# 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

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

# 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

# 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

# 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

# Feishu/Lark OpenAPI MCP ](https://www.npmjs.com/package/@larksuiteoapi/lark-mcp) ](https://www.npmjs.com/package/@larksuiteoapi/lark-mcp) ](https://nodejs.org/) English | > **⚠️ Beta Version Notice**: This tool is currently in Beta stage. Features and APIs may change, so please stay updated with version releases. This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool de

# 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

# ScreenshotOne MCP Server An official implementation of an server for . . ## Tools - \`render-website-screenshot\`: Render a screenshot of a website and returns it as an image. ## Usage ### Build it Always install dependencies and build it first: \`\`\`bash npm install && npm run build \`\`\` ### Get your ScreenshotOne API key Sign up at and get your API key. ### With Claude

# Freshservice MCP Server ](https://smithery.ai/server/@effytech/freshservice_mcp) ## Overview A powerful MCP (Model Control Protocol) server implementation that seamlessly integrates with Freshservice, enabling AI models to interact with Freshservice modules and perform various IT service management operations. This integration bridge empowers your AI assistants to manage and resolve IT servic

Meilisearch MCP Server Meilisearch | Meilisearch Cloud | Documentation | Discord Connect any LLM to Meilisearch and supercharge your AI with lightning-fast search capabilities! ## What is this? The Meilisearch MCP Server is a Model Context Protocol server that enables any MCP-compatible client (including Claude, OpenAI agents, and other LLMs) to interact wi

# 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

# MCP-FREDAPI **FRED (Federal Reserve Economic Data) API integration with Model Context Protocol (MCP)** ## Table of Contents - - - - - - - - - - - - ## Introduction MCP-FREDAPI provides access to economic data from the Federal Reserve Bank of St. Louis (FRED) through the Model Context Protocol. This integration allows AI assistants like Claude to retrieve economic time seri

# gotoHuman MCP Server gotoHuman makes it easy to add **human approvals** to AI agents and agentic workflows. A fully-managed async human-in-the-loop workflow with a customizable approval UI. Enjoy built-in auth, webhooks, notifications, team features, and an evolving training dataset. Use our MCP server to request human approvals from your AI workflows via MCP or add it to your IDE to help

# MongoDB MCP Server A Model Context Protocol (MCP) server that enables LLMs to connect MongoDB using . The server acts as a bridge between the LLM and the MongoDB database, allowing you to perform CRUD operations using natural language. ## Features - **MongoDB action**: Query Collection, Document and Index - **SSE Support**: Run MCP Server using Server-Sent Events (SSE) ## Available Tools ##

# Lightning Tools MCP Server Interact with lightning addresses and use other common lightning tools with your LLM. Works well combined with This MCP server uses the ## Quick Start ### Add to Claude Desktop Add this to your claude_desktop_config.json: \`\`\`json \{ "mcpServers": \{ "lightning-tools": \{ "command": "npx", "args": ["-y", "@getalby/lightning-tools-mcp-server"

# STK-MCP ](https://www.python.org/downloads/) ](https://pypi.org/project/mcp/) STK-MCP is an MCP (Model Context Protocol) server designed to enable Large Language Models (LLMs) or other MCP clients to interact with (Systems Tool Kit) - the leading Digital Mission Engineering software. This project allows controlling STK Desktop via MCP tools, leveraging the STK Python API. It utilizes \`FastM

](https://pkg.go.dev/github.com/metoro-io/metoro-mcp-server) ](https://goreportcard.com/report/github.com/metoro-io/metoro-mcp-server) # metoro-mcp-server This repository contains th Metoro MCP (Model Context Protocol) Server. This MCP Server allows you to interact with your Kubernetes cluster via the Claude Desktop App! ## What is MCP (Model Context Protocol)? You can read more

# Chess.com MCP Server A [Model Context Protocol][mcp] (MCP) server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. https://github.com/user-attachments/assets/3b33361b-b604-465c-9f6a-3699b6907757 [mcp]: https://modelc

# OpenAI Image Generation MCP Server This project implements an MCP (Model Context Protocol) server that provides tools for generating and editing images using OpenAI's \`gpt-image-1\` model via the official Python SDK. ## Features This MCP server provides the following tools: * **\`generate_image\`**: Generates an image using OpenAI's \`gpt-image-1\` model based on a text prompt and saves i