Metorial Index MCP Server

<img src="./assets/repo-header.png" alt="MCP Index" width="100%" /> <h1 align="center">Metorial MCP Index</h1> <p align="center">An ever growing list of <a href="https://modelcontextprotocol.io">MCP servers</a> curated by <a href="https://metorial.com">Metorial</a> 📡 📁</p>

[!TIP] Hosted MCP Containers: Skip the local setup and go hosted. Metorial's serverless MCP enables you to integrate the MCP servers listed in this repo in a single line of code. Built for devs; with logging, monitoring and SDKs included.

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Official Servers

• <img src="https://github.com/21st-dev.png?size=120" width="12px" height="12px" /> Magic MCP - Magic MCP is an AI tool that allows developers to create user interface components simply by describing them in everyday language. It works with popular coding environments, making the UI design process faster and more intuitive.

• <img src="https://github.com/apimatic.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/apify.png?size=120" width="12px" height="12px" /> Apify Actors MCP Server - Enable interaction with various Apify Actors to perform specific tasks through an MCP server configuration. It supports HTTP server access via Server-Sent Events (SSE) and local server functionality through standard input/output.

• <img src="https://github.com/axiomhq.png?size=120" width="12px" height="12px" /> Axiom MCP Server - Queries Axiom datasets using Axiom Processing Language (APL) and lists available datasets.

• <img src="https://github.com/base.png?size=120" width="12px" height="12px" /> Base MCP Server - Enables interaction with the Base blockchain and Coinbase API for AI applications. Supports wallet management, fund transfers, smart contract deployments, and onchain lending functionality.

• <img src="https://github.com/browserbase.png?size=120" width="12px" height="12px" /> Browserbase - Provides cloud browser automation capabilities, enabling interaction with web pages, taking screenshots, and executing JavaScript in a cloud browser environment.

• <img src="https://github.com/chargebee.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/chroma-core.png?size=120" width="12px" height="12px" /> Chroma MCP Server - Integrates vector database capabilities for managing collections, performing semantic searches, and retrieving data with advanced filtering. Enhances AI models with powerful data retrieval features to improve context and performance.

• <img src="https://github.com/cloudflare.png?size=120" width="12px" height="12px" /> Cloudflare - Interact with Cloudflare services including deploying Workers, managing KV Store, handling R2 Storage, executing SQL queries in D1 databases, and retrieving analytics data.

• <img src="https://github.com/comet-ml.png?size=120" width="12px" height="12px" /> Opik MCP Server - Integrates with IDEs to provide access to Opik features via a standardized protocol. Facilitates the management of prompts, projects, and metrics with a unified interface and various transport options for flexible integration.

• <img src="https://github.com/devhub.png?size=120" width="12px" height="12px" /> DevHub CMS Integration - Manage content within the DevHub CMS system, allowing for the creation, updating, and retrieval of blog posts and media through an intuitive interface. Integrates with Large Language Models to enhance content management tasks without direct API integration.

• <img src="https://github.com/elie222.png?size=120" width="12px" height="12px" /> Inbox Zero - Manage emails effectively with an AI assistant that automates various tasks related to inbox organization and communication. Integrates into environments like Cursor and Claude Desktop for enhanced email management.

• <img src="https://github.com/exa-labs.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/github.png?size=120" width="12px" height="12px" /> GitHub - Interact with GitHub repositories, manage issues, and automate workflows using GitHub's APIs for seamless integration and advanced functionality.

• <img src="https://github.com/gotohuman.png?size=120" width="12px" height="12px" /> gotoHuman - Request human reviews for AI-generated content through a webhook-based workflow. Supports seamless integration into AI workflows, allowing for customizable human approval processes.

• <img src="https://github.com/graphlit.png?size=120" width="12px" height="12px" /> Graphlit - Integrate various data sources such as Slack, Gmail, and web feeds into Graphlit projects, enabling efficient retrieval and searching of relevant content via MCP clients.

• <img src="https://github.com/heroku.png?size=120" width="12px" height="12px" /> Heroku Platform MCP Server - Facilitates interaction with Heroku Platform resources using natural language, enabling users to manage applications, dynos, and add-ons through LLM-driven tools.

• <img src="https://github.com/hyperbrowserai.png?size=120" width="12px" height="12px" /> Hyperbrowser - Scrape and extract structured data from webpages and crawl internet resources. Provides access to general purpose browser agents for tasks involving web interactions.

• <img src="https://github.com/integromat.png?size=120" width="12px" height="12px" /> Make MCP Server - Connects to Make accounts to utilize On-Demand scenarios as callable tools for AI assistants, enabling seamless interaction with automation workflows. Returns output in structured JSON for AI processing.

• <img src="https://github.com/its-dart.png?size=120" width="12px" height="12px" /> Dart - A server implementation for the Model Context Protocol using Dart, enabling connection between AI models and various tools or data sources. It supports prompt management and resource templates, along with tools for task and document management.

• <img src="https://github.com/jamsocket.png?size=120" width="12px" height="12px" /> ForeverVM - Enable agents to execute Python code seamlessly within a REPL environment, allowing for on-the-fly script creation and execution. It enhances automation and coding capabilities directly within workflows.

• <img src="https://github.com/makenotion.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/firecrawl.png?size=120" width="12px" height="12px" /> Firecrawl MCP Server - Integrates with Firecrawl for advanced web scraping capabilities including structured data extraction and batch processing, while supporting both cloud and self-hosted deployments. Provides features like automatic retries, rate limiting, and content analysis powered by LLMs.

• <img src="https://github.com/metoro-io.png?size=120" width="12px" height="12px" /> Metoro MCP Server - Interact with Kubernetes clusters through Metoro's APIs via the Claude Desktop App. Facilitates communication between AI models and Kubernetes management operations.

• <img src="https://github.com/microsoft.png?size=120" width="12px" height="12px" /> Playwright Automation - Automate web interactions on web pages using structured accessibility data for reliable navigation and data extraction without the need for visual models. Enables LLMs to perform actions by leveraging Playwright's accessibility tree.

• <img src="https://github.com/needle-ai.png?size=120" width="12px" height="12px" /> Needle - Manage documents and perform searches utilizing Needle's capabilities through Claude's Desktop Application.

• <img src="https://github.com/oceanbase.png?size=120" width="12px" height="12px" /> OceanBase MCP Server - Facilitates secure interaction with OceanBase databases, allowing users to list tables, read data, and execute SQL queries through a controlled interface.

• <img src="https://github.com/oxylabs.png?size=120" width="12px" height="12px" /> Oxylabs MCP - Fetch and process content from specified URLs using the Oxylabs Web Scraper API, enabling easy access to web data.

• <img src="https://github.com/pydantic.png?size=120" width="12px" height="12px" /> Logfire MCP Server - Analyzes telemetry data and distributed traces using OpenTelemetry. Queries metrics and performs SQL queries for insights into application exceptions and errors in real-time.

• <img src="https://github.com/qdrant.png?size=120" width="12px" height="12px" /> Qdrant Server - Stores and retrieves information using the Qdrant vector search engine, enabling semantic search for relevant data. It functions as a memory layer for AI applications accessing external tools and information.

• <img src="https://github.com/salesforcecli.png?size=120" width="12px" height="12px" /> Salesforce DX MCP Server - Official Salesforce DX MCP server enabling secure, natural language-driven interaction with Salesforce orgs through LLMs. Built with enhanced security using TypeScript libraries, encrypted authentication, and granular access control. Supports comprehensive Salesforce development workflows including metadata operations, data management, and org administration.

• <img src="https://github.com/screenshotone.png?size=120" width="12px" height="12px" /> ScreenshotOne MCP Server - Render website screenshots and obtain them as images to integrate screenshot capabilities into applications. Capture and utilize website visuals effortlessly through a powerful API.

• <img src="https://github.com/semgrep.png?size=120" width="12px" height="12px" /> Semgrep MCP Server - Scan code for security vulnerabilities and create custom rules with Semgrep. It provides an interface for advanced code analysis and security enhancements.

• <img src="https://github.com/stripe.png?size=120" width="12px" height="12px" /> Stripe Agent Toolkit - Integrate with Stripe APIs using function calling to manage customers and products, as well as facilitate interactions with various Stripe services.

• <img src="https://github.com/tavily-ai.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/tinybirdco.png?size=120" width="12px" height="12px" /> Tinybird Analytics - Connect to Tinybird's real-time analytics platform to search and analyze data using the Tinybird Query API and existing API endpoints.

• <img src="https://github.com/translated.png?size=120" width="12px" height="12px" /> Lara Translate - Provides translation capabilities with automatic language detection and context-aware translations. Supports multiple language pairs and allows for the fine-tuning of translations using custom instructions.

• <img src="https://github.com/vectorize-io.png?size=120" width="12px" height="12px" /> Vectorize MCP Server - Integrates advanced vector retrieval and text extraction capabilities, enabling document searches and Markdown text extraction from various file types. Supports deep research generation from custom data pipelines.

• <img src="https://github.com/yamadashy.png?size=120" width="12px" height="12px" /> Repomix - Transforms codebases into AI-friendly formats to facilitate analysis by AI tools, improving code reviews and enabling refactoring suggestions. Consolidates repository information through a single command for better AI understanding.

Web Search

• <img src="https://github.com/153913232a.png?size=120" width="12px" height="12px" /> Webpack Vue App - This server is a Vue.js application designed to mimic the CNode community, allowing users to create and explore posts in a dedicated test area. It's equipped with a modern development setup using webpack, making it easy to run and modify.

• <img src="https://github.com/34892002.png?size=120" width="12px" height="12px" /> Bilibili MCP - The Bilibili MCP server allows users to search for videos on Bilibili, a popular Chinese video-sharing platform. It provides a straightforward API for retrieving video details such as titles, authors, view counts, and durations.

• <img src="https://github.com/8enSmith.png?size=120" width="12px" height="12px" /> Open Library MCP Server - Connect AI assistants to the Open Library to search and retrieve detailed information about books and authors, providing structured JSON responses.

• <img src="https://github.com/Abhi5h3k.png?size=120" width="12px" height="12px" /> URL2SNAP - Capture screenshots of any specified URL and return the access URL for the captured image, facilitating webpage snapshot sharing and integration into automation workflows.

• <img src="https://github.com/ac3xx.png?size=120" width="12px" height="12px" /> Kagi Search - Access Kagi's search engine to perform web searches, providing high-quality, ad-free results through its API. The server is currently in private beta and includes functionality for basic search operations.

• <img src="https://github.com/aimiliyaai.png?size=120" width="12px" height="12px" /> Alnitak - A dynamic video platform supporting real-time interactions, featuring video playback, live comments, and content management functionalities. It includes video transcoding, real-time messaging, and role-based access control through JWT-based authentication.

• <img src="https://github.com/aimiliyaai.png?size=120" width="12px" height="12px" /> Alnitak - A dynamic video sharing platform that supports real-time interactions, including video playback, comments, and user engagement. It features video transcoding, WebSocket-based real-time communication, and role-based access control for secure management.

• <img src="https://github.com/adamwattis.png?size=120" width="12px" height="12px" /> Resource Hub Server - Connects to a centralized hub for managing and configuring MCP servers, facilitating access to shared tools and resources across various environments. Simplifies the management of MCP server settings from a single configuration point.

• <img src="https://github.com/adenot.png?size=120" width="12px" height="12px" /> Google Custom Search Server - Provides web search capabilities using the Google Custom Search API and extracts content from web pages.

• <img src="https://github.com/adhikasp.png?size=120" width="12px" height="12px" /> Reddit Content - Fetch and analyze content from Reddit, including retrieving hot threads and detailed post content with comments across various post types such as text, link, and gallery.

• <img src="https://github.com/adhikasp.png?size=120" width="12px" height="12px" /> Twikit Twitter Search - Search and analyze Twitter data integration using the Model Context Protocol, facilitating access to various Twitter data for analysis and insights.

• <img src="https://github.com/aditya002p.png?size=120" width="12px" height="12px" /> Exa Web Search Server - Enables AI models to conduct real-time web searches, including academic paper searches, social media queries, and company research using a search API. Provides structured search results with content snippets and supports caching of recent searches for quick access.

• <img src="https://github.com/adityak74.png?size=120" width="12px" height="12px" /> Scholarly Search - Search for academic articles in arXiv, providing access to a range of scholarly content and resources.

• <img src="https://github.com/aeon-seraph.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/afrise.png?size=120" width="12px" height="12px" /> Academic Paper Search Server - Enables searching and retrieving academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available. It returns structured data responses adhering to the MCP specification.

• <img src="https://github.com/AI-Agent-Hub.png?size=120" width="12px" height="12px" /> Open MCP Marketplace - A web-based plugin that enables browsing, selecting, and installing MCP tools from various marketplaces, enhancing AI agents with capabilities such as map location, search, and payment integration. It features an autonomous tool dispatcher to optimize tool selection based on ratings and usage statistics.

• <img src="https://github.com/AI-FE.png?size=120" width="12px" height="12px" /> Dify Server - Integrates the Dify AI API to generate Ant Design business component code, supporting both text and image inputs while handling file uploads and providing stream-based responses.

• <img src="https://github.com/Ai-Quill.png?size=120" width="12px" height="12px" /> Scraper.is - Scraper.is provides tools for extracting web content and capturing screenshots, enabling access to real-time information from the web. It supports multiple output formats such as markdown, HTML, and JSON for the extracted data.

• <img src="https://github.com/Ai-Quill.png?size=120" width="12px" height="12px" /> Scraper.is MCP Server - A web scraping tool that enables extraction of data from websites using natural language queries, providing structured results in JSON or Markdown formats. It also supports capturing screenshots and offers real-time progress updates during scraping operations.

• <img src="https://github.com/Aias.png?size=120" width="12px" height="12px" /> barnsworthburning - Search through a digital commonplace book filled with bookmarks and snippets on various topics including design, software, art, architecture, craft, writing, and literature.

• <img src="https://github.com/Ajey95.png?size=120" width="12px" height="12px" /> Amazon Rainforest Travel Guide - An AI-powered travel assistant that helps users plan routes and discover accommodations, adventure spots, and cultural sites in the Amazon Rainforest while providing essential travel precautions and real-time information through location-based services.

• <img src="https://github.com/AkekaratP.png?size=120" width="12px" height="12px" /> Airbnb Search and Listing Details Server - Search Airbnb listings and retrieve detailed information about specific listings using structured JSON data. The server respects Airbnb's robots.txt rules and does not require an API key.

• <img src="https://github.com/AkekaratP.png?size=120" width="12px" height="12px" /> Flight and Stay Search Server - Provides flight and accommodation search capabilities using the Duffel API, enabling users to search for one-way, round-trip, and multi-city flights and obtain detailed flight offers. Users can also filter results based on preferences like cabin class and passenger count, while accessing guest reviews for stays.

• <img src="https://github.com/AkhrHysd.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/akream.png?size=120" width="12px" height="12px" /> Python Cat Facts Server - Provides real-time and on-demand cat facts via a FastAPI server using Server-Sent Events (SSE) transport, allowing users to subscribe to a stream of cat facts or request a random fact instantly.

• <img src="https://github.com/aldrin-labs.png?size=120" width="12px" height="12px" /> Metaplex Server - Access Metaplex documentation, retrieve repository details from the metaplex-foundation, and search code across Metaplex repositories.

• <img src="https://github.com/Alex-Smith-1234.png?size=120" width="12px" height="12px" /> Map MCP Server - Integrate dynamic data and manipulate context in real-time to enhance user interactions with external resources. Navigate to specified locations using an asynchronous tool function within a Docker environment.

• <img src="https://github.com/alexandrebagio.png?size=120" width="12px" height="12px" /> SWAPI Server - Integrate with the Star Wars API to fetch and manipulate data about the Star Wars universe, specifically focusing on listing planets and people. Provides structured information such as climate, terrain, and population of planets.

• <img src="https://github.com/Alihkhawaher.png?size=120" width="12px" height="12px" /> Everything Search - Integrates with the Everything Search Engine to provide advanced file search capabilities including full text search, case sensitivity, whole word matching, and regex support. Offers sorting options and formats results with human-readable file sizes and formatted dates.

• <img src="https://github.com/alimo7amed93.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/allenday.png?size=120" width="12px" height="12px" /> Solr Integration - Access Apache Solr indexes for executing hybrid search queries that combine keyword precision with vector semantic understanding, supporting both document content and vector embeddings in unified collections.

• <img src="https://github.com/ameeralns.png?size=120" width="12px" height="12px" /> DeepResearch - Conducts iterative research on various topics through automated web searches and generates comprehensive reports that include executive summaries, analyses, and visualizations while ensuring content management and error resilience.

• <img src="https://github.com/amotivv.png?size=120" width="12px" height="12px" /> Web Content Server - Fetch and process web content for LLM context using Cloudflare Browser Rendering, enabling real-time web data extraction and structured content summarization.

• <img src="https://github.com/amotivv.png?size=120" width="12px" height="12px" /> Cloudflare Browser Rendering - Fetch and process web content for contextual use in LLMs, with capabilities for structured content extraction and documentation search. Capture screenshots of web pages to enhance insights and contextual understanding.

• <img src="https://github.com/amysatterlee.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/AnCode666.png?size=120" width="12px" height="12px" /> NASA API Integration Server - Retrieve astronomical data, space weather information, and Earth imagery from NASA's APIs. Query various services such as Astronomy Picture of the Day and Near Earth Objects for real-time data retrieval.

• <img src="https://github.com/Anansitrading.png?size=120" width="12px" height="12px" /> Poe Proxy Server - Proxy for the Poe.com API that enables querying multiple AI models with session management, real-time streaming responses, and file sharing capabilities. Facilitates integration with web clients using SSE transport and offers special support for Claude 3.7 Sonnet's thinking protocol.

• <img src="https://github.com/andybrandt.png?size=120" width="12px" height="12px" /> Simple Arxiv - Provides access to arXiv papers through their API, enabling searches for papers by title and abstract, retrieval of metadata and abstracts, and access to various paper formats including PDF and HTML.

• <img src="https://github.com/andybrandt.png?size=120" width="12px" height="12px" /> Simple PubMed - Access and search PubMed articles through the Entrez API, retrieve article abstracts, and download full-text content for open access articles when available.

• <img src="https://github.com/andybrandt.png?size=120" width="12px" height="12px" /> Simple Timeserver - Provides local and UTC time information, allowing AI models to access current time and timezone details from the user's machine.

• <img src="https://github.com/anewkim.png?size=120" width="12px" height="12px" /> Docusaurus Static Site Generator - Generate and deploy modern static websites efficiently, with features for live reloading during development and seamless deployment to GitHub Pages or other static hosting services. Provides an extensible framework for website management and content generation.

• <img src="https://github.com/angheljf.png?size=120" width="12px" height="12px" /> NYTimes Article Search - A TypeScript-based MCP server that searches New York Times articles from the last 30 days using a specified keyword. It integrates with the New York Times API to retrieve article information based on user queries.

• <img src="https://github.com/angrysky56.png?size=120" width="12px" height="12px" /> Windows Website Downloader - Downloads websites and their associated assets while maintaining a navigable structure. Prepares content for retrieval-augmented generation (RAG) indexing, creating organized folders and indexes for each site downloaded.

• <img src="https://github.com/anpigon.png?size=120" width="12px" height="12px" /> Obsidian Omnisearch - Programmatically search through notes stored in an Obsidian vault using a REST API, returning absolute paths to matching notes for easy integration with other services. It enhances the note-taking experience by leveraging advanced search capabilities.

• <img src="https://github.com/AnuragRai017.png?size=120" width="12px" height="12px" /> Python Documentation Server - Fetches Python documentation using the Brave Search API, providing relevant links based on search queries for an enhanced coding experience.

• <img src="https://github.com/apappascs.png?size=120" width="12px" height="12px" /> Tavily Search - Integrates the Tavily Search API to perform optimized web searches tailored for LLMs, allowing for control over search parameters such as depth, topic, and time range. It extracts relevant content from results, focusing on quality and size.

• <img src="https://github.com/apify.png?size=120" width="12px" height="12px" /> RAG Web Browser Server - Connects AI models to perform web searches and scrape content, returning information in Markdown format. It facilitates interaction between AI agents and web pages, optimizing data retrieval for large language models.

• <img src="https://github.com/appleinmusic.png?size=120" width="12px" height="12px" /> Baidu Search Server - Enables AI assistants to perform web searches using the Baidu Wenxin API, supporting multiple models and providing search results along with reference sources. Features include deep search options and recency filtering for improved search relevance.

• <img src="https://github.com/apridachin.png?size=120" width="12px" height="12px" /> Kagi Search - Search the web using the Kagi API to retrieve answers and enrich the model context with web content and the latest news.

• <img src="https://github.com/arben-adm.png?size=120" width="12px" height="12px" /> Brave Search - Integrates with Brave Search to perform web and local searches, facilitating information retrieval through AI models.

• <img src="https://github.com/apify.png?size=120" width="12px" height="12px" /> Apify Actors MCP Server - Enable interaction with various Apify Actors to perform specific tasks through an MCP server configuration. It supports HTTP server access via Server-Sent Events (SSE) and local server functionality through standard input/output.

• <img src="https://github.com/arben-adm.png?size=120" width="12px" height="12px" /> Tavily Search - Provides multi-topic search capabilities across various domains such as business, news, finance, and politics using the Tavily API.

• <img src="https://github.com/arjunkmrm.png?size=120" width="12px" height="12px" /> Exa AI Search Server - Connects AI assistants to the Exa AI Search API for real-time web searches, academic inquiries, and social media queries. Supports customizable search capabilities and live crawling for company and competitor research.

• <img src="https://github.com/arjunkmrm.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/arjunkmrm.png?size=120" width="12px" height="12px" /> Perplexity Deep Research - Enables AI assistants to perform web searches utilizing Perplexity's Deep Research with access to the chat completions API and sonar-deep-research model. Offers a tool for executing search queries with an optional recency filter.

• <img src="https://github.com/arjunprabhulal.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/arkeodev.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/AshDevFr.png?size=120" width="12px" height="12px" /> Discourse MCP Server - Search posts on a Discourse forum using the Model Context Protocol for enhanced access to discussions and user engagement.

• <img src="https://github.com/assafelovic.png?size=120" width="12px" height="12px" /> GPT Researcher - Autonomously explores and validates numerous sources for relevant, trustworthy, and up-to-date information to enhance research capabilities. Optimizes context usage to provide comprehensive insights for research projects.

• <img src="https://github.com/asusevski.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/atlas-comstock.png?size=120" width="12px" height="12px" /> Hika MCP Server - Stream real-time AI-generated perspectives using Server-Sent Events (SSE) for enhanced knowledge exploration. Facilitate the exploration of multiple cognitive viewpoints on search queries, allowing users to deep dive into related knowledge domains.

• <img src="https://github.com/atlas-comstock.png?size=120" width="12px" height="12px" /> Wise Backend - Provides real-time streaming of AI-generated knowledge and perspectives through the Server-Sent Events (SSE) protocol, enhancing user search experiences by offering diverse cognitive insights.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> TweetBinder - Access Twitter analytics and reporting data, enabling analysis of hashtags, users, and conversations. Generate detailed reports with engagement metrics and sentiment analysis in real-time.

• <img src="https://github.com/babo072.png?size=120" width="12px" height="12px" /> SchoolFoods - Retrieve school meal information by accessing detailed meal data through school names and dates, supporting various date formats. The server handles duplicate school names and provides suggestions for similar names to improve user experience.

• <img src="https://github.com/baidu-maps.png?size=120" width="12px" height="12px" /> 百度地图 MCP Server - Provides access to various map services including geocoding, reverse geocoding, and route planning through the Baidu Map API, compatible with the MCP protocol.

• <img src="https://github.com/baranwang.png?size=120" width="12px" height="12px" /> Deep Research - Search the web for information using the Tavily API to enhance research capabilities with configurable search parameters.

• <img src="https://github.com/baidubce.png?size=120" width="12px" height="12px" /> AppBuilder-SDK - Integrates Baidu's search capabilities with AI language models to provide intelligent, real-time responses and information retrieval. Customizable features support various search scenarios with options for persona settings, model selection, and query enhancements.

• <img src="https://github.com/baranwang.png?size=120" width="12px" height="12px" /> Trends Hub - Aggregates trending topics from multiple platforms such as Weibo, Douyin, and Tencent News, providing real-time updates on the latest trends and insights. Supports integration with AI applications through the Model Context Protocol (MCP).

• <img src="https://github.com/bbangjooo.png?size=120" width="12px" height="12px" /> MCP Finder and Installer - Discover and connect to Model Context Protocol servers using tools for finding, collecting configuration, and local installation of MCP servers.

• <img src="https://github.com/beordle.png?size=120" width="12px" height="12px" /> Time Server - Provides current time information and supports time conversions between different timezones, including handling Daylight Saving Time and calculating time differences.

• <img src="https://github.com/bertGPT-feng.png?size=120" width="12px" height="12px" /> DeepSeek Free API - Provides access to conversational AI capabilities, enabling multi-turn dialogues and internet searches with zero configuration deployment. Fully compatible with ChatGPT interfaces for enhanced interaction.

• <img src="https://github.com/bharathvaj-ganesan.png?size=120" width="12px" height="12px" /> Whois Lookup - Perform WHOIS lookups to retrieve domain ownership details, registration dates, and availability directly from AI agents without leaving the workspace.

• <img src="https://github.com/bilhasry-deriv.png?size=120" width="12px" height="12px" /> Web Accessibility Analysis Server - Analyze web accessibility of any URL and simulate color blindness using color matrices. The server provides detailed reporting based on the accessibility analysis results.

• <img src="https://github.com/billster45.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/blake365.png?size=120" width="12px" height="12px" /> Macrostrat API Server - Query and analyze comprehensive geologic data using the Macrostrat API, providing access to geologic units, minerals, timescales, and more. Create visualizations based on geological data to enhance understanding.

• <img src="https://github.com/blake365.png?size=120" width="12px" height="12px" /> USGS Earthquake Data - Access real-time earthquake data from the USGS API, enabling users to query earthquake information based on various parameters and retrieve details about specific events.

• <img src="https://github.com/blazickjp.png?size=120" width="12px" height="12px" /> ArXiv Server - Provides access to arXiv research papers via a straightforward MCP interface, enabling AI models to search and retrieve academic articles.

• <img src="https://github.com/BjornMelin.png?size=120" width="12px" height="12px" /> Crawl4AI MCP Server - Enables high-performance web scraping, crawling, and deep research through a Model Context Protocol server, offering structured data extraction and asynchronous crawling capabilities. Features secure authentication methods and integration with web research tools via CloudFlare Workers for AI-driven data gathering.

• <img src="https://github.com/blazickjp.png?size=120" width="12px" height="12px" /> Web Browser - Provides advanced web browsing capabilities for AI applications, enabling interaction with web content and retrieval of information from online sources.

• <img src="https://github.com/bmorphism.png?size=120" width="12px" height="12px" /> Marginalia - Access the Marginalia Search API to perform searches for non-commercial content on the internet, allowing for configurable search parameters and result counts. It includes rate limiting protection and uses the MCP SDK for integration.

• <img src="https://github.com/bneil.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/BochaAI.png?size=120" width="12px" height="12px" /> Bocha Search - Provides access to high-quality world knowledge from billions of web pages and various ecological content sources through a powerful search engine interface. Supports natural language semantic search, offering rich, structured results and vertical domain cards for enhanced information retrieval across multiple domains.

• <img src="https://github.com/bradleygolden.png?size=120" width="12px" height="12px" /> HexDocs MCP - HexDocs MCP provides semantic search capabilities for Hex package documentation, enabling integration with AI applications to access and find relevant documentation efficiently. It includes an Elixir binary for processing documentation and a TypeScript server that implements the Model Context Protocol to facilitate searches.

• <img src="https://github.com/brianellin.png?size=120" width="12px" height="12px" /> Bluesky MCP Server - Connect to Bluesky and interact with the ATProtocol using natural language to fetch, analyze, and post content seamlessly. Provides access to various Bluesky API endpoints directly within LLM applications.

• <img src="https://github.com/briandconnelly.png?size=120" width="12px" height="12px" /> IP Geolocation Server - Retrieve detailed information about an IP address to determine geographic location and network details using the IPInfo API.

• <img src="https://github.com/brianshin22.png?size=120" width="12px" height="12px" /> Youtube Translate - Interfacing with the YouTube Translate API to obtain transcripts, translations, subtitles, and summaries of YouTube videos. Enables searching video transcripts for specific keywords and phrases, and directly processes video content to enhance understanding.

• <img src="https://github.com/bsmi021.png?size=120" width="12px" height="12px" /> Webscan - Scan and analyze web content, fetching pages in Markdown format, extracting links, and generating sitemaps for comprehensive site analysis.

• <img src="https://github.com/btwiuse.png?size=120" width="12px" height="12px" /> NPM Search - Search for npm packages using the npm search command to find relevant libraries and tools from the npm registry.

• <img src="https://github.com/buhe.png?size=120" width="12px" height="12px" /> RSS Feed Manager - Fetch and manage articles from various RSS feeds with features for automatic fetching, filtering, and favoriting articles. Supports importing RSS feed subscriptions via OPML files and exposes the content through an MCP API.

• <img src="https://github.com/probelabs.png?size=120" width="12px" height="12px" /> Docs MCP Server - Enables AI assistants to search and interact with documentation or codebases by pointing to a Git repository or local folder, allowing for natural language queries about the contents.

• <img src="https://github.com/BurtTheCoder.png?size=120" width="12px" height="12px" /> Maigret - MCP server for conducting OSINT username searches across various social networks and analyzing URLs to collect user account information from public sources.

• <img src="https://github.com/BurtTheCoder.png?size=120" width="12px" height="12px" /> DNStwist - An MCP server for conducting DNS fuzzing to identify typosquatting, phishing, and potential corporate espionage by analyzing domain permutations.

• <img src="https://github.com/cabrit0.png?size=120" width="12px" height="12px" /> Master Content Plan Generator - Generates structured learning paths by aggregating and organizing resources from the web based on specified topics, with support for web search and scraping. The server returns a standardized JSON structure for easy integration with client applications.

• <img src="https://github.com/CaChiJ.png?size=120" width="12px" height="12px" /> Kakao Mobility & Kakao Map Server - Provides location search and route finding services using Kakao's mapping API, enabling geocoding of addresses and optimal path calculation across various transportation modes with consideration for real-time traffic data.

• <img src="https://github.com/Cam10001110101.png?size=120" width="12px" height="12px" /> Ollama Deep Researcher - Conduct in-depth research on any topic by generating web search queries, gathering results, summarizing findings, and providing a comprehensive markdown summary of all sources used.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/captainChaozi.png?size=120" width="12px" height="12px" /> Search Intent Analysis Service - Analyzes user search keywords to reveal intent and provides insights for enhancing SEO strategies. Delivers possible categories, reasoning, and related references to improve search effectiveness.

• <img src="https://github.com/ChanMeng666.png?size=120" width="12px" height="12px" /> Google Jobs - Provides capabilities to search for job listings using Google Jobs via SerpAPI integration, supporting multiple languages.

• <img src="https://github.com/chat-prompt.png?size=120" width="12px" height="12px" /> GPTers AI Knowledge Search Server - Access knowledge from the GPTers AI study community efficiently through an MCP interface, enabling targeted searches based on creation date, author, and board categories. The server integrates with various MCP clients to deliver relevant insights from community content.

• <img src="https://github.com/chenmingkong.png?size=120" width="12px" height="12px" /> Bilibili API Server - Seamlessly access Bilibili's API, enabling advanced searching and data retrieval operations for users, videos, live streams, and articles, as well as fetching video comments (danmaku). Offers functionalities for general searches and precise filtering of results across various content types.

• <img src="https://github.com/chenxilol.png?size=120" width="12px" height="12px" /> Perplexity Search Golang - Connect AI models to the Perplexity search API for real-time web searches, retrieving results with citations. Access updated information and related questions to enhance application capabilities.

• <img src="https://github.com/chiziuwaga.png?size=120" width="12px" height="12px" /> Vercel AI SDK MCP Server - Integrates Vercel AI SDK capabilities into AI development environments to facilitate the generation of objects, text, and UI components. Supports seamless interaction with other tools like Figma and Magic MCP, enhancing design and development workflows.

• <img src="https://github.com/chrishayuk.png?size=120" width="12px" height="12px" /> Time Server - Retrieve current times and convert between various global timezones using advanced utilities. Provides accurate and reliable time data through a microservice built with Python and asyncio.

• <img src="https://github.com/chuanmingliu.png?size=120" width="12px" height="12px" /> Fetch Server - Fetches web content from specified URLs and converts it to markdown format for easier processing by language models. Supports content extraction with options for maximum length and starting index for truncation.

• <img src="https://github.com/chuanmingliu.png?size=120" width="12px" height="12px" /> Web Research Server - Integrates real-time web research capabilities into workflows by enabling Google search, webpage content extraction, research session tracking, and screenshot capture.

• <img src="https://github.com/Claw256.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Claw256.png?size=120" width="12px" height="12px" /> Google Search - Provides Google search capabilities with advanced filtering, web content extraction, and screenshot functionality, including markdown conversion. Features bot detection avoidance and supports authenticated site access.

• <img src="https://github.com/Cleversoft-IT.png?size=120" width="12px" height="12px" /> Drupal Modules MCP Server - Retrieve detailed information about Drupal modules directly from drupal.org, including version compatibility and installation instructions.

• <img src="https://github.com/cline.png?size=120" width="12px" height="12px" /> Cline - Enable autonomous coding assistance within an IDE, facilitating file creation and editing, running terminal commands, and interactive debugging through a browser, all while managing user permissions. Extend functionality via custom tools using the Model Context Protocol (MCP) to automate and streamline software development tasks.

• <img src="https://github.com/clssck.png?size=120" width="12px" height="12px" /> Research Assistant - Integrates with Cline and Claude Desktop for intelligent search and documentation retrieval, facilitating API discovery and code modernization while maintaining context across interactions. Uses advanced query processing and rate management for efficient operation.

• <img src="https://github.com/clssck.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/cmann50.png?size=120" width="12px" height="12px" /> MCP Chrome Google Search Tool - Enables the integration of Google search capabilities and extraction of webpage content through the Chrome browser.

• <img src="https://github.com/code-yeongyu.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Codeshark-NET.png?size=120" width="12px" height="12px" /> ClimateTriage - Integrates with the ClimateTriage API to facilitate searching for open source issues related to climate change and sustainability. Users can filter and sort these issues based on various criteria to find relevant projects for contribution.

• <img src="https://github.com/codyde.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Cognitive-Stack.png?size=120" width="12px" height="12px" /> Search Stock News - Search real-time stock news with customizable queries and domain-specific filters using the Tavily API. Provides type-safe, configurable search operations for AI workflows.

• <img src="https://github.com/ConechoAI.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/CooKey-Monster.png?size=120" width="12px" height="12px" /> Ebay MCP server - Fetches auction listings from Ebay.com using simple prompts to discover various items, like comics or collectibles, by leveraging Ebay's REST API for real-time auction data.

• <img src="https://github.com/Cooooper.png?size=120" width="12px" height="12px" /> KKJSBridge - KKJSBridge enhances the WKWebView experience by providing offline packages, enabling Ajax requests, and synchronizing cookies. It supports modular JSAPI management and allows control over Ajax hooks from both native and HTML5 frameworks.

• <img src="https://github.com/coucya.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/coyaSONG.png?size=120" width="12px" height="12px" /> Advanced YouTube - Interact with YouTube data to search for videos, channels, and comments, and analyze performance metrics. Retrieve transcripts and generate summaries of video content.

• <img src="https://github.com/cr7258.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/crazyrabbitLTC.png?size=120" width="12px" height="12px" /> Tally API Server - Access and retrieve information about DAOs, including governance data, proposals, and comprehensive metadata such as social links. Supports pagination for large result sets and offers sorting options by popularity or exploration status.

• <img src="https://github.com/cschmidt0121.png?size=120" width="12px" height="12px" /> Splunkbase MCP Server - Programmatic access to Splunkbase functionality, enabling users to search for, download, and manage Splunkbase apps through a standardized interface.

• <img src="https://github.com/cswkim.png?size=120" width="12px" height="12px" /> Discogs Music Catalog Server - Facilitates interaction with the Discogs music database to perform catalog operations, execute searches, and manage music collections. Enables integration with clients for streamlined music data workflows.

• <img src="https://github.com/ctvidic.png?size=120" width="12px" height="12px" /> Strava MCP Server - Access and analyze Strava data, including activities, athlete statistics, and social interactions through a language model interface, facilitating personalized insights and performance tracking.

• <img src="https://github.com/cyberchitta.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/dabidstudio.png?size=120" width="12px" height="12px" /> YouTube Insights - Extract insights from YouTube videos, analyze transcripts, and retrieve metadata and channel information. Enable keyword-based video discovery to support content strategy development.

• <img src="https://github.com/daheepk.png?size=120" width="12px" height="12px" /> arXiv Research Assistant - Facilitates efficient search and exploration of research papers from arXiv.org, enabling users to access detailed metadata, conduct keyword and author-based searches, and generate prompts for summarization and comparison. Provides updates on trending topics across various research categories.

• <img src="https://github.com/DaInfernalCoder.png?size=120" width="12px" height="12px" /> Perplexity-researcher-mcp - An intelligent research assistant that utilizes Perplexity's AI models for query handling, featuring automatic complexity detection to optimize routing to appropriate models for various tasks. It includes search capabilities for efficient information retrieval and basic query handling.

• <img src="https://github.com/DaInfernalCoder.png?size=120" width="12px" height="12px" /> Research Assistant - Utilizes Perplexity's Sonar Pro API to provide an intelligent research assistant with automatic query complexity detection, optimizing requests to the most suitable model for effective results. It includes search capabilities for straightforward questions and basic information lookup.

• <img src="https://github.com/DaInfernalCoder.png?size=120" width="12px" height="12px" /> Researcher - A simple notes system designed to manage and summarize text notes, incorporating an intelligent research assistant with search capabilities for handling various queries efficiently.

• <img src="https://github.com/daniel-lxs.png?size=120" width="12px" height="12px" /> Perplexity MCP Server - Provides a Python-based interface to access the Perplexity API, enabling users to query responses, maintain chat history, and manage conversations while mimicking browser interactions with Perplexity Chat.

• <img src="https://github.com/DappierAI.png?size=120" width="12px" height="12px" /> Dappier MCP Server - Provides real-time web search capabilities and access to premium data sources, including news, financial markets, sports, entertainment, and weather information. Facilitates the development of AI agents leveraging diverse data models.

• <img src="https://github.com/DARPAI.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/datalayer.png?size=120" width="12px" height="12px" /> Earthdata Server - Enables efficient discovery and retrieval of NASA Earth Data datasets and granules, facilitating geospatial analysis and data exploration. Integrates with workflows for AI-powered analysis of Earthdata datasets.

• <img src="https://github.com/dazeb.png?size=120" width="12px" height="12px" /> Markdown Downloader - Download webpages and convert their content into markdown files. Features include a configurable download directory and automatic date-stamped filenames for organized storage.

• <img src="https://github.com/ddkang1.png?size=120" width="12px" height="12px" /> DuckDuckGo Search API - Provides access to DuckDuckGo's search capabilities, including text, image, news, and video search. Summarizes search results and facilitates engaging conversations through AI chat.

• <img src="https://github.com/DealExpress.png?size=120" width="12px" height="12px" /> DealX Platform Server - Enables interaction with ads on the DealX platform through natural language queries, supporting search, sorting, and pagination of ads. The framework is easily extendable for future functionalities related to the DealX platform.

• <img src="https://github.com/deepkl.png?size=120" width="12px" height="12px" /> SearXNG MCP Server - Integrates web search capabilities with support for executing general queries, news, and articles, allowing for pagination to tailor results. Enhances applications with robust search functionalities that can control result sizes and counts.

• <img src="https://github.com/DeepSpringAI.png?size=120" width="12px" height="12px" /> Parquet MCP Server - Enables applications to perform web searches and extract relevant information from search results, while also allowing for similarity searches to identify related content. This functionality simplifies access to web data and enhances content discovery.

• <img src="https://github.com/DeepSpringAI.png?size=120" width="12px" height="12px" /> Parquet MCP Server - Manipulate and analyze Parquet files efficiently, generating text embeddings and extracting file information while converting files to DuckDB or PostgreSQL formats.

• <img src="https://github.com/delorenj.png?size=120" width="12px" height="12px" /> Ticketmaster - Provides tools for discovering events, venues, and attractions via the Ticketmaster Discovery API, enabling flexible searches based on keywords, dates, and locations, with structured outputs for programmatic access or human-readable formats.

• <img src="https://github.com/devabdultech.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/DevEnterpriseSoftware.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Dips1902.png?size=120" width="12px" height="12px" /> Trip Planner - AI-powered trip planning assistant that creates personalized itineraries collaboratively based on user preferences using various interfaces including CLI, FASTAPI, and Streamlit.

• <img src="https://github.com/divslingerx.png?size=120" width="12px" height="12px" /> Memory Store - Provides web search capabilities using Puppeteer, returning structured JSON results from Google searches in a lightweight and stateless design.

• <img src="https://github.com/Domoteek.png?size=120" width="12px" height="12px" /> Airbnb Search Server - Search for Airbnb listings based on various parameters such as location, check-in and check-out dates, and guest count. Retrieve detailed information and direct links to the listings for easy access and trip planning.

• <img src="https://github.com/doomdagadiggiedahdah.png?size=120" width="12px" height="12px" /> IACR Cryptology ePrint Archive - Provides a programmatic interface to retrieve and search for cryptographic research papers from the IACR Cryptology ePrint Archive, along with access to paper metadata.

• <img src="https://github.com/doronaviguy.png?size=120" width="12px" height="12px" /> Ethereum Address Info Server - Provides real-time information about Ethereum addresses across multiple chains and fetches address data seamlessly through an easy-to-use API.

• <img src="https://github.com/dragons96.png?size=120" width="12px" height="12px" /> mcp-undetected-chromedriver - Automates control of the Chrome browser while successfully bypassing anti-bot detection mechanisms using undetected-chromedriver. Provides a comprehensive interface for various automated web interactions.

• <img src="https://github.com/Dreamboat-Rachel.png?size=120" width="12px" height="12px" /> Local MCP Server - Connect AI models to real-time data and tools with features such as weather querying, Google search automation, camera control, and image generation. The server supports modular expansion and custom API integration for tailored functionalities.

• <img src="https://github.com/DumplingAI.png?size=120" width="12px" height="12px" /> Dumpling AI MCP Server - Integrates data scraping, content processing, and AI capabilities, with features for document conversion, web scraping, and knowledge management. Supports real-time information access through various data APIs and secure code execution.

• <img src="https://github.com/DynamicEndpoints.png?size=120" width="12px" height="12px" /> AutoGen Server - Facilitates the creation and management of AI agents that engage in natural language interactions and collaborate to solve problems. Supports orchestration of both individual and group conversations with customizable configurations and built-in error handling.

• <img src="https://github.com/Ejb503.png?size=120" width="12px" height="12px" /> Systemprompt MCP Reddit - Fetch posts and content from Reddit, manage subreddits, and customize parameters for enhanced social media interaction.

• <img src="https://github.com/ElfProxy.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/ElfProxy.png?size=120" width="12px" height="12px" /> ElfProxy Proxy Pool Server - Provides secure access to global residential proxies with dynamic IP rotation, enabling geo-targeted web data extraction and AI-optimized web interactions. Features include adaptive rate limiting and intelligent content sanitization for enhanced AI workflows.

• <img src="https://github.com/ElfProxy.png?size=120" width="12px" height="12px" /> ElfProxy Proxy Pool Server - Provides secure access to global residential proxies with dynamic IP rotation for AI systems. Facilitates anonymous and reliable web data extraction with adaptive rate limiting and intelligent content sanitization.

• <img src="https://github.com/enemyrr.png?size=120" width="12px" height="12px" /> PageSpeed - Analyze webpage performance using Google PageSpeed Insights to provide metrics and suggestions for optimization.

• <img src="https://github.com/envykernel.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/ErickWendel.png?size=120" width="12px" height="12px" /> Erick Wendel Contributions - Queries Erick Wendel's contributions across various platforms, including talks, blog posts, and videos, using natural language. Integrates with tools like Claude and Cursor for seamless data access.

• <img src="https://github.com/erithwik.png?size=120" width="12px" height="12px" /> Hacker News - Fetch stories, comments, and user information from Hacker News, allowing users to access trending and relevant content directly from the platform.

• <img src="https://github.com/evalstate.png?size=120" width="12px" height="12px" /> Webcam - Streams live images from a webcam to an MCP Client, supporting both capturing frames and taking screenshots.

• <img src="https://github.com/everford.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Evilran.png?size=120" width="12px" height="12px" /> Baidu Search Server - Connects to Baidu to perform web searches and retrieve webpage content, incorporating intelligent text extraction and formatted results. Features built-in rate limiting and robust error handling for efficient content management.

• <img src="https://github.com/ExactDoug.png?size=120" width="12px" height="12px" /> Fetch Server - Fetches web content and converts it to markdown format for easy processing by LLMs. It retrieves content from specified URLs and allows for extraction in manageable chunks by specifying character indexes.

• <img src="https://github.com/exa-labs.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/falahgs.png?size=120" width="12px" height="12px" /> Brave-Gemini Research - Enables AI assistants to conduct web searches and analyze research papers using Brave Search and Google's Gemini model. Supports general and local web search functionalities alongside academic analysis capabilities.

• <img src="https://github.com/falcosan.png?size=120" width="12px" height="12px" /> MCP Server - Integrates AI models with the Meilisearch search engine, enabling dynamic interaction and intelligent tool selection based on user queries through a standardized JSON-RPC interface.

• <img src="https://github.com/falcosan.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/farzad528.png?size=120" width="12px" height="12px" /> Azure AI Agent Service - Integrates Azure AI services with Claude Desktop for enhanced search capabilities, enabling intelligent searches across indexed documents and the web while providing source citations. Offers two implementations: one that utilizes the Azure AI Agent Service for document and web searches, and another for direct access to Azure AI Search.

• <img src="https://github.com/farzad528.png?size=120" width="12px" height="12px" /> Azure AI Search Integration - Connects Claude Desktop with Azure AI Search for performing keyword, vector, or hybrid searches. It utilizes both the Azure AI Agent Service for enhanced search results and direct Azure AI Search for accessing indexed content.

• <img src="https://github.com/fatwang2.png?size=120" width="12px" height="12px" /> Search1API MCP Server - Provides search and crawl functionality utilizing the Search1API to retrieve and index data from various sources.

• <img src="https://github.com/fengin.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/FradSer.png?size=120" width="12px" height="12px" /> Local Web Search Server - Perform local web searches and extract relevant content from web pages, returning structured results including titles, URLs, and descriptions. The server supports customizable result limits, content truncation, domain filtering, and utilizes headless browser operations for enhanced performance.

• <img src="https://github.com/funwarioisii.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/galihfr09.png?size=120" width="12px" height="12px" /> Search-Quran - Connects AI models to the Quran API for precise access to Quranic text, minimizing hallucination by retrieving only necessary data upon request. Enables seamless integration with applications such as Claude desktop for enhanced reliability when handling sensitive religious content.

• <img src="https://github.com/gabrimatic.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/garylab.png?size=120" width="12px" height="12px" /> Serper Google Search Server - Provides Google search results to LLMs through Serper integration, enabling dynamic retrieval of up-to-date search information.

• <img src="https://github.com/geezerrrr.png?size=120" width="12px" height="12px" /> Exa MCP Server - Provides real-time web search capabilities using Exa's robust search API, enabling AI models to retrieve and cache web information in a secure manner while offering customizable search parameters.

• <img src="https://github.com/geezerrrr.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/georgeck.png?size=120" width="12px" height="12px" /> Hacker News Companion - Summarizes discussions from Hacker News by fetching and processing comments, ensuring the hierarchical structure and associated metadata are maintained for effective summarization by Claude.

• <img src="https://github.com/gianlucamazza.png?size=120" width="12px" height="12px" /> DuckDuckGo Search Plugin - Provides web search functionality using DuckDuckGo with advanced navigation and content exploration features, allowing users to retrieve detailed search results and related queries.

• <img src="https://github.com/giorgos3215.png?size=120" width="12px" height="12px" /> Ultimate Self-Evolving Cursor - Integrates advanced web, code, and file operations with Supabase for database management, providing tools for web scraping, code analysis, and file handling alongside AI-powered functionalities for intelligent analysis and self-improvement based on usage patterns.

• <img src="https://github.com/goswamig.png?size=120" width="12px" height="12px" /> Fetch Server - Fetches web content from specified URLs in formats such as HTML, JSON, plain text, and Markdown, allowing for customizable request headers.

• <img src="https://github.com/gradusnikov.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/gradusnikov.png?size=120" width="12px" height="12px" /> PubMedSearch - Search and retrieve academic papers from the PubMed database, providing access to titles, authors, journals, abstracts, and DOIs.

• <img src="https://github.com/gregkop.png?size=120" width="12px" height="12px" /> Sketchfab 3D Model Explorer - Search, view details, and download 3D models from Sketchfab, utilizing keywords, tags, and categories to find models and obtain comprehensive information about them. Supports downloading in multiple formats for creative projects.

• <img src="https://github.com/GridfireAI.png?size=120" width="12px" height="12px" /> Reddit MCP - Browse, search, and read Reddit content and comments through a simple interface, enabling integration of Reddit data into applications or workflows. Currently supports only read features with built-in rate limiting using the PRAW library.

• <img src="https://github.com/Hajime-Y.png?size=120" width="12px" height="12px" /> Deep Research - Provides advanced web search capabilities, document analysis, and image processing. Extracts information from various sources including PDFs and YouTube transcripts efficiently.

• <img src="https://github.com/happyhackerbird.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/didacusdev.png?size=120" width="12px" height="12px" /> OnePiece & Geolocalizar MCP Servers - Access detailed information about One Piece characters and geolocate public IPv4 addresses. This server facilitates the seamless integration of anime character data and IP geolocation features.

• <img src="https://github.com/harimkang.png?size=120" width="12px" height="12px" /> Korea Tourism API - Access information about South Korea's tourism attractions, including festivals, temples, restaurants, and accommodations through an API powered by the Korea Tourism Organization.

• <img src="https://github.com/Hawstein.png?size=120" width="12px" height="12px" /> Reddit API Access Server - Enables interaction with Reddit's public API to fetch and browse content such as frontpage posts, subreddit information, and post comments.

• <img src="https://github.com/heehee365.png?size=120" width="12px" height="12px" /> MediaCrawler - Scrapes data from popular social media platforms such as Xiaohongshu, Douyin, Kuaishou, Bilibili, and Weibo. Extracts videos, images, comments, likes, and shares using Playwright for efficient data collection.

• <img src="https://github.com/hellokaton.png?size=120" width="12px" height="12px" /> Unsplash Search - Connects to Unsplash's image library to perform advanced searches and apply filters on keywords for rich, high-quality image retrieval.

• <img src="https://github.com/hesreallyhim.png?size=120" width="12px" height="12px" /> IsItDown Server - Checks the status of websites to determine if they are currently down and provides information on recent downtime events.

• <img src="https://github.com/hhw67865.png?size=120" width="12px" height="12px" /> TripAdvisor Vacation Planner - Access TripAdvisor data to plan vacations by discovering attractions, restaurants, and hotels, while viewing photos and reviews. Offers an interactive prompt for vacation planning and detailed location information.

• <img src="https://github.com/highlight-ing.png?size=120" width="12px" height="12px" /> YouTube Integration - Extract transcripts from YouTube videos by providing a video URL. The server supports multiple URL formats and returns the transcript text in a structured array format.

• <img src="https://github.com/hiromitsusasaki.png?size=120" width="12px" height="12px" /> Raindrop.io Integration - Interact with Raindrop.io bookmarks by creating, searching, and filtering them using a user-friendly interface. Integrates seamlessly with AI models to enhance bookmark management.

• <img src="https://github.com/hks-anakin.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/huanongfish.png?size=120" width="12px" height="12px" /> ArXiv MCP Server - Search and access arXiv research papers through a simple interface, facilitating the retrieval and download of academic content for analysis. Streamline research with local storage and efficient access to extensive academic resources.

• <img src="https://github.com/hyperbrowserai.png?size=120" width="12px" height="12px" /> Hyperbrowser - Scrape and extract structured data from webpages and crawl internet resources. Provides access to general purpose browser agents for tasks involving web interactions.

• <img src="https://github.com/IA-Programming.png?size=120" width="12px" height="12px" /> YouTube MCP Server - Search for YouTube videos, retrieve their transcripts, and conduct semantic searches over video content to extract insights.

• <img src="https://github.com/iamadk.png?size=120" width="12px" height="12px" /> Fetch Server - Retrieve and process web content by converting HTML to markdown, enabling easier extraction of information in manageable chunks. Supports starting extraction from a specified character index for better navigation of web content.

• <img src="https://github.com/IBK-Insurance.png?size=120" width="12px" height="12px" /> Ollama LLM Web Interface - Provides a web interface for real-time interaction with LLM models using Ollama, enabling users to chat and engage with various LLM capabilities through a responsive design.

• <img src="https://github.com/ibrooksSDX.png?size=120" width="12px" height="12px" /> OpenSearch MCP Server - Create a semantic memory layer on top of OpenSearch to facilitate LLM applications by integrating external data sources and tools.

• <img src="https://github.com/icraft2170.png?size=120" width="12px" height="12px" /> YouTube MCP Server - Interact with YouTube content to retrieve video details, manage captions, and analyze trends using the YouTube Data API for real-time insights.

• <img src="https://github.com/ihor-sokoliuk.png?size=120" width="12px" height="12px" /> SearXNG Server - Integrates the SearXNG API to provide web search functionalities including retrieving general queries, news, and articles with advanced filtering options.

• <img src="https://github.com/ilyazub.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/imprvhub.png?size=120" width="12px" height="12px" /> RSS Aggregator - Fetch and read content from RSS feeds, organize and filter them by categories, and import subscriptions via OPML. Retrieve well-formatted articles with titles, snippets, and links using simple commands or natural language queries.

• <img src="https://github.com/imprvhub.png?size=120" width="12px" height="12px" /> Claude Spotify Integration - Integrate with Spotify to perform actions such as authentication, searching for music, controlling playback, managing playlists, and providing personalized music recommendations. Access and manage your Spotify library effortlessly from the LLM environment.

• <img src="https://github.com/instructa.png?size=120" width="12px" height="12px" /> YouTube Music MCP Server - Search for and play tracks on YouTube Music, enabling quick access to music via simple commands. Integrates music capabilities seamlessly into workflows.

• <img src="https://github.com/ipfind.png?size=120" width="12px" height="12px" /> IP Find - Retrieve geolocation information for IP addresses using the IP Find API, enabling AI assistants to easily access IP data for location lookups.

• <img src="https://github.com/isnow890.png?size=120" width="12px" height="12px" /> Naver Search - Connects to the Naver Search API for searching diverse content types such as news, blogs, and shopping. Analyzes search and shopping trends using the DataLab API, offering insights into consumer behavior patterns by category, device, gender, and age group.

• <img src="https://github.com/it-beard.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/jaacob.png?size=120" width="12px" height="12px" /> Perplexity Server - Provides web search capabilities through the Perplexity API, allowing access to real-time information from the web.

• <img src="https://github.com/JackKuo666.png?size=120" width="12px" height="12px" /> bioRxiv MCP Server - Search for bioRxiv papers, retrieve detailed metadata, and download papers to support biological sciences research and analysis.

• <img src="https://github.com/JackKuo666.png?size=120" width="12px" height="12px" /> Crossref MCP Server - Connect to Crossref's database to search and access academic paper metadata, including metadata retrieval for specific papers, journals, and funding organizations using various queries.

• <img src="https://github.com/JackKuo666.png?size=120" width="12px" height="12px" /> Google Scholar MCP Server - Enables AI assistants to perform searches on Google Scholar to access academic papers, retrieve paper metadata, and gather detailed author information. Facilitates efficient academic research through a seamless programmatic interface.

• <img src="https://github.com/JackKuo666.png?size=120" width="12px" height="12px" /> medRxiv MCP Server - Integrate with medRxiv's preprint repository to search for and access health sciences research papers and their metadata via a standardized interface. Enables efficient querying and retrieval of paper details based on custom search parameters and DOI.

• <img src="https://github.com/JackKuo666.png?size=120" width="12px" height="12px" /> Sci-Hub MCP Server - Connects to Sci-Hub for searching, accessing, and analyzing academic papers. Supports retrieving metadata and downloading full-text PDFs programmatically.

• <img src="https://github.com/JackKuo666.png?size=120" width="12px" height="12px" /> Semantic Scholar Server - Search for academic papers, retrieve detailed information about specific papers and authors, and access citations and references through the Semantic Scholar API.

• <img src="https://github.com/JackKuo666.png?size=120" width="12px" height="12px" /> PubMed MCP Server - Connects AI models to PubMed for searching, accessing, and analyzing biomedical articles, allowing retrieval of detailed metadata and deep analysis of research papers. Facilitates access to full-text PDFs and supports specialized prompts for comprehensive paper examination.

• <img src="https://github.com/jae-jae.png?size=120" width="12px" height="12px" /> Fetcher - Fetch web page content using a headless browser, capable of executing JavaScript to handle dynamic web pages and modern web applications. Extracts the main content intelligently using a Readability algorithm and supports output in both HTML and Markdown formats.

• <img src="https://github.com/jae-jae.png?size=120" width="12px" height="12px" /> G-Search - Enables efficient parallel searching on Google using multiple keywords, automatically handling verification challenges and returning structured search results in JSON format for analysis.

• <img src="https://github.com/jagan-shanmugam.png?size=120" width="12px" height="12px" /> Mattermost MCP Host - Connects Mattermost to Model Context Protocol (MCP) servers, enabling interactions with a LangGraph-based AI agent for executing tools and automating user requests directly within Mattermost channels.

• <img src="https://github.com/jaipandya.png?size=120" width="12px" height="12px" /> Product Hunt Server - Connects to Product Hunt's API to access posts, comments, collections, topics, and user data. Facilitates the integration of AI assistants and chatbots with Product Hunt's features.

• <img src="https://github.com/jakeyShakey.png?size=120" width="12px" height="12px" /> Umami Analytics Server - Connects Claude to Umami analytics data to analyze user behavior and track website performance. Provides tools for monitoring real-time visitor activity, capturing webpage content, and generating insights from historical data.

• <img src="https://github.com/jamiew.png?size=120" width="12px" height="12px" /> Spotify - Connect to Spotify for controlling playback and managing your music library, including playlist management support. Features include searching for tracks, getting information about music entities, and managing the playback queue.

• <img src="https://github.com/jasonjmcghee.png?size=120" width="12px" height="12px" /> WebMCP - A protocol for websites to share tools, resources, and prompts with client-side LLMs, enhancing user interaction without the need for API keys. It allows multiple WebMCP-enabled sites to be connected for a richer user experience.

• <img src="https://github.com/JavaProgrammerLB.png?size=120" width="12px" height="12px" /> Unsplash MCP Server - Search for high-quality images from Unsplash, enabling applications to integrate visual search capabilities. This server also serves as a learning resource for building MCP servers in Java.

• <img src="https://github.com/jayanthbagare.png?size=120" width="12px" height="12px" /> Scholarly Article Search Server - Search for accurate academic articles by keyword to facilitate research workflows. Integrates with applications to provide seamless retrieval of scholarly papers.

• <img src="https://github.com/JayArrowz.png?size=120" width="12px" height="12px" /> Old School RuneScape Wiki and Data Server - Seamless access to Old School RuneScape Wiki content and game data through a standardized protocol. Enables searching wiki pages, retrieving detailed page information, and querying various game data files to enhance applications with OSRS context.

• <img src="https://github.com/jbdamask.png?size=120" width="12px" height="12px" /> NIH RePORTER - Search for NIH-funded research projects and publications using various criteria such as fiscal years, investigator names, organization details, and funding information. Retrieve detailed project information, including abstracts, in a conversational format.

• <img src="https://github.com/jedrazb.png?size=120" width="12px" height="12px" /> Elasticsearch semantic search tool - Enables semantic search capabilities for blog posts indexed in Elasticsearch, facilitating efficient content crawling and indexing to enhance search functionality and retrieval of relevant information.

• <img src="https://github.com/jeong-sik.png?size=120" width="12px" height="12px" /> Kakao API Server - Provides access to Kakao Map and Daum Search APIs for fetching location data, performing place searches, converting coordinates to addresses, and finding routes. Enables integration of various search functionalities and mapping features through a standardized interface.

• <img src="https://github.com/jerpint.png?size=120" width="12px" height="12px" /> paperpal - Enhance literature review processes by enabling searches and discussions about machine learning papers from arXiv and Hugging Face. Facilitate natural conversations with language models to discover new research and organize ideas effectively.

• <img src="https://github.com/JeremyNixon.png?size=120" width="12px" height="12px" /> MCP Fetch - Fetches web content and processes images for integration with AI models, streamlining the retrieval and handling of online content in various applications.

• <img src="https://github.com/jharkins.png?size=120" width="12px" height="12px" /> Time Server - Provides accurate current time information and timezone conversions. Queries can be made for the current time in any IANA timezone and for converting times between different timezones.

• <img src="https://github.com/JiantaoFu.png?size=120" width="12px" height="12px" /> App Market Intelligence - Analyzes data from the Apple App Store and Google Play Store to provide insights on apps, market trends, and user feedback. Offers detailed information, app listings, and search capabilities for mobile applications in major app marketplaces.

• <img src="https://github.com/JigsawStack.png?size=120" width="12px" height="12px" /> JigsawStack AI Web Scraper - Scrape any website to obtain consistent, structured data quickly without the need for writing CSS selector code. Supports API integration for data extraction through a straightforward interface.

• <img src="https://github.com/JigsawStack.png?size=120" width="12px" height="12px" /> JigsawStack AI Web Search - Access high-quality web search results powered by AI, facilitating the retrieval of information from the internet. The server integrates various tools, allowing for seamless management and interaction with these tools through a structured approach.

• <img src="https://github.com/jikime.png?size=120" width="12px" height="12px" /> YouTube Toolbox - Interact with YouTube to perform video searches, extract transcripts, retrieve comments, and obtain detailed information about videos and channels. Provides advanced filtering options and access to trending videos and transcript analysis.

• <img src="https://github.com/jikime.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/jkingsman.png?size=120" width="12px" height="12px" /> Q-Anon Posts/Drops Server - Provides access to a dataset of Q-Anon posts for research purposes, enabling users to search, filter, and analyze the content for sociological insights.

• <img src="https://github.com/jlgrimes.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> YARR Media Stack - Automate and control your media services using natural language commands.

• <img src="https://github.com/jmh108.png?size=120" width="12px" height="12px" /> Mozilla Readability Parser - Extracts and transforms webpage content into clean, LLM-optimized Markdown, removing ads and non-essential elements for improved readability and processing by language models.

• <img src="https://github.com/jmh108.png?size=120" width="12px" height="12px" /> Web Crawler - Extracts website content and saves it as markdown files while mapping website structures and links efficiently, enabling batch processing of multiple URLs.

• <img src="https://github.com/jmarcher.png?size=120" width="12px" height="12px" /> TastyTales - Build and manage rich, interactive recipes with features for searching, filtering, and discovering culinary content. Includes dynamic serving size calculators and interactive timers for a customized cooking experience.

• <img src="https://github.com/jobsonlook.png?size=120" width="12px" height="12px" /> 小红书 MCP 服务 xiaohongshu - Facilitates access to Xiaohongshu's API using JavaScript reverse engineering to bypass the need for heavyweight tools like Playwright. Supports searching notes, retrieving note content, fetching comments, and posting comments.

• <img src="https://github.com/JoeBuildsStuff.png?size=120" width="12px" height="12px" /> Jina AI - Access Jina AI's web services for web page reading, web search, and fact checking. Extract and format content from web pages for use with LLMs.

• <img src="https://github.com/JoeBuildsStuff.png?size=120" width="12px" height="12px" /> Jina AI MCP Server - Provides access to Jina AI's web services for tasks like reading and extracting content from web pages, performing web searches, and fact-checking information.

• <img src="https://github.com/JonaFly.png?size=120" width="12px" height="12px" /> RedNote Content Access Server - Access and interact with Xiaohongshu (RedNote) content by authenticating, searching notes via keywords, and retrieving note content through URLs. Simplifies the integration of RedNote data into AI workflows and tools.

• <img src="https://github.com/josemartinrodriguezmortaloni.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/jsonallen.png?size=120" width="12px" height="12px" /> Perplexity MCP - Provides web search functionality leveraging Perplexity AI's API, allowing users to search for recent information on various topics.

• <img src="https://github.com/jtucker.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/junmer.png?size=120" width="12px" height="12px" /> LottieFiles Server - Search and retrieve Lottie animations from LottieFiles, access detailed animation information, and discover popular animations for projects.

• <img src="https://github.com/JustasMonkev.png?size=120" width="12px" height="12px" /> Accessibility Scanner - Automated web accessibility scanning using Playwright and Axe-core, enabling WCAG compliance checks and annotated screenshot capture. Generates detailed accessibility reports and interacts with web pages through browser automation.

• <img src="https://github.com/jutalik.png?size=120" width="12px" height="12px" /> originforge-dNFT-Generator - Fetch and display NFT data from the Origin Forge API, save SVG images and JSON metadata, and enhance the viewing experience of NFTs. Provides various functions to retrieve NFT information, attributes, and color palettes.

• <img src="https://github.com/jzhang17.png?size=120" width="12px" height="12px" /> Prospect Research Server - Provides tools for conducting prospect research, including semantic search, webpage scraping, and batch processing of search queries. Enhances research tasks with a focus on understanding context and intent behind queries.

• <img src="https://github.com/KaanCL.png?size=120" width="12px" height="12px" /> Spotify Control Server - Enables AI assistants and clients to control Spotify playback using the Model-Context-Protocol. Offers functionalities such as searching for songs, playing music, pausing playback, and skipping tracks on Spotify devices.

• <img src="https://github.com/kagisearch.png?size=120" width="12px" height="12px" /> Kagi - Access Kagi Search API for retrieving information from the web, allowing users to perform web searches and gather data from online sources.

• <img src="https://github.com/Karry-cpu.png?size=120" width="12px" height="12px" /> Bing Proxy - Access Microsoft Bing AI with a consistent user interface for seamless chat interactions and advanced features such as image generation. The server supports local deployment and customization while facilitating use without the need for a Microsoft account login.

• <img src="https://github.com/kazuph.png?size=120" width="12px" height="12px" /> MCP Fetch - Fetch web content and process images to facilitate efficient interaction with online resources. Supports integration with MCP clients like Claude Desktop for seamless content management.

• <img src="https://github.com/KBB99.png?size=120" width="12px" height="12px" /> MCP Registry Server - Retrieve MCP Servers through semantic search capabilities, allowing users to find relevant servers efficiently based on queries.

• <img src="https://github.com/kbyk004-diy.png?size=120" width="12px" height="12px" /> Playwright-Lighthouse - Analyze website performance and capture screenshots using Playwright and Lighthouse. Gain insights into web application performance metrics with real-time analysis and visual feedback.

• <img src="https://github.com/kevinwatt.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/kevinwatt.png?size=120" width="12px" height="12px" /> YouTube MCP Server - Integrates with yt-dlp to download video and audio content from various platforms, and fetch subtitles in SRT format for processing by LLMs. Provides a privacy-focused direct download experience without tracking.

• <img src="https://github.com/kimtth.png?size=120" width="12px" height="12px" /> AOAI Web Browsing - An MCP server for web browsing automation that integrates Azure OpenAI to facilitate interactions with web applications through an automated interface. It utilizes Playwright for end-to-end testing and customizes responses to fit the OpenAI function calling format.

• <img src="https://github.com/kirayhz007.png?size=120" width="12px" height="12px" /> GitHub中文排行榜 - A platform for discovering popular Chinese open-source projects on GitHub, facilitating the absorption of valuable experiences and results without language barriers. It provides a ranking of the most favored Chinese repositories to enhance development efficiency.

• <img src="https://github.com/Klavis-AI.png?size=120" width="12px" height="12px" /> Klavis ReportGen Server - Generates visually appealing web reports based on simple search queries, integrating live web search results and storing reports in a database for easy access. Utilizes AI to synthesize information into interactive HTML formats.

• <img src="https://github.com/Kotelberg.png?size=120" width="12px" height="12px" /> Playwright MCP Server - Retrieve web page content and interact with it by simulating user actions, navigating pages, and extracting data using a standardized protocol.

• <img src="https://github.com/kouui.png?size=120" width="12px" height="12px" /> DuckDuckGo Web Search - Search the web using DuckDuckGo to retrieve relevant search results, including titles, URLs, and snippets. Optionally fetch and convert webpage content into markdown format with support for concurrent URL fetching and error handling.

• <img src="https://github.com/Krieg2065.png?size=120" width="12px" height="12px" /> Firecrawl Web Scraping Server - Enables advanced web scraping and content extraction, supporting JavaScript rendering and batch processing for deep research. It includes features for automatic retries and efficient data integration while monitoring credit usage and handling rate limits.

• <img src="https://github.com/Kryzo.png?size=120" width="12px" height="12px" /> BnF API Server - Access the Gallica digital library to search for documents, images, maps, and other resources, and generate structured research reports that include organized bibliographies and relevant visual content.

• <img src="https://github.com/kukapay.png?size=120" width="12px" height="12px" /> Crypto Sentiment Analysis Server - Provides cryptocurrency sentiment analysis by aggregating social media and news data to assess market mood and detect trends. It offers insights into sentiment balance, social media mentions, and trending discussions surrounding various cryptocurrencies.

• <img src="https://github.com/kukapay.png?size=120" width="12px" height="12px" /> Crypto Whitepapers Knowledge Base - Provides structured access to cryptocurrency whitepapers for searching, loading, and querying detailed content, enabling efficient analysis of tokenomics and project-specific insights.

• <img src="https://github.com/kukapay.png?size=120" width="12px" height="12px" /> Trending Model Tracker - Tracks and analyzes trending models, datasets, and spaces on Hugging Face, providing tools to fetch and search for content. Enables trend analysis to help users stay informed about the latest developments in AI resources.

• <img src="https://github.com/kukapay.png?size=120" width="12px" height="12px" /> NearbySearch - Search for nearby places using IP-based location detection and Google Places integration. Provides a customizable interface to filter results based on keywords and radius.

• <img src="https://github.com/KunihiroS.png?size=120" width="12px" height="12px" /> Google Patents MCP Server - Search Google Patents information using the SerpApi, providing access to comprehensive patent data for streamlined research. Facilitates quick querying and retrieval of patent-related information.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/L3-N0X.png?size=120" width="12px" height="12px" /> Minecraft Wiki Server - Browse and search the official Minecraft Wiki for detailed information on structures, entities, items, and blocks. Access multi-language support and navigate through wiki categories and specific sections for comprehensive content.

• <img src="https://github.com/Laksh-star.png?size=120" width="12px" height="12px" /> TMDB Server - Integrates with The Movie Database (TMDB) API to provide access to movie information, search capabilities, and personalized recommendations.

• <img src="https://github.com/laosu888.png?size=120" width="12px" height="12px" /> Poe API Wrapper - Facilitates automated interactions with Poe.com by managing message sending, bot operations, and file attachments. Provides easy access to various AI models and chat functionalities for enhanced application integration.

• <img src="https://github.com/laulauland.png?size=120" width="12px" height="12px" /> Bluesky Context Server - Enables querying of Bluesky instances through an MCP protocol, facilitating data interaction and retrieval.

• <img src="https://github.com/leehanchung.png?size=120" width="12px" height="12px" /> Bing Search - Connect to the Microsoft Bing Search API to perform comprehensive web, news, and image searches. Retrieve timely information and visual content efficiently, enhancing AI applications with search capabilities.

• <img src="https://github.com/letsbuildagent.png?size=120" width="12px" height="12px" /> Perplexity Tool - Integrate web-based research capabilities using Perplexity AI's API to provide accurate answers with citations, enhancing the information retrieval process.

• <img src="https://github.com/lieyanqzu.png?size=120" width="12px" height="12px" /> YGO Chinese Card Database - 百鸽(ygocdb.com) - Provides access to Chinese Yu-Gi-Oh! card information and images via keyword searches and ID queries, allowing for detailed retrieval of card data and visuals from the game.

• <img src="https://github.com/limklister.png?size=120" width="12px" height="12px" /> 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).

• <img src="https://github.com/LinkupPlatform.png?size=120" width="12px" height="12px" /> Linkup Search - Fetch real-time web search results using the LinkupClient to provide updated information for AI models, enhancing their responses with current events and trusted sources.

• <img src="https://github.com/liusheding.png?size=120" width="12px" height="12px" /> DeepSeek-R1 - Provides advanced reasoning capabilities utilizing distilled models for enhanced performance in mathematical, coding, and reasoning tasks. Designed to assist in a variety of applications requiring sophisticated model interactions.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> Exa MCP Server - Enables AI assistants to perform web searches using Exa's search API, providing real-time web information with structured search results. It also caches recent searches for future access in a safe and controlled manner.

• <img src="https://github.com/lmcc-dev.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/logos-42.png?size=120" width="12px" height="12px" /> 脱口秀AI智能体 - Connects to AI agents using self-compressed decentralized identifiers (DIDs). Facilitates interactive conversations with an AI assistant in a talk show style, featuring functionalities for DID generation and QR code display.

• <img src="https://github.com/Lomaloque.png?size=120" width="12px" height="12px" /> Superpowered Web Audio SDK - Integrate advanced audio processing features into web applications using JavaScript and WebAssembly. Provides tools for low-latency audio effects, mixing, and analysis without requiring direct management of WebAssembly or C++.

• <img src="https://github.com/longyi1207.png?size=120" width="12px" height="12px" /> Glean - Integrates the Glean API to provide functionalities for searching and interacting with a chatbot. Offers capabilities for retrieving search results based on queries and conducting question-and-answer sessions with a chatbot interface.

• <img src="https://github.com/Lorhlona.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/lroolle.png?size=120" width="12px" height="12px" /> OpenAI Agents MCP Server - Connects OpenAI agents to various tools and data sources, enabling specialized tasks such as web searching, file analysis, and computer actions. Supports coordination through a multi-agent orchestrator to enhance AI functionalities.

• <img src="https://github.com/lsd-so.png?size=120" width="12px" height="12px" /> LSD MCP server - Connects Claude to the internet to gather high-quality information from websites using LSD SQL. Enables complex queries and actions while allowing Claude to self-correct SQL commands and interact with cloud browsers.

• <img src="https://github.com/luebken.png?size=120" width="12px" height="12px" /> Playlist Transcript Server - Provides access to transcripts of YouTube playlists, enabling retrieval and querying of video transcripts for enhanced application functionalities. It can preload specific playlists or be customized by specifying a different playlist URL.

• <img src="https://github.com/brightdata.png?size=120" width="12px" height="12px" /> Bright Data - Access and extract structured data from public web sources without captcha challenges, enabling real-time market information retrieval and web searches. Supports ethical web scraping techniques for various applications like weather forecasting and decision-making.

• <img src="https://github.com/maccam912.png?size=120" width="12px" height="12px" /> SearXNG - Interact with SearXNG instances to perform search operations across multiple engines and sources.

• <img src="https://github.com/madarco.png?size=120" width="12px" height="12px" /> RagRabbit - Crawl websites to create AI-powered search capabilities that enhance content discoverability and interaction with AI language models.

• <img src="https://github.com/magicuidesign.png?size=120" width="12px" height="12px" /> Magic UI Component Server - Provides Magic UI components, device mocks, special effects, animations, and backgrounds to facilitate UI development. Allows integration with various MCP clients for accessing comprehensive implementation details of numerous UI elements.

• <img src="https://github.com/MaitreyaM.png?size=120" width="12px" height="12px" /> Crawl4AI Web Scraper Server - Enables AI agents to scrape web content, search for specific text snippets, and perform structured information extraction from websites using natural language instructions. Utilizes LLMs for intelligent content retrieval and provides an API for interaction.

• <img src="https://github.com/manimohans.png?size=120" width="12px" height="12px" /> Farcaster MCP Server - Interact with the Farcaster Network to fetch casts, search channels, and analyze content related to users and channels. Retrieve user-specific casts through FID or username, as well as casts from specific channels.

• <img src="https://github.com/marcopesani.png?size=120" width="12px" height="12px" /> Serper Search and Scrape - Provides web search capabilities and webpage scraping functions utilizing the Serper API, enabling content extraction and rich search result retrieval.

• <img src="https://github.com/mcollina.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/mcp2everything.png?size=120" width="12px" height="12px" /> MCP2Brave - Connects to the Brave API to perform web searches, enabling access to search results within the MCP framework.

• <img src="https://github.com/mcp2everything.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/meicanhong.png?size=120" width="12px" height="12px" /> Exa MCP Server - Enables AI assistants to perform real-time web searches using Exa's search API, providing structured results while managing caching and rate limits. Facilitates access to fresh web content in a secure manner.

• <img src="https://github.com/Meeting-BaaS.png?size=120" width="12px" height="12px" /> Meeting BaaS - Manage meeting data including transcripts, recordings, and calendar events while providing search functionality for easy organization and retrieval.

• <img src="https://github.com/meicanhong.png?size=120" width="12px" height="12px" /> Danny's Blog - Access a collection of articles and personal reflections across various topics, facilitating community engagement through comments and discussions. It serves as a platform for discovering diverse perspectives and ideas.

• <img src="https://github.com/meicanhong.png?size=120" width="12px" height="12px" /> YouTube Video Search and Analysis Tool - Search for YouTube videos and analyze their content by generating summaries, retrieving subtitles, and pinpointing specific video segments. The tool supports keyword-based searches and provides detailed video metadata, intelligent subtitle selection, and content analysis powered by GPT.

• <img src="https://github.com/meicanhong.png?size=120" width="12px" height="12px" /> FEAPDER - A Python framework designed for building web scrapers, featuring tools for breakpoint resuming, monitoring alerts, and browser rendering. It incorporates a management system for deploying and scheduling scrapers efficiently.

• <img src="https://github.com/firecrawl.png?size=120" width="12px" height="12px" /> FireCrawl MCP Server - Integrates advanced web scraping capabilities, enabling web scraping, crawling, discovery, content extraction, and deep research. Supports automatic retries, rate limiting, and offers options for cloud or self-hosted deployment.

• <img src="https://github.com/firecrawl.png?size=120" width="12px" height="12px" /> Firecrawl MCP Server - Integrates with Firecrawl for advanced web scraping capabilities including structured data extraction and batch processing, while supporting both cloud and self-hosted deployments. Provides features like automatic retries, rate limiting, and content analysis powered by LLMs.

• <img src="https://github.com/metrosir.png?size=120" width="12px" height="12px" /> Twikit Twitter Search - Interact with Twitter to analyze sentiments and retrieve tweets from your timeline, offering insights into public opinions and trends on various topics.

• <img src="https://github.com/mfukushim.png?size=120" width="12px" height="12px" /> Virtual Traveling Bot - Create immersive travel experiences by navigating Google Maps with an avatar, providing real-time updates and photos of the journey. Integrate unique travel narratives and social media interactions during the exploration.

• <img src="https://github.com/mfengzhishang.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/mgsrevolver.png?size=120" width="12px" height="12px" /> SEO Inspector - Analyzes HTML files and web pages to identify SEO issues and validate structured data schemas. Provides actionable recommendations for improving SEO quality directly through integrated tools without the need for a browser extension.

• <img src="https://github.com/micahman33.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/michalnaka.png?size=120" width="12px" height="12px" /> Substack Server - Download and summarize public Substack posts by extracting titles, authors, subtitles, and content directly within workflows.

• <img src="https://github.com/mikechao.png?size=120" width="12px" height="12px" /> Art Institute of Chicago Collection Server - Connects to the Art Institute of Chicago's art collection, enabling searches of artworks by title, full text, or artist, and retrieves detailed information including images.

• <img src="https://github.com/mikechao.png?size=120" width="12px" height="12px" /> Met Museum Server - Access the Metropolitan Museum of Art's collection through natural language queries to search for artworks and retrieve detailed information on various departments.

• <img src="https://github.com/mikechao.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/mingdedi.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/microsoft.png?size=120" width="12px" height="12px" /> Playwright Automation - Automate web interactions on web pages using structured accessibility data for reliable navigation and data extraction without the need for visual models. Enables LLMs to perform actions by leveraging Playwright's accessibility tree.

• <img src="https://github.com/misanthropic-ai.png?size=120" width="12px" height="12px" /> DuckDuckGo Search API - Leverage DuckDuckGo's capabilities to perform text and image searches while ensuring user privacy. The server provides an interface to obtain summaries of search results and conduct web searches for various media types.

• <img src="https://github.com/mixelpixx.png?size=120" width="12px" height="12px" /> Google Search Server - Integrates Google Custom Search to retrieve search results and perform detailed analysis of webpage content. Supports multiple output formats and provides features for categorization, summarization, and optimized responses.

• <img src="https://github.com/mkusaka.png?size=120" width="12px" height="12px" /> Perplexity AI MCP Server - Integrates Perplexity AI's API for advanced search capabilities, supporting multiple models with configurable result counts and detailed error handling.

• <img src="https://github.com/mmmaaatttttt.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/mnhlt.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/modelcontextprotocol-servers.png?size=120" width="12px" height="12px" /> Google Search - Perform real-time Google searches while bypassing anti-bot mechanisms and handling CAPTCHAs automatically. Extract structured search results in various languages and regions to support AI assistants.

• <img src="https://github.com/modelcontextprotocol-servers.png?size=120" width="12px" height="12px" /> Whois Lookup - Retrieve detailed domain registration information, including ownership, registration dates, and domain status. Check domain availability and ownership details directly in an AI environment without needing to search in a browser.

• <img src="https://github.com/mondweep.png?size=120" width="12px" height="12px" /> YouTube Music Server - Control YouTube Music playback by searching for and playing songs via voice commands or text input in Google Chrome. The server enables interaction between AI models and YouTube Music to manage music playback effectively.

• <img src="https://github.com/moyu6027.png?size=120" width="12px" height="12px" /> DeepSeek MCP Server - Integrates the DeepSeek R1 model to enhance reasoning capabilities by allowing advanced logical analysis and structured cognitive frameworks. Evaluates confidence and uncertainty while monitoring reasoning quality and detecting biases in user interactions.

• <img src="https://github.com/modelcontextprotocol.png?size=120" width="12px" height="12px" /> Brave Search MCP Server - Integrates the Brave Search API to provide web and local search capabilities, allowing users to perform general queries and find local businesses or services with detailed information.

• <img src="https://github.com/MrunmayS.png?size=120" width="12px" height="12px" /> Exa MCP - Connects AI assistants to the Exa AI Search API for real-time web searches, facilitating access to updated web information in a structured manner.

• <img src="https://github.com/mrgoonie.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/mshk.png?size=120" width="12px" height="12px" /> RSS Crawler - Fetch and manage RSS feeds with caching and filtering capabilities. Integrates seamlessly with LLMs to provide access to the latest articles from various sources.

• <img src="https://github.com/mshojaei77.png?size=120" width="12px" height="12px" /> Web Search - Integrates real-time web search capabilities into AI assistants, performing basic and advanced searches and returning markdown-formatted results including titles, URLs, publication dates, and content summaries.

• <img src="https://github.com/Msparihar.png?size=120" width="12px" height="12px" /> Firecrawl Server - Provides capabilities for web scraping, intelligent content searching, and site crawling using the Firecrawl API, facilitating customizable data extraction and structured output.

• <img src="https://github.com/mukulkathayat.png?size=120" width="12px" height="12px" /> LinkedIn MCP Server - Integrates with LinkedIn to access profiles, posts, and interactions, providing real-time context for AI applications.

• <img src="https://github.com/mugoosse.png?size=120" width="12px" height="12px" /> Sitemap MCP - Fetch and analyze website sitemaps to provide insights into site structure, uncover hidden pages, and extract organized hierarchies. Supports standard sitemap formats and includes prompt templates for tasks like health checks and content gap identification.

• <img src="https://github.com/Muzzera.png?size=120" width="12px" height="12px" /> WebUI - Interact seamlessly with AI agents via a user-friendly interface, enabling the use of various Large Language Models while maintaining persistent browser sessions for productive tasks. The server supports high-definition screen recording and custom browser functionality without requiring re-authentication.

• <img src="https://github.com/mzxrai.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/nachoal.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> Next.js AI Chatbot - An AI chatbot built with Next.js that supports advanced routing, server-side rendering, and multi-provider large language model (LLM) integration. It offers secure chat history and user data storage with customizable options using an AI SDK and modern UI components.

• <img src="https://github.com/modelcontextprotocol.png?size=120" width="12px" height="12px" /> Fetch MCP Server - Enables retrieval and processing of web content by fetching web pages and converting HTML to markdown for easier manipulation. Supports content extraction in chunks from specified starting indices to facilitate information retrieval from larger documents.

• <img src="https://github.com/narphorium.png?size=120" width="12px" height="12px" /> Memex - Analyze web content and enhance your knowledge base by extracting information from URLs, storing it as Markdown files for easy access. Integrates seamlessly with Obsidian to facilitate questioning and retrieval of insights from the curated content.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> Maigret - Search usernames across social networks and analyze URLs to gather public information using powerful OSINT capabilities.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> Maigret - Collect user account information from various social networks and analyze URLs to gather public data, enhancing research capabilities for OSINT investigations.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> Nash MCP Server - Execute shell commands, run Python code, manage reusable tasks, and fetch web content while ensuring secure handling of credentials. Provides error handling for both command execution and Python execution.

• <img src="https://github.com/null.png?size=120" width="12px" height="12px" /> Maigret - Search for usernames across various social networks and analyze URLs to gather publicly available information. Supports responsible and ethical OSINT research by integrating with MCP-compatible applications.

• <img src="https://github.com/NaveenBandarage.png?size=120" width="12px" height="12px" /> Pokémcp - Poke-MCP provides a standardized interface for accessing Pokémon information through the PokeAPI. It enables querying specific Pokémon details, discovering random Pokémon, and retrieving Pokémon based on their types or regions.

• <img src="https://github.com/needle-ai.png?size=120" width="12px" height="12px" /> Needle - Manage documents and perform searches utilizing Needle's capabilities through Claude's Desktop Application.

• <img src="https://github.com/neoparad.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/newerton.png?size=120" width="12px" height="12px" /> Mercado Livre Product Scraper - Scrapes product data, including prices and availability, directly from Mercado Livre. Integrates with Mercado Livre's API to provide reliable and up-to-date marketplace information.

• <img src="https://github.com/ngoiyaeric.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/ngoiyaeric.png?size=120" width="12px" height="12px" /> Mapbox MCP Server - Integrate navigation and geocoding services using the Mapbox API to access directions, travel matrices, and real-time mapping functionalities.

• <img src="https://github.com/nicholmikey.png?size=120" width="12px" height="12px" /> Chrome DevTools - Control Chrome tabs, execute JavaScript, capture screenshots, and monitor network traffic. Enhance browser automation capabilities by integrating directly with Chrome's DevTools Protocol.

• <img src="https://github.com/nickclyde.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/NightTrek.png?size=120" width="12px" height="12px" /> Serper Google Search Server - Integrates Google search capabilities through the Serper API, offering rich search data and an AI-powered Deep Research tool for thorough topic exploration and information synthesis.

• <img src="https://github.com/nitish-raj.png?size=120" width="12px" height="12px" /> SearXNG Bridge Server - Connect to a SearXNG instance to perform search queries via the Model Context Protocol (MCP), facilitating integration with compatible AI clients.

• <img src="https://github.com/nkapila6.png?size=120" width="12px" height="12px" /> mcp-local-rag | local RAG-like web search - Performs local retrieval-augmented generation (RAG) searches on input queries by fetching and processing search results to enhance the responses of AI models. Utilizes embeddings for similarity computation to extract relevant context from retrieved data.

• <img src="https://github.com/noobnooc.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/nottelabs.png?size=120" width="12px" height="12px" /> Notte MCP Server - Manage sessions and run agents for web observation, scraping, actions, and authentication on various websites. Control cloud browser sessions and execute tasks efficiently with Notte agents.

• <img src="https://github.com/obinopaul.png?size=120" width="12px" height="12px" /> NBA MCP Server - Access real-time NBA statistics and live game data, including player stats, team standings, and game results for integration into sports applications.

• <img src="https://github.com/oleggolimbievsky88.png?size=120" width="12px" height="12px" /> Next.js Project - A Next.js project that facilitates the development and deployment of modern web applications by providing a framework optimized for performance and user experience. It features hot reloading for rapid development and built-in support for dynamic and responsive page creation.

• <img src="https://github.com/olostep.png?size=120" width="12px" height="12px" /> Olostep MCP Server - Integrates with Olostep for extracting web page content, structured Google search results, and mapping websites. Supports geo-targeted content retrieval and error handling for enhanced web interaction.

• <img src="https://github.com/Omniyin.png?size=120" width="12px" height="12px" /> Halo - Halo is a modern blogging platform designed for personal use, enabling users to create, manage, and publish blog content with ease. It offers a user-friendly interface and features tailored to enhance the blogging experience.

• <img src="https://github.com/oneshot-engineering.png?size=120" width="12px" height="12px" /> Web Research Server - Fetch real-time information from the web, extract content from webpages, and track research sessions with the ability to capture screenshots for better insights.

• <img src="https://github.com/onurpolat05.png?size=120" width="12px" height="12px" /> n8n Assistant - Search for n8n documentation, example workflows, and community forums efficiently, while providing relevant information and resources. It employs asynchronous processing for improved response times and effective content retrieval.

• <img src="https://github.com/openags.png?size=120" width="12px" height="12px" /> Paper Search - Search and download academic papers from various sources such as arXiv, PubMed, bioRxiv, and Sci-Hub. Integrates with large language models to streamline access to scholarly articles and enhance research workflows.

• <img src="https://github.com/openbnb-org.png?size=120" width="12px" height="12px" /> Airbnb Search and Listing Server - Search for Airbnb listings and retrieve detailed information about specific properties, utilizing structured data and adhering to Airbnb's guidelines without requiring an API key.

• <img src="https://github.com/orange-fruit01.png?size=120" width="12px" height="12px" /> MCP Test Run - Provides tools for testing and validating the functionalities of the Model Context Protocol while ensuring integration with external data and tools.

• <img src="https://github.com/Ozamatash.png?size=120" width="12px" height="12px" /> Open Deep Research - Performs deep research on various topics by integrating search engines, web scraping, and language models to create comprehensive reports and follow-up questions.

• <img src="https://github.com/p1scess.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/oxylabs.png?size=120" width="12px" height="12px" /> Oxylabs MCP - Fetch and process content from specified URLs using the Oxylabs Web Scraper API, enabling easy access to web data.

• <img src="https://github.com/pab1it0.png?size=120" width="12px" height="12px" /> Tripadvisor MCP Server - Access Tripadvisor location data, reviews, and photos through standardized MCP interfaces. Search for travel destinations and experiences, and retrieve detailed information based on user queries.

• <img src="https://github.com/pbteja1998.png?size=120" width="12px" height="12px" /> SourceSync.ai MCP Server - Integrates with a knowledge management platform to manage and organize documents, ingest content from various sources, and perform semantic and hybrid searches. Facilitates connections to external services for enhanced data retrieval and document management.

• <img src="https://github.com/penghongru.png?size=120" width="12px" height="12px" /> RuoYi - A Java framework designed for rapid development of modern web applications using a front-end stack of Vue3 and Element Plus, facilitating user and role management among other built-in features.

• <img src="https://github.com/pfldy2850.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/PhamQuangVinh22022648.png?size=120" width="12px" height="12px" /> Brave Search Server - Integrates the Brave Search API to perform web and local searches, enabling queries for general web content, news, articles, and local businesses. The server supports pagination, filtering options, and smart fallback for enhanced search results.

• <img src="https://github.com/PhamQuangVinh22022648.png?size=120" width="12px" height="12px" /> Brave Search Server - Integrates the Brave Search API to provide web and local search capabilities, allowing general web queries, news and article searches, as well as searches for local businesses and services. Supports pagination, filtering, and smart fallbacks to web results when local queries yield no results.

• <img src="https://github.com/PhamQuangVinh22022648.png?size=120" width="12px" height="12px" /> Playwright Browser Automation Server - Enables interaction with web pages through structured accessibility snapshots for reliable browser automation without the need for vision models. Supports tasks such as web navigation, form-filling, and data extraction using deterministic methods.

• <img src="https://github.com/PhialsBasement.png?size=120" width="12px" height="12px" /> mcp-webresearch-stealthified - Connects AI models to the web for real-time information retrieval, webpage content extraction, and research session tracking, along with the ability to capture screenshots.

• <img src="https://github.com/PhialsBasement.png?size=120" width="12px" height="12px" /> PageSpeed Server - Connects AI models to Google's PageSpeed Insights API for detailed website performance analysis and metrics interpretation.

• <img src="https://github.com/phpmac.png?size=120" width="12px" height="12px" /> Fetch MCP Server - Fetch web content in various formats like HTML, JSON, plain text, and Markdown. Retrieve and transform website data on demand with customizable headers.

• <img src="https://github.com/pinkpixel-dev.png?size=120" width="12px" height="12px" /> Prysm MCP Server - A server designed for web scraping that offers various modes for optimized content retrieval, URL analysis for efficient scraping strategies, and output formatting in markdown, HTML, or JSON. Additionally, it supports image extraction and provides functionalities for saving results to a specified directory.

• <img src="https://github.com/pjookim.png?size=120" width="12px" height="12px" /> Korea Tour - Provides information related to tourism in Korea, including attractions, festivals, and accommodations. Supports various search methods based on area codes, keywords, or locations for detailed tourism content.

• <img src="https://github.com/pl728.png?size=120" width="12px" height="12px" /> Substack Reader - Fetch and read articles from Trade Companion by Adam Mancini on Substack, providing access to subscriber-only content in a clean, readable format. It integrates with Claude AI for an enhanced reading experience.

• <img src="https://github.com/podaac.png?size=120" width="12px" height="12px" /> NASA Earthdata Search - Integrate AI with NASA's Catalog of datasets through Earthdata, enabling seamless searches for Earthdata metadata. Enhance data discovery with intelligent search capabilities by accessing the common metadata repository (CMR).

• <img src="https://github.com/pragmar.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Prajwal-ak-0.png?size=120" width="12px" height="12px" /> YouTube MCP - Extract transcripts from YouTube videos, summarize content using Gemini AI, and facilitate natural language queries about video content. Provides tools for YouTube video search and comment analysis.

• <img src="https://github.com/prashalruchiranga.png?size=120" width="12px" height="12px" /> arXiv MCP Server - Interact with the arXiv API to retrieve scholarly article metadata, download PDFs, and search for articles using natural language queries. Enhance research workflows by directly accessing arXiv content within a large language model environment.

• <img src="https://github.com/perplexityai.png?size=120" width="12px" height="12px" /> Perplexity Ask - Integrates the Sonar API for live web searches, enabling conversations that leverage real-time web-wide research capabilities. Facilitates instant information retrieval directly from the web during interactions.

• <img src="https://github.com/prathammanocha.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/privilegemendes.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/priyankark.png?size=120" width="12px" height="12px" /> A11y MCP Server - Perform accessibility audits on webpages and generate detailed reports and summaries that comply with WCAG standards. Integrate the findings into an AI-assisted workflow to fix accessibility issues efficiently.

• <img src="https://github.com/priyankark.png?size=120" width="12px" height="12px" /> Lighthouse MCP Server - Run comprehensive audits on web pages to measure performance metrics, simulate different device environments, and apply network conditions. Provides detailed insights and scores to help optimize website performance.

• <img src="https://github.com/pskill9.png?size=120" width="12px" height="12px" /> Hacker News - Fetch and parse stories from Hacker News, providing structured data on various story types like top, new, ask, show, and jobs.

• <img src="https://github.com/pskill9.png?size=120" width="12px" height="12px" /> Web Search MCP Server - Enables free web searching using Google search results without requiring API keys. Returns structured results including titles, URLs, and descriptions, configurable by the number of results returned per search.

• <img src="https://github.com/pskill9.png?size=120" width="12px" height="12px" /> Website Downloader - Downloads entire websites for offline access, preserving the website structure and converting links for local use.

• <img src="https://github.com/PV-Bhat.png?size=120" width="12px" height="12px" /> GemForge - Provides tools for interacting with Google's Gemini AI models, enabling intelligent model selection and advanced file handling. Facilitates AI tasks such as search, reasoning, code analysis, and file operations through a standardized MCP server interface.

• <img src="https://github.com/puremd.png?size=120" width="12px" height="12px" /> pure.md MCP server - Access web content in markdown format by prefixing URLs with pure.md/, facilitating seamless retrieval of web pages while avoiding bot detection. It converts various formats like HTML and PDFs into markdown and globally caches responses for efficiency.

• <img src="https://github.com/PykeW.png?size=120" width="12px" height="12px" /> Playwright MCP Server - Retrieve and interact with web page content, enabling navigation, content extraction, and user action simulation on webpages using a standardized protocol.

• <img src="https://github.com/qpd-v.png?size=120" width="12px" height="12px" /> DEEP Web Research - Provides real-time web research capabilities by enabling direct extraction of content from webpages. Optimized for performance within MCP timeout limits, facilitating efficient access to web data.

• <img src="https://github.com/qwang07.png?size=120" width="12px" height="12px" /> DuckDuckGo Search - Enables web search using the DuckDuckGo search engine, providing structured search results along with metadata and smart content classification.

• <img src="https://github.com/r-huijts.png?size=120" width="12px" height="12px" /> OpenTK Dutch Parliamentary Data Server - Provides access to Dutch parliamentary documents, debates, and member information through a standardized interface for natural language queries, facilitating research and analysis of legislative activities.

• <img src="https://github.com/r-huijts.png?size=120" width="12px" height="12px" /> Rijksmuseum Server - Interact with the Rijksmuseum API for searching and retrieving artwork details, accessing high-resolution images, and managing user collections.

• <img src="https://github.com/raccoonaihq.png?size=120" width="12px" height="12px" /> Raccoon AI MCP Server - Enables web browsing, data extraction, and automation of complex web tasks using the LAM API. Automates interactions with websites by performing actions like filling out forms and navigating UI elements.

• <img src="https://github.com/Raghu6798.png?size=120" width="12px" height="12px" /> Browser Automation Agent - Automates web browsing and scraping tasks, leveraging AI to intelligently search and extract content from various online sources such as Google, GitHub, and Stack Overflow. Offers capabilities like saving screenshots and processing text for efficient data collection.

• <img src="https://github.com/ralf-boltshauser.png?size=120" width="12px" height="12px" /> DomainGenuis MCP Server - Provides real-time domain availability checks and pricing information, integrating with Vercel's API. Handles intelligent TLD defaults and returns detailed responses including error information.

• <img src="https://github.com/RamXX.png?size=120" width="12px" height="12px" /> Tavily - Provides AI-powered web search capabilities through Tavily's search API, enabling sophisticated searches, direct answers to questions, and retrieval of recent news articles with relevant content extraction.

• <img src="https://github.com/random-robbie.png?size=120" width="12px" height="12px" /> Web Browser Server - Advanced web browsing capabilities enabling interactions with websites through a headless browser, capable of content extraction, form interaction, and tab management.

• <img src="https://github.com/raultoto.png?size=120" width="12px" height="12px" /> AI Articles - Generate insightful articles on artificial intelligence topics and provide curated content to enhance understanding of the latest trends in AI.

• <img src="https://github.com/ravinahp.png?size=120" width="12px" height="12px" /> Find Flights - Search and retrieve flight information leveraging the Duffel API, particularly adept at managing complex travel plans with contextual memory of previous searches.

• <img src="https://github.com/ravinahp.png?size=120" width="12px" height="12px" /> Find Flights - Search and retrieve flight information through the Duffel API, particularly useful for handling complex travel plans with contextual memory of previous flight searches.

• <img src="https://github.com/regenrek.png?size=120" width="12px" height="12px" /> Deepwiki Fetch Server - Crawls Deepwiki.com documentation, converting it into Markdown format by removing unnecessary HTML elements and adjusting links for better readability. Supports fetching multiple pages and offers structured output formats for knowledge retrieval.

• <img src="https://github.com/Richard-Weiss.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Rickyyy1116.png?size=120" width="12px" height="12px" /> YouTube to Google Sheets - Search YouTube videos and save results to Google Sheets with structured data including video title, URL, channel name, and publish date.

• <img src="https://github.com/rileyedwards77.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/RmMargt.png?size=120" width="12px" height="12px" /> SearchAPI Server - Provides standardized access to various search services such as Google Maps, Google Flights, and Google Hotels, enabling efficient retrieval of information through a unified interface. It encapsulates search operations, functioning as a bridge between AI assistants and these services.

• <img src="https://github.com/RmMargt.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/rockerritesh.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/rogeriolembo.png?size=120" width="12px" height="12px" /> SysAuto Ask - Integrate with the Sonar API to conduct real-time web searches through conversational interactions, enabling enhanced research capabilities with live data.

• <img src="https://github.com/ronantakizawa.png?size=120" width="12px" height="12px" /> A11y MCP - Run WCAG compliance tests and accessibility assessments using the axe-core API. Users can test raw HTML or URLs for accessibility issues and color contrast evaluation.

• <img src="https://github.com/ropon.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/RossH121.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/rsagacom.png?size=120" width="12px" height="12px" /> 智能对话机器人 - A multi-platform intelligent dialogue service that supports text, voice, and image interactions. It can connect to various AI models and allows for custom enterprise AI applications through plugin extensions.

• <img src="https://github.com/RSS3-Network.png?size=120" width="12px" height="12px" /> RSS3 API Integration Server - Integrates with the RSS3 API to query data from decentralized chains, social media platforms, and the RSS3 network, providing real-time information on staking, nodes, and AI insights.

• <img src="https://github.com/Rudra-ravi.png?size=120" width="12px" height="12px" /> Wikipedia Information Server - Provides real-time access to Wikipedia content, enabling retrieval of articles, summaries, sections, and links in multiple languages for AI applications. Facilitates grounded responses by integrating reliable Wikipedia data into Large Language Models.

• <img src="https://github.com/ruradium.png?size=120" width="12px" height="12px" /> Reddit Content Fetcher - Fetch and analyze Reddit content, including hot threads and detailed posts with comments from any subreddit. Supports various post types such as text, link, and gallery to provide comprehensive insights.

• <img src="https://github.com/RusianHu.png?size=120" width="12px" height="12px" /> Weibo Hot Search Service - 获取微博热搜 - Provides real-time access to the top 10 trending topics on Weibo without authentication. Integrates trending data into AI workflows for analysis of popular social media topics.

• <img src="https://github.com/rvydhya.png?size=120" width="12px" height="12px" /> YouTube Transcriptor - Transcribes YouTube videos by extracting transcripts, including both manual and autogenerated captions, using the provided video URL. Supports integration with MCP clients for enhanced workflows involving video transcription.

• <img src="https://github.com/Sacode.png?size=120" width="12px" height="12px" /> SearxNG MCP Server - Provides web search capabilities using SearxNG, enabling AI models to efficiently search the web while maintaining user privacy. Integrates seamlessly with LLMs to deliver accurate search results without tracking.

• <img src="https://github.com/sagacious-satadru.png?size=120" width="12px" height="12px" /> Documentation Server - Search and access documentation from popular AI libraries such as LangChain and LlamaIndex. Enhance conversations with contextual knowledge by leveraging intelligent documentation extraction.

• <img src="https://github.com/saginawj.png?size=120" width="12px" height="12px" /> YouTube Feed via OAuth - Enable natural language interaction with YouTube to fetch trending videos and recent uploads from subscribed channels. Seamlessly access and manage YouTube content without manual API handling.

• <img src="https://github.com/Saik0s.png?size=120" width="12px" height="12px" /> Browser Use - Automates interactions with web browsers for tasks in testing and development, enabling natural language control and web research capabilities.

• <img src="https://github.com/saginawj.png?size=120" width="12px" height="12px" /> Reddit Feed via OAuth - Enables natural language interactions with personalized Reddit feeds, allowing users to analyze and summarize content relevant to their interests.

• <img src="https://github.com/salamentic.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/sanjoy1234.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Saunved.png?size=120" width="12px" height="12px" /> Clash of Clans - Obtain and analyze player and clan statistics from Clash of Clans to gain insights into war performance and strategies for gameplay improvement.

• <img src="https://github.com/ScrapeGraphAI.png?size=120" width="12px" height="12px" /> ScrapeGraph MCP Server - A scraping API for structured data extraction from websites that includes features for specific webpage data extraction, web search integration, and content filtering. It also converts webpages into markdown format.

• <img src="https://github.com/Scrapezy.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Scrapybara.png?size=120" width="12px" height="12px" /> Scrapybara MCP - Facilitates interaction with virtual Ubuntu desktops, enabling code execution, web browsing, and various actions through an intuitive interface. Supports real-time operations to enhance MCP client capabilities.

• <img src="https://github.com/scrapeless-ai.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/sdairs.png?size=120" width="12px" height="12px" /> ClaudeKeep - A server implementation that enables the saving and sharing of AI conversations from Claude Desktop, featuring both a private chat storage and a public chat display web app. This implementation utilizes the Model Context Protocol (MCP) to manage interactions with AI chat logs.

• <img src="https://github.com/SecretiveShell.png?size=120" width="12px" height="12px" /> SearXNG Search Connector - Connects agentic systems to perform web searches using SearXNG, facilitating access to various search results from the web.

• <img src="https://github.com/Selenium39.png?size=120" width="12px" height="12px" /> Weibo MCP Server - Retrieves detailed Weibo user information, feeds, and conducts user searches. Facilitates the analysis and scraping of Weibo data for integration into various applications.

• <img src="https://github.com/sengokudaikon.png?size=120" width="12px" height="12px" /> Perplexity MCP Server - Integrates with the Perplexity API to provide expert programming assistance and chat functionalities through a Python-based interface. It enables querying responses, maintaining chat history, and managing conversations while storing chat data locally.

• <img src="https://github.com/sengokudaikon.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/sengokudaikon.png?size=120" width="12px" height="12px" /> Perplexity MCP Server - Integrate with the Perplexity API to query programming responses and manage chat history. Maintain conversations and list previous chats using a local data storage system.

• <img src="https://github.com/aws-powertools.png?size=120" width="12px" height="12px" /> Powertools Search Server - Provides efficient search capabilities for AWS Lambda Powertools documentation across various runtimes, enabling rapid querying and retrieval of relevant documentation content. Supports version-specific searches to ensure results are current with the latest documentation available.

• <img src="https://github.com/shariqriazz.png?size=120" width="12px" height="12px" /> Vertex AI Server - Provides seamless access to Google Cloud's Vertex AI Gemini models for coding assistance and general query answering, with enhanced query responses grounded in web search and direct knowledge.

• <img src="https://github.com/shalomeir.png?size=120" width="12px" height="12px" /> daily.dev - Provides a personalized news feed for developers, connects them to communities, and enables search functionalities to facilitate learning and collaboration in the developer ecosystem.

• <img src="https://github.com/shiquda.png?size=120" width="12px" height="12px" /> MediaWiki Server - Interact with Wikipedia's API to search and retrieve content efficiently, providing access to rich data and insights from various wiki sites.

• <img src="https://github.com/Shoofio.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/Siddhant-K-code.png?size=120" width="12px" height="12px" /> Smart Photo Journal - Search and analyze photos in a library using various intuitive tools, including location-based searches to easily find images taken in specific places.

• <img src="https://github.com/Sivan22.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/skrapeai.png?size=120" width="12px" height="12px" /> Skrape MCP Server - Convert web pages into clean, structured Markdown suitable for large language model (LLM) consumption, streamlining the process of feeding web content into AI applications.

• <img src="https://github.com/skydeckai.png?size=120" width="12px" height="12px" /> AiDD - Provides tools for AI-driven development workflows, including file system operations, code analysis across multiple programming languages, code execution, and web content fetching with HTML-to-markdown conversion.

• <img src="https://github.com/SleepyRabbit.png?size=120" width="12px" height="12px" /> Playwright Browser Automation Server - Enables interaction with web pages through structured accessibility snapshots for browser automation without relying on vision models. Facilitates web navigation, form-filling, data extraction, and automated testing using structured data.

• <img src="https://github.com/SomeiLam.png?size=120" width="12px" height="12px" /> NewsDigest - Aggregates and searches news articles, formatting them into Markdown digests using real-time news data. Supports fetching top headlines by various filters and performing full-text searches with optional criteria.

• <img src="https://github.com/SpaceFrontiers.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/sourcebot-dev.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/spences10.png?size=120" width="12px" height="12px" /> DuckDuckGo Search - Integrates DuckDuckGo search capabilities with large language models, providing comprehensive web search functionalities with various result types and filtering options.

• <img src="https://github.com/spences10.png?size=120" width="12px" height="12px" /> Jina.ai Grounding - Integrates Jina.ai's Grounding API with language models to provide real-time web content for enhancing responses. It offers efficient web content grounding capabilities optimized for generating factual information in LLM outputs.

• <img src="https://github.com/spences10.png?size=120" width="12px" height="12px" /> Jina.ai Reader - Integrates Jina.ai's Reader API for efficient web content extraction, enabling analysis and processing of documentation and web content.

• <img src="https://github.com/spences10.png?size=120" width="12px" height="12px" /> JinaAI Search - Integrates Jina.ai's Search API with language models for efficient web search capabilities, optimized for retrieving clean and relevant content. Provides advanced search functionality for accessing comprehensive web information.

• <img src="https://github.com/spences10.png?size=120" width="12px" height="12px" /> Perplexity Search - Integrates Perplexity's AI API with large language models for enhanced chat completion capabilities, featuring specialized prompt templates for a variety of use cases.

• <img src="https://github.com/spragginsdesigns.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/steel-dev.png?size=120" width="12px" height="12px" /> Steel MCP Server - Connects LLMs to the web using Puppeteer-based tools, enabling actions like clicking, scrolling, typing, and taking screenshots. Facilitates tasks such as searching for recipes, tracking shipments, comparing product prices, and filling out online forms.

• <img src="https://github.com/stickerdaniel.png?size=120" width="12px" height="12px" /> LinkedIn MCP Server - Interact with LinkedIn to scrape profiles, analyze companies, and search for job listings. Provides insights and recommendations based on LinkedIn data.

• <img src="https://github.com/sunsetcoder.png?size=120" width="12px" height="12px" /> Flightradar24 Server - Track flights in real-time using Flightradar24 data, providing information on specific flight times and airport statuses, and monitoring emergency flights.

• <img src="https://github.com/surya-madhav.png?size=120" width="12px" height="12px" /> Web Tools Server - Interact with web content through standardized tools to fetch and summarize information from any website.

• <img src="https://github.com/suthio.png?size=120" width="12px" height="12px" /> Brave Deep Research - Connects to Brave Search for web searches and uses Puppeteer for extracting full content from webpages, enabling in-depth research beyond basic search results. Retrieves detailed insights and processes linked information for comprehensive analysis.

• <img src="https://github.com/t0mst0ne.png?size=120" width="12px" height="12px" /> PubMed Server - Search and retrieve biomedical literature and research papers from PubMed. Supports advanced searches, batch querying, and retrieval of abstracts and full texts of open access articles.

• <img src="https://github.com/tahaswx.png?size=120" width="12px" height="12px" /> Serper Search and Scrape - Provides web search functionality and webpage content extraction using the Serper API, enabling real-time data retrieval for applications.

• <img src="https://github.com/tanigami.png?size=120" width="12px" height="12px" /> Perplexity Server - MCP Server that connects to the Perplexity API, enabling users to request chat completions with citations. It serves as an interface for utilizing Perplexity's capabilities within the MCP framework.

• <img src="https://github.com/tankz.png?size=120" width="12px" height="12px" /> Prologue - Prologue is a Jekyll theme designed for creating responsive, single-page websites with integrated blogging capabilities and a user-friendly setup. It features a minimalistic design, a sticky sidebar for navigation, and compatibility with Formspree for easy contact form integration.

• <img src="https://github.com/tanevanwifferen.png?size=120" width="12px" height="12px" /> UseScraper - Provides web scraping capabilities using the UseScraper API to extract content from web pages in various formats.

• <img src="https://github.com/tatn.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/tatn.png?size=120" width="12px" height="12px" /> Fetch TypeScript Server - Retrieves and converts web content using various formats and rendering methods, suitable for both data extraction and web scraping tasks. It allows access to text-based resources and provides raw text content from specified URLs without additional processing.

• <img src="https://github.com/tcpipuk.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/techkwon.png?size=120" width="12px" height="12px" /> Gemini API Server - Leverages Google's Gemini API to generate text, create and analyze images, perform video analysis on YouTube content, and conduct web searches. Provides a range of advanced AI functionalities for various applications.

• <img src="https://github.com/tedlikeskix.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/TencentEdgeOne.png?size=120" width="12px" height="12px" /> EdgeOne Pages - Deploy HTML content and static files to EdgeOne Pages, generating publicly accessible URLs for content delivery. Supports serverless edge functions for improved web performance.

• <img src="https://github.com/terryso.png?size=120" width="12px" height="12px" /> MetaTag Genie - Manage image metadata to improve macOS Spotlight search functionality by adding tags, descriptions, people, and location data to JPG, PNG, and HEIC images through a standard MCP interface over Stdio.

• <img src="https://github.com/terryso.png?size=120" width="12px" height="12px" /> Pinterest MCP Server - Search for images on Pinterest using keywords and retrieve detailed information about those images.

• <img src="https://github.com/The-AI-Workshops.png?size=120" width="12px" height="12px" /> SearXNG Search Integration Server - Integrates with a SearXNG instance to enable AI agents to perform privacy-respecting web searches. Provides a standardized MCP server interface for seamless interaction within AI workflows.

• <img src="https://github.com/thedaviddias.png?size=120" width="12px" height="12px" /> LLMS.txt Explorer - Explore and analyze websites implementing the llms.txt standard, validating and parsing llms.txt files for structured insights about compliant websites.

• <img src="https://github.com/theclarityproject.png?size=120" width="12px" height="12px" /> Clarity MCP - Generative MCPs based on your network! - Transform browser traffic into Model Context Protocols, enabling real-time data access for AI by extracting web API functionalities from HAR files. Capture network requests and convert them into tools for AI assistants like Claude.

• <img src="https://github.com/the0807.png?size=120" width="12px" height="12px" /> GeekNews Server - Fetch articles from GeekNews using web scraping capabilities, providing access to the latest news stories along with various metadata like titles, URLs, points, authors, and comments. The server caches data to optimize performance and includes tools for retrieving both current articles and weekly summaries.

• <img src="https://github.com/thomasvan.png?size=120" width="12px" height="12px" /> Brave Search Server - Utilizes Brave Search to perform web searches and retrieve local business information, facilitating seamless integration of search capabilities into MCP-compatible AI workflows.

• <img src="https://github.com/tizee.png?size=120" width="12px" height="12px" /> IETF Document Fetcher - Access and retrieve IETF RFC documents, enabling search by keywords and management of document pagination. Provides standardized access to essential specifications for Large Language Models.

• <img src="https://github.com/tisDDM.png?size=120" width="12px" height="12px" /> SearXNG MCP Server - Connect AI assistants to SearXNG, a privacy-focused metasearch engine that supports both public and private instances. Customize search parameters for flexible web searching with no initial configuration required.

• <img src="https://github.com/tinyfish-io.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/tokenizin-agency.png?size=120" width="12px" height="12px" /> NPX Fetch - Fetches and processes web content, transforming it into multiple formats such as HTML, JSON, Markdown, and plain text. It operates using the Model Context Protocol for seamless integration with AI models.

• <img src="https://github.com/Tomatio13.png?size=120" width="12px" height="12px" /> Tavily Search - Perform web searches and retrieve information using the Tavily API, returning results in text format along with AI responses, URIs, and titles.

• <img src="https://github.com/tositon.png?size=120" width="12px" height="12px" /> OpenDeepSearch - Performs comprehensive, in-depth research on complex topics by breaking down questions into manageable sub-questions and synthesizing findings into detailed reports with citations. Integrates seamlessly with various MCP clients for enhanced research capabilities.

• <img src="https://github.com/traylinx.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/trilogy-group.png?size=120" width="12px" height="12px" /> Youtube Summarizer - Integrates Youtube summarization capabilities into AI applications, providing access to APIs that summarize videos directly from YouTube.

• <img src="https://github.com/tulong66.png?size=120" width="12px" height="12px" /> 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.

• <img src="https://github.com/unlimitbladeworks.png?size=120" width="12px" height="12px" /> Twikit Twitter Search - Search tweets, analyze sentiment, and retrieve timeline updates from Twitter. Provides tools for social media insights and monitoring directly within LLM-powered applications.

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