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metorial-index

Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
https://github.com/metorial/metorial-index

Last synced: 16 days ago
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  • APIs and HTTP Requests

    • APIMatic Validator - Validates OpenAPI specifications using APIMatic's API to ensure compliance and identify issues early. Supports both JSON and YAML formats and works with OpenAPI versions 2.0 and 3.0.
    • Chargebee MCP Server - Integrate Chargebee's API services and documentation directly into coding environments to enhance development efficiency. Provide context-aware code snippets and access to Chargebee's knowledge base for streamlined integration processes.
    • Exa Search - Fast and intelligent web search and crawling that combines embeddings and traditional search methods to provide optimal results for large language models (LLMs). It facilitates real-time web information retrieval in a secure environment.
    • GitHub - Interact with GitHub repositories, manage issues, and automate workflows using GitHub's APIs for seamless integration and advanced functionality.
    • Hyperbrowser - Scrape and extract structured data from webpages and crawl internet resources. Provides access to general purpose browser agents for tasks involving web interactions.
    • Notion API Server - Integrate applications with Notion by automating tasks and managing workspace contents through the Notion API. Support for various operations is provided while adhering to the limitations of the Notion API.
    • Tavily MCP Server - Enables real-time web search and data extraction capabilities by providing seamless integration with various data sources and tools through the Model Context Protocol.
    • Google Custom Search Server - Provides web search capabilities using the Google Custom Search API and extracts content from web pages.
    • SearXNG Model Context Protocol Server - Enables language models to perform web searches through the SearXNG search engine by sending search queries and receiving formatted results. Facilitates real-time data retrieval for enhanced model responses.
    • PokeAPI MCP Server - Retrieve detailed Pokémon information via the Model Context Protocol (MCP) using PokeAPI. It facilitates fetching data by Pokémon name or ID through a standardized JSON-RPC interface.
    • Webhook Tester - Automate and manage webhook tokens, inspect incoming requests, and perform analytics without the need for custom API integrations. Enhance webhook workflows with modular tools for observability and automated testing.
    • National Park Services Data Server - Retrieve and explore data related to the National Park Services, including lists of national parks by state and detailed information about specific parks.
    • Kagi Search - Search the web using the Kagi API to retrieve answers and enrich the model context with web content and the latest news.
    • Flight Search Service - Enables flight searches with real-time data integration through SerpAPI for one-way and round-trip flights, featuring rich logging and a modular code structure for maintenance and scalability.
    • Perplexity Search - A Model Context Protocol server for conducting web searches using Perplexity's Sonar Pro, facilitating retrieval of information based on user-defined queries. It offers a `search` tool that enables AI assistants to filter search results by recency.
    • Search Engine with RAG and MCP - A search engine that integrates web search and content retrieval with Retrieval-Augmented Generation (RAG), facilitating standardized tool invocation through the Model Context Protocol (MCP). It supports both local and cloud-based language models and operates in multiple modes for enhanced versatility in information retrieval.
    • OpenDota API Server - Access real-time Dota 2 statistics, match data, and player profiles through a standard interface. Retrieve hero statistics and insights into professional players and teams effortlessly.
    • MCP Finder and Installer - Discover and connect to Model Context Protocol servers using tools for finding, collecting configuration, and local installation of MCP servers.
    • Time Server - Provides current time information and supports time conversions between different timezones, including handling Daylight Saving Time and calculating time differences.
    • ChatGPT Server - Access OpenAI's ChatGPT API for dynamic conversations with Claude Desktop, featuring customizable parameters and automatic conversation state management. Engage in real-time discussions between AI models with web search capabilities.
    • Go Colly Web Crawler - Provides a framework for concurrent web crawling tailored for large language model applications, allowing for the extraction and structuring of web content with customizable settings for depth and domain restrictions. Integrates seamlessly with the Model Context Protocol to facilitate web data integration into LLM workflows with effective error handling and batch processing capabilities.
    • NPM Search - Search for npm packages using the `npm search` command to find relevant libraries and tools from the npm registry.
    • Maigret - MCP server for conducting OSINT username searches across various social networks and analyzing URLs to collect user account information from public sources.
    • Website Information MCP Server - Fetch and parse content from websites using advanced web scraping techniques, including the ability to extract structured data and bypass bot detection. Supports customizable content extraction through CSS selectors and direct HTTP requests.
    • Google Jobs - Provides capabilities to search for job listings using Google Jobs via SerpAPI integration, supporting multiple languages.
    • Web Search Server - Provides Google search capabilities with advanced filtering and allows viewing of web content, including markdown conversion. Features include rate limiting, caching, browser instance pooling, and bot detection avoidance.
    • Research Assistant - Integrates with intelligent search and documentation retrieval to assist coding by discovering APIs and modernizing code. Maintains context across queries using a database, while employing advanced query processing and intelligent rate management for effective responses.
    • Perplexity Advanced MCP - Enhances query processing capabilities with advanced integration for AI models, enabling seamless connectivity between AI systems and various tools or data sources.
    • Firecrawl Server - Scrape websites to extract structured data using Firecrawl's APIs, with features for error tracking and performance monitoring. Supports gathering content in various formats and custom schema data extraction.
    • OpenAI WebSearch Server - Provides real-time web search capabilities for AI assistants, enhancing their responses with current information from the web. It integrates with applications like Claude.app and Zed editor for streamlined usage during conversations.
    • Higress AI-Search MCP Server - Enhances AI model responses through real-time search results from various online search engines and integrates internal knowledge bases for improved accuracy and relevance in responses.
    • Web Requests Server - Enable AI models to fetch, process, and manipulate web content via HTTP requests, providing real-time access to online resources. Convert web data to Markdown and customize headers for enhanced interaction with web pages.
    • Splunkbase MCP Server - Programmatic access to Splunkbase functionality, enabling users to search for, download, and manage Splunkbase apps through a standardized interface.
    • Scrapling Fetch - Accesses text content from bot-protected websites to retrieve documentation and reference materials. Optimized for low-volume retrieval, this server facilitates the extraction of text and HTML content that is otherwise inaccessible to AI assistants.
    • DARPEngine - DARPEngine provides smart search capabilities by storing metadata for MCP servers online, enabling efficient discovery and connection to relevant MCP tools. It offers a CLI and API for users to search and route requests based on user queries.
    • Hacker News Integration - Access real-time stories, comments, and user profiles from Hacker News, allowing search and retrieval of data through a robust integration with the Model Context Protocol.
    • ScrAPI MCP Server - ScrAPI MCP Server facilitates the extraction of data from any website, handling bot detection and geolocation restrictions efficiently. It provides an intuitive interface for web scraping tasks.
    • ElfProxy Proxy Pool Server - Provides secure and scalable access to global residential proxies with dynamic IP rotation and AI-optimized web interaction for reliable web data extraction and management. Facilitates geo-targeted and anonymous browsing with adaptive rate limiting and intelligent content sanitization.
    • PageSpeed - Analyze webpage performance using Google PageSpeed Insights to provide metrics and suggestions for optimization.
    • LinkedIn MCP Server - Integrate LinkedIn data and functionalities into applications using a standardized protocol for programmatic interaction. Utilize job search capabilities and automate LinkedIn interactions to enhance productivity and efficiency.
    • Fetcher - Retrieve web page content using a Playwright headless browser to navigate and extract information efficiently. Designed for easy setup and configuration, it leverages AI to streamline web scraping tasks.
    • Meilisearch API Server - Bridge between AI models and the Meilisearch search engine, enabling advanced search functionalities and real-time communication. Facilitates AI-driven data retrieval and management through seamless access to Meilisearch's powerful indexing capabilities.
    • Search Service - Provides online and local search capabilities with support for multiple search engines including Brave Search, Metaso Search, and Bocha Search. Designed for integration with AI models like Cursor and Claude Desktop, enabling enhanced content retrieval.
    • Perplexity AI Server - Integrate with Perplexity AI for chatting, searching, and retrieving documentation from various sources. Provides a standardized access method to Perplexity AI's capabilities for MCP-based systems.
    • Cosense MCP Server - Retrieve page data efficiently and integrate with Claude Desktop for streamlined information management. The server enhances application capabilities by providing real-time context through an MCP interface.
    • Web Search Tool - Provides real-time web search capabilities, enabling AI assistants to retrieve current information from various sources through a modular architecture. Returns structured JSON results for enhanced context-aware responses in areas like weather, news, sports, and finance.
    • Serper Google Search Server - Provides Google search results to LLMs through Serper integration, enabling dynamic retrieval of up-to-date search information.
    • Exa MCP Server - Enable AI assistants to perform web searches using Exa's search API, providing real-time information while safely caching recent queries. It enhances AI capabilities with structured results and customizable search parameters.
    • Fetch Server - Fetches web content from specified URLs in formats such as HTML, JSON, plain text, and Markdown, allowing for customizable request headers.
    • Google Search Server - Integrate Google Custom Search to retrieve and display search results directly in applications. Enhance applications with the ability to access vast amounts of online information efficiently.
    • Job scraper MCP Server - Facilitates job searching on LinkedIn by utilizing the unofficial LinkedIn API for credential management and job scraping. Matches job opportunities using JobSpy for enhanced search capabilities.
    • IsItDown Server - Checks the status of websites to determine if they are currently down and provides information on recent downtime events.
    • OpenAPI MCP Server - Explores and summarizes OpenAPI specifications, providing overviews and specific endpoint details without requiring authentication. Facilitates understanding of APIs by generating code snippets and offering insights into operations.
    • SerpApi MCP Server - Retrieve and parse search engine results from multiple platforms such as Google and Bing, allowing access to both live and archived data. Integrate with MCP clients for enhanced search functionalities.
    • IP Find - Retrieve geolocation information for IP addresses using the IP Find API, enabling AI assistants to easily access IP data for location lookups.
    • Tavily Server - Facilitates comprehensive web searches and retrieves up-to-date information through AI-powered search capabilities, with features like result scoring, caching, and search history storage. Provides access to rich search results including titles, URLs, content snippets, and AI-generated summaries.
    • Naver Search - Access diverse Naver search APIs for retrieving structured data across multiple categories including blogs, news, books, images, and shopping items. The server facilitates pagination, adult content filtering, and keyboard input error correction for enhanced search functionality.
    • Pokemon TCG Card Search - Search and display detailed information about Pokemon Trading Card Game cards, including attributes, legality, and statistics. Access high-resolution images to enhance gameplay effectively.
    • WebSearch - Perform intelligent web searches and extract specific information from web pages using natural language prompts. Utilize advanced web scraping and crawling capabilities for enhanced content analysis and retrieval tasks.
    • Untappd Server - Query the Untappd API to find beers and retrieve detailed information about them. Supports beer searches and accessing specific beer details using their unique identifiers.
    • MCP Registry Server - Retrieve MCP Servers through semantic search capabilities, allowing users to find relevant servers efficiently based on queries.
    • SearXNG MCP Server - Integrates with SearXNG to provide privacy-focused meta search capabilities, combining results from multiple search engines without tracking or profiling users. Supports various categories, languages, and filtering options, ensuring reliable and safe search experiences.
    • Scrapezy Structured Data Extractor - Extract structured data from websites by providing a URL and a clear prompt describing the data to extract. Retrieve detailed product information, pricing, descriptions, and more from web pages seamlessly.
    • Perplexity Tool - Integrate web-based research capabilities using Perplexity AI's API to provide accurate answers with citations, enhancing the information retrieval process.
    • Google Custom Search Server - Enables language models to perform web searches using Google's Custom Search API, providing formatted results such as titles, URLs, and descriptions. Supports real-time information retrieval while adhering to the Model Context Protocol (MCP).
    • Multi Fetch MCP Server - Fetch web content in various formats such as HTML and JSON using intelligent scraping techniques while providing bilingual support for English and Chinese.
    • Gemini Search - Generates responses based on the latest information using the Gemini API and Google Search, requiring integration with AI assistants like Cline for functionality.
    • Serper Search and Scrape - Provides web search capabilities and webpage scraping functions utilizing the Serper API, enabling content extraction and rich search result retrieval.
    • Node Fetch - Fetch web content from any URL using various HTTP methods, handle headers and request bodies, and support multiple response formats. Configurable timeout and redirect settings streamline reliable content retrieval.
    • MCP2Brave - Connects to the Brave API to perform web searches, enabling access to search results within the MCP framework.
    • Tavily Web Search - This server implements web search functionality using the Tavily API, providing real-time search capabilities for applications. It allows users to retrieve information from the web quickly and easily.
    • Hyperbrowser MCP Server - Provides web scraping, structured data extraction, and web crawling capabilities. Integrates browser automation agents for tasks related to data retrieval from webpages.
    • Vonage AI Code Assist - Provides AI-assisted access to Vonage API documentation for targeted search and content extraction, facilitating quick access to relevant information about communication APIs. Integrates with external web search APIs to enhance documentation retrieval.
    • Brave Search Server - Integrates the Brave Search API to provide comprehensive search functionalities, including web, image, news, video, and local points of interest searches. Enables retrieval of relevant results for various search queries.
    • Internet Search Server - Facilitates real-time internet searches using the Bocha AI search API, enabling applications to access and retrieve web-based information efficiently. Requires an API key for integration and supports setup through a specific configuration format.
    • Live Events Server - Fetch real-time event data from Ticketmaster's API and format responses for easy interpretation by AI language models. Provides details on concerts and events based on user queries.
    • Perplexity AI MCP Server - Integrates Perplexity AI's API for advanced search capabilities, supporting multiple models with configurable result counts and detailed error handling.
    • WebSearch - Provides real-time web search capabilities to retrieve up-to-date information from the internet using the WebSearch Crawler API, enabling AI assistants to access the latest web content.
    • SearchAPI Server - Connects AI assistants to external search data sources such as Google and Bing, enabling web, image, and YouTube searches through a standardized MCP interface.
    • LinkedIn MCP Server - Integrates with LinkedIn to access profiles, posts, and interactions, providing real-time context for AI applications.
    • Perplexity Web Search Server - Web search functionality using the Perplexity API to retrieve up-to-date information with comprehensive results, including sources and citations, while allowing filtering by time periods.
    • Web Research Server - Integrates real-time web research capabilities by utilizing Google search for obtaining information and extracting content from webpages. It allows for tracking research sessions, including visited pages and search queries, while also enabling screenshot captures.
    • Serp API Server - Access real-time search engine results and data through a straightforward API. Retrieve and analyze search data from various search engines to enhance applications with powerful search capabilities.
    • OpenStreetMap Integration - Query and visualize map data using a web interface with real-time map interactions. Integrates PostgreSQL/PostGIS for OpenStreetMap data management and supports server-to-client communication.
    • DuckDuckGo Search Server - Facilitates web search capabilities via DuckDuckGo, offering content fetching and parsing with a focus on formatting results for large language model integration. Includes advanced rate limiting features for both search requests and content retrieval.
    • SearXNG Bridge Server - Connect to a SearXNG instance to perform search queries via the Model Context Protocol (MCP), facilitating integration with compatible AI clients.
    • Webhook MCP Server - Integrates webhook-based services with large language model applications, facilitating dynamic data retrieval and action handling. Supports connections to external webhooks for enhanced AI workflows.
    • Fetch Server - Retrieve and process web content from URLs, converting HTML to markdown for easier information extraction. Enables chunked content retrieval for efficient parsing by LLMs.
    • Naver MCP Server - Interact with various Naver services to search for blogs, news, books, and more using the Naver OpenAPI. Facilitate powerful search capabilities and content validation for applications.
    • PageSpeed Server - Connects AI models to Google's PageSpeed Insights API for detailed website performance analysis and metrics interpretation.
    • Web Crawl Integration - Integrate web crawl data with AI language models for content filtering and analysis. Offers a full-text search interface and supports multiple crawlers for enhanced data insights.
    • Comprehensive WordPress Server - Enables programmatic management of WordPress sites through the WordPress REST API, facilitating operations on posts, users, comments, categories, tags, and custom endpoints.
    • Amadeus Flight Search Server - Connect to the Amadeus API for comprehensive flight search, booking, and price analysis. Access information on flights, airports, and economical travel dates to enhance travel planning.
    • DuckDuckGo Search - Enables web search using the DuckDuckGo search engine, providing structured search results along with metadata and smart content classification.
    • Google Custom Search Engine - Provides search capabilities using a custom Google search engine, returning only search results without content extraction. Designed for integration with other tools to enable content retrieval and more extensive searching.
    • Perplexity AI Server - Integrates with Perplexity AI for chatting, searching, and retrieving documentation. Facilitates access to various functionalities of the Perplexity AI API through MCP-based systems.
    • SearchAPI Agent - Integrates multiple search APIs for maps, flights, hotels, and videos through a standardized interface, enabling complex search operations via natural language queries. Offers multilingual support and customizable filtering options for enhanced search results.
    • Scraper MCP Smithery - Enhance web scraping capabilities with tools to efficiently extract and manipulate data. Automate data collection through asynchronous web search operations and integrate smoothly with existing applications using a FastMCP server foundation.
    • SysAuto Ask - Integrate with the Sonar API to conduct real-time web searches through conversational interactions, enabling enhanced research capabilities with live data.
    • Demo IP Query - Query IP addresses to retrieve related information and insights in real-time. This server provides essential data for applications that require IP data analysis.
    • Perplexity Server - Utilizes web search capabilities to efficiently retrieve information while automatically selecting the most suitable AI model based on the user’s query intent. Offers intelligent options for domain and recency filtering to enhance search results.
    • Flight Planner - Create travel plans with detailed flight searches, generate itineraries, and access airport code information. Utilize templates for common travel-related queries to streamline the planning process.
    • Multi-Search MCP Server - Enables multi-source search capabilities by unifying multiple search engines through a simple API. Facilitates the retrieval of information from Google, Brave News, and DuckDuckGo, presenting results in a consolidated format.
    • Scrapezy MCP Server - Extract structured data from websites using AI models by providing a URL and a clear prompt. It simplifies data extraction tasks and integrates with AI workflows for enhanced application capabilities.
    • Scrapeless Mcp Server - Retrieve and summarize data from Google Search results, including various Google services, to enhance AI decision-making capabilities. Integrate real-time search context into AI applications for improved interaction and research tools.
    • OpenDeepSearch MCP Server - Interact with OpenDeepSearch's search functionalities through a standardized interface, enabling LLM applications to leverage advanced web search capabilities. Integrates seamlessly with MCP-compatible clients for enhanced search integration.
    • Brave Search - Integrate web and local search capabilities to access comprehensive search results with flexible filtering and smart fallbacks. Utilizes Server-Sent Events (SSE) to connect AI models with the Brave Search API.
    • Jewish Library - Provides powerful search capabilities for Jewish texts and literature through a standardized interface, enabling complex queries and relevance-based scoring for rich search results.
    • Space Frontiers MCP Server - Interact with Space Frontiers data sources through a simple API for keyword and semantic searches across various databases. Enables seamless access to rich space-related information to enhance language model capabilities.
    • Sourcebot Code Search Server - Enables regex-based code search across multiple code hosts such as GitHub, GitLab, and BitBucket to retrieve relevant code snippets and repository information. Provides LLM agents with enhanced context for improved reasoning and response quality without requiring local repository checkouts.
    • Perplexity MCP Server - Enables web searching capabilities by utilizing the Perplexity AI API to fetch and present web search results. It serves as an interface for retrieving information from the internet based on user queries.
    • LinkedIn MCP Server - Interact with LinkedIn to scrape profiles, analyze companies, and search for job listings. Provides insights and recommendations based on LinkedIn data.
    • Flightradar24 Server - Track flights in real-time using Flightradar24 data, providing information on specific flight times and airport statuses, and monitoring emergency flights.
    • Serper Search and Scrape - Provides web search functionality and webpage content extraction using the Serper API, enabling real-time data retrieval for applications.
    • Fetch Python - Fetch and transform web content into various formats, supporting both raw text extraction from various URLs and JavaScript-rendered content. The server facilitates extracting content from web pages, including media files, in a structured manner.
    • MCP Server - Empowers AI assistants to safely access external tools and websites, facilitating better problem-solving capabilities. It provides clear feedback and helpful error messages during operations.
    • IP Geolocation Server - Provides detailed geolocation information for any IP address, including network data, ISP, and timezone details. No API key or registration is required for access.
    • LLMS.txt Explorer - Explore and analyze websites implementing the llms.txt standard, validating and parsing llms.txt files for structured insights about compliant websites.
    • AgentQL - Extract structured data from web pages using specified prompts to identify the desired fields from a given URL. This server enables integration of real-time data insights into applications.
    • Tavily Search - Perform web searches and retrieve information using the Tavily API, returning results in text format along with AI responses, URIs, and titles.
    • Traylinx Search Engine - Connect to the deployed Agentic Search API to perform web searches that yield detailed and contextually relevant results, including text summaries, HTML, and media content. Integrate seamlessly with MCP clients for enhanced search functionality.
    • Tavily MCP Server with Proxy Support - Enables AI-powered web searches through proxy servers, providing direct answers and access to recent news articles with AI-extracted relevant content. It supports HTTP/HTTPS proxy configurations and offers robust logging and error handling for proxy issues.
    • Valyu MCP Server - Access Valyu's knowledge retrieval and feedback APIs to search proprietary and web sources for information and submit transaction feedback. Provides real-time insights and enhances LLM capabilities through dynamic user interaction.
    • Whodis Domain Availability Server - Check domain availability using WHOIS lookups integrated as an MCP tool, enabling seamless verification of domain registration status within various workflows.
    • WebScraping.AI MCP Server - Advanced web data extraction capabilities that support question answering about web content, structured data extraction, and HTML retrieval with JavaScript rendering. Manages concurrent requests effectively and offers features like device emulation and proxy rotation for efficient scraping of dynamic web pages.
    • CEP Lookup Server - Provides postal code (CEP) address lookups using the ViaCEP API. Integrates with command-line tools for efficient address retrieval tasks.
    • OpenStreetMap Integration - Query and visualize OpenStreetMap data through a web-based interface, utilizing PostgreSQL/PostGIS for backend data management. Features include dynamic map interactions such as adding markers and polygons as well as adjustable view settings.
    • Web Search - Seamlessly search the web and retrieve structured results including titles, URLs, and descriptions from Google search without requiring API keys. The server is configurable for the number of results returned per search.
    • Query Table - Extracts and queries data from various financial websites while allowing seamless switching between sources in case of outages. Utilizes browser automation for accurate data retrieval without needing manual logins or complex request handling.
    • Firecrawl - Provides advanced scraping, crawling, and data extraction capabilities to convert web content into structured formats. Facilitates the collection of clean data from any website for AI applications.
    • Tavily Search - Perform searches based on specified queries and receive AI responses along with URIs and titles of the search results. It enhances search capabilities within applications like Claude Desktop or Cursor, streamlining information retrieval.
    • Finder Server - Enables searching for MCP server implementations through the filtering of results by name, description, or tags. Facilitates streamlined exploration of available MCP servers by allowing users to limit search results.
    • Mamont MCP Server - Utilizes the Mamont search engine for executing search queries and retrieving cached web pages. Provides a standardized interface for accessing real-time search results and text-based content efficiently.
    • Fetch MCP Server - Fetches web content in various formats such as HTML, JSON, plain text, and Markdown from specified URLs. It can return raw HTML content and JSON data from various online sources.
    • duckduckgo-search MCP Server - Provides DuckDuckGo search functionality with a simple interface for performing web searches. Supports rate limiting and error handling while integrating with the DuckDuckGo API.
    • Simple Website Fetching Tool - Fetch website content effortlessly for data retrieval in applications. Connect with an LLM client to automate web interactions.
    • Figma MCP Server with Chunking - Efficiently interact with the Figma API, utilizing memory-aware chunking and pagination to manage and process large Figma files. This enables effective handling of extensive design documents and resource-intensive operations.
    • Long-Term Memory for AI Agents - Enables AI agents to store, retrieve, and search memories using semantic indexing for efficient memory management, enhancing contextual awareness.
    • DuckDB Knowledge Graph Memory Server - Enhance conversational agents by providing a memory system that retrieves and updates user information using DuckDB for efficient querying of knowledge graphs. Maintain context regarding user preferences and relationships over interactions.
    • Server Curl - Enables LLMs to make HTTP requests to any specified URL using a curl-like interface, supporting standard HTTP methods, customizable headers, and request bodies. It provides full response information including status, headers, and body details.
    • Memory Server with Qdrant Persistence - Leverage a knowledge graph with entities and relations, enabling semantic search capabilities using OpenAI embeddings and Qdrant for data persistence. Supports HTTPS and Docker for streamlined deployment.
    • MemGPT - Implements a memory system for large language models (LLMs) with capabilities for chatting, retrieving conversation history, and switching between multiple LLM providers.
    • Bear MCP Server - Interact with Bear note-taking software to manage notes and retrieve information. Provides integration with Bear's API for note creation and manipulation.
    • Browser Automation Server - Execute browser automation tasks using natural language commands through an API. Utilize OpenAI's GPT models to interpret commands and automate browser actions seamlessly.
    • Playwright Browser Automation Server - Facilitates interaction with web pages using structured accessibility snapshots for efficient browser automation without reliance on vision models. Enables web navigation, form-filling, data extraction, and testing with a deterministic approach.
    • Scrappey MCP Server - Integrate AI models with Scrappey's web automation platform, enabling browser session management, HTTP requests, and automated interactions with web pages while handling anti-bot protections.
    • HTTP Request Server with Browser Emulation - Enables advanced HTTP requests with browser emulation to interact with websites and bypass anti-bot measures. Converts HTML and PDF documents to Markdown for easier language model processing.
    • Playwright - Control browsers for web interaction and automate tasks, including content retrieval and simulation of mouse operations on web pages.
    • Browser Use MCP Server - Enables applications to execute browser tasks and retrieve real-time web data through a simple API. Supports interactions with web pages to enhance LLM capabilities.
    • 时间查询服务器 - The MCP-Time server is a Node.js application that provides accurate time and date information, allowing users to query the current time in various time zones, calculate date differences, and format time displays.
    • Weather Information Enhancer - Enhances Large Language Models with real-time weather data by connecting to external weather APIs for accurate and up-to-date information. Provides LLMs with the capability to access and utilize dynamic weather data for improved contextual responses.
    • Weather Server - Provides hourly weather forecasts by utilizing the AccuWeather API to fetch and deliver weather data for specified locations.
    • Awesome MCP Server - Fetch real-time weather details and forecasts, as well as retrieve LinkedIn profile data via external APIs. Also enables retrieval of articles from PubMed based on queries.
    • Mapbox Server - Provides navigation and mapping functionalities through the Mapbox API, enabling users to obtain directions between coordinates or places with various transportation profiles.
    • Bengaluru BMTC Transit Server - Provides real-time transit data including live bus locations, route details, stop information, and ETA calculations for Bangalore Metropolitan Transport Corporation buses through a standardized API.
    • ALAPI MCP Server - Integrates ALAPI's diverse APIs for functionalities such as IP and weather queries, video parsing, and corporate information retrieval using the MCP protocol. Provides standardized responses and error handling to streamline development in AI applications.
    • ADK Google Maps Agent - Enable interactive chat capabilities with Google Maps data through a streaming agent that integrates with the Google ADK and Maps toolset for location-based information.
    • Geoapify MCP Server - Convert addresses into GPS coordinates and generate images of those locations using the Geoapify API. Easily create GeoJSON and visualize the mapped locations.
    • Google Map Server - Provides integration with Google Maps API for location searches, geocoding addresses, calculating distances, retrieving directions, and obtaining elevation data. Enables applications to access rich geographic data and travel information efficiently.
    • Kakao Map - Provides location-based recommendations for various places in South Korea using the Kakao Map API. It can suggest restaurants, shops, public facilities, and tourist attractions based on user queries in Korean.
    • FlightRadar - Access real-time flight tracking and status information, retrieve detailed flight data, and search for flights based on various criteria such as airline or airports.
    • EdgeOne Geo Location Server - Provides real-time user geolocation data to AI models by integrating EdgeOne Pages Functions with the Model Context Protocol, enhancing context-aware interactions.
    • Weather Query Server/Client - Fetches and displays real-time weather information for any specified city, providing details such as temperature, humidity, wind speed, and weather conditions. Connects to an MCP server to access and update weather data seamlessly.
    • Aviation Weather Server - Fetches real-time aviation weather data, including METARs, TAFs, and PIREPs, through a type-safe API for enhanced decision-making in aviation contexts.
    • Travel Planner - Enables interaction with Google Maps and travel planning services for tasks including location search, place details lookup, and travel time calculations.
    • Brazilian Postal Code Server - Retrieve comprehensive address details in Brazil using postal codes (CEPs) to obtain complete street, neighborhood, city, and state information.
    • Weather MCP Service - Provides real-time weather forecasts and alerts for the US, allowing users to query active weather alerts by state code or obtain detailed weather forecasts based on geographic coordinates. Integrates with applications via a simple MCP interface for up-to-date weather information.
    • EdgeOne Geo Location Server - Provides geolocation data to AI models by retrieving user location information in real-time through an API. Integrates seamlessly with EdgeOne Pages Functions to enhance applications with location-aware capabilities.
    • DB Timetable Server - Access real-time train schedules, track changes, and search for stations using Deutsche Bahn's timetable data. Integrate robust functionality for up-to-date travel information in applications.
    • KMB Bus - Provides real-time access to bus arrival information and route details for KMB and Long Win Bus services in Hong Kong, including queries for bus routes, stops, and estimated arrival times. Supports both English and Traditional Chinese for broader accessibility.
    • EdgeOne Geo Location Server - Provides real-time user geolocation data by integrating with EdgeOne Pages Functions using the Model Context Protocol. Enhances location-aware interactions for AI models by simplifying access to geolocation information.
    • WhatTimeIsIt - Get the current time based on your IP address in ISO 8601 format. Integrate time-checking capabilities into applications using this lightweight MCP server powered by World Time.
    • WhereAmI - Retrieve precise geolocation information based on the current IP address with detailed reports and error handling capabilities. Supports dynamic queries for specific data types such as IP, country, and city.
    • National Parks Server - Access real-time information about U.S. National Parks, including park details, alerts, and activities. Discover and filter parks based on location and interests.
    • Weather Server - Provides current weather information for any location using the wttr.in service, enabling real-time weather data fetching without the need for API keys.
    • 彩云天气 - Provides real-time weather data including temperature, humidity, wind speed, and atmospheric pressure, along with minute-by-minute precipitation forecasts, hourly and daily weather forecasts, and weather alert information. Supports address-based weather queries and offers multi-language and unit system options.
    • AQICN MCP Server - Fetch real-time air quality data for cities and coordinates worldwide based on the World Air Quality Index (AQICN) project.
    • Customized MCP Project - Leverage OpenAI's API to interact with tools and data sources in real-time. Enables dynamic querying and action performance for enhanced application capabilities.
    • Travel Planner Server - Facilitate travel-related tasks by connecting to Google Maps services for location searches, retrieving place details, calculating routes, and obtaining timezone information.
    • Korea Weather - Collects weather data from the Korea Meteorological Administration's short-term forecast API and provides it in MCP format for use by various clients like Claude and Cursor. Designed for integration with diverse weather application services.
    • QWeather API MCP Server - Provides access to real-time weather information and multi-day forecasts through a simple command-line interface, enabling the retrieval of city details and current weather conditions.
    • Formula1 MCP Server - Provides real-time and historical Formula 1 racing data, including telemetry, session statuses, standings, race results, weather updates, and circuit information via a standardized protocol.
    • TfNSW Realtime Alerts - Access real-time transport alerts and information, including current disruptions and planned works across the NSW transport network. Retrieve and filter alerts by transport mode for efficient management of transport-related data.
    • KoreaSeoul - Access public data from Seoul, including subway ridership statistics and cultural event information through the Seoul Public Data API. Integrate this data into applications for real-time insights on transportation and cultural events.
    • ArcGIS Location Services - Provides geocoding, reverse geocoding, and routing services to enhance applications with location-based features. Access detailed location data and nearby points of interest effectively.
    • IP Geolocation Lookup Server - Provides IP geolocation lookup services including country, region, and city information using the ip-api.com service.
    • NS Travel Information Server - Provides real-time travel information for Dutch Railways (NS), enabling users to access schedules, train statuses, and travel-related queries.
    • Weather MCP Server - Provides real-time weather forecasts and city information queries, offering accurate weather data for the next 24 hours based on city names or coordinates.
    • Weather MCP Tool - Provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. It includes features for air quality information and weather alerts.
    • Vilnius Transport - Provides access to real-time Vilnius public transport data, allowing integration with large language models for transport-related queries and functionality.
    • SSE-based Server and Client - Demonstrates a working pattern for SSE-based AI model servers and clients, enabling connection to tools for tasks such as weather forecasting and alerts. Utilizes Server-Sent Events (SSE) for real-time communication between clients and server tools.
    • Taiwan Central Weather Administration Weather MCP - Access real-time and forecast weather data for Taiwan, including 3-day and 1-week forecasts and historical rainfall data. Utilize a simplified API interface for reliable weather information specific to Taiwan's regions.
    • 天气查询服务 - Provides real-time weather information for cities around the world through a simple API, allowing applications to query current weather conditions easily.
    • Weather Server - Retrieve real-time weather information including temperature, humidity, and wind conditions for cities worldwide, with an option to fallback on mock data if the API request fails.
    • Buienradar Server - Fetches precipitation forecasts for specified latitude and longitude using Buienradar, providing data for the next two hours.
    • Weather API Server - Provides real-time weather data and forecasts for any location using the 和风天气 (QWeather) API. Offers current conditions, hourly forecasts, and city information with customizable options for units and language.
    • Weather MCP Server - Retrieve real-time weather forecasts, flood warnings, and earthquake reports from Malaysia's official open data portal, providing reliable environmental data and hazard alerts.
    • TMAP API Connector - Connect to the TMAP API for public transit route information and location geocoding services. Retrieve transit routes and perform full text geocoding with ease.
    • Model Context Protocol Server for Smithery - Interact with GitHub repositories to perform file operations, manage branches, and conduct advanced searches. This server supports batch operations and maintains Git history, facilitating effective repository management.
    • PyGithub MCP Server - Interact with the GitHub API to manage issues, repositories, and pull requests seamlessly. Utilize a modular tool architecture for flexible configuration and efficient handling of GitHub operations.
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