENSE) ](https://app.codecov.io/gh/awslabs/mcp) ](https://scorecard.dev/viewer/?uri=github.com/awslabs/mcp) ## Table of Contents - - - - - - - - - - - -

# 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.

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 retrieve and process content from web pages, converting HTML to markdown for easier consumption. The fetch tool will truncate the response, but by using the \`start_index\` argument, you can speci

# 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

ActionKit by Paragon Connect to 130+ SaaS integrations with Paragon’s ActionKit API. The embedded integration platform for developers. --- # Paragon MCP Server A server implementation for Model Context Protocol (MCP) that integrates with , an API by Paragon that provides access to prebuilt actions for 130+ integrations to your users' SaaS applications. ##

# ops-mcp mcp server for ops Build like normally. Put this in your Claud config: \`\`\` ~/Library/Application Support/Claude/claude_desktop_config.json \`\`\` Ensure your command is in the right path and more importantly the PATH env is set to run. \`\`\` \{ "mcpServers": \{ "ops-mcp": \{ "command": "/Users/eyberg/go/src/github.com/nanovms/ops-mcp/ops-mcp", "args": [], "en

# mcp-server-apache-airflow ](https://smithery.ai/server/@yangkyeongmo/mcp-server-apache-airflow) A Model Context Protocol (MCP) server implementation for Apache Airflow, enabling seamless integration with MCP clients. This project provides a standardized way to interact with Apache Airflow through the Model Context Protocol. ## About This project implements a server that wraps Apache Ai

# Redis MCP Server ](https://opensource.org/licenses/MIT) ](https://www.python.org/downloads/) ](https://smithery.ai/server/@redis/mcp-redis) ## Overview The Redis MCP Server is a **natural language interface** designed for agentic applications to efficiently manage and search data in Redis. It integrates seamlessly with **MCP (Model Content Protocol) clients**, enabling AI-driven workflow

## Kakao Bot MCP Server - - - - - - server implementation that integrates the Kakao Developers API to connect an AI Agent to the Kakao Official Account. MCP Server 구현체로, 카카오 Developers API를 AI Agent에 통합하는 예시입니다. > [!NOTE] > This repository is NOT officially provided or maintained by Kakao. > It may not include complete functionality or comprehensive support. > 카카오의 경우

# pure.md MCP server ](https://smithery.ai/server/@puremd/puremd-mcp) Welcome to the Model Context Protocol (MCP) server for . lets your scripts, APIs, apps, agents, etc reliably access web content in markdown format -- simply prefix any URL with \`pure.md/\`. It avoids bot detection and renders JavaScript for SPAs, and can convert HTML, PDFs, images, and more into pure markdown. Like a CDN