llmctx is a tool for converting technical documentation into an AI-ready format. It provides preset URLs for quick access to LLM-optimized documentation of popular frameworks and libraries, helping developers obtain accurate and up-to-date context information when using AI programming assistants.

The Pulse CN MCP Server is an MCP protocol server that obtains real-time Chinese Internet popular content. It supports hot search data from 18 platforms such as Weibo and Today's Headlines, providing the latest Chinese trend information for AI models.

This project compiles a list of popular Model Context Protocol (MCP) servers based on Smithery.ai usage data. MCP is an open-source standard developed by Anthropic for establishing secure two-way connections between data sources and AI tools.

A hot news server based on the MCP protocol that aggregates real - time hot topics from 9 major Chinese mainstream social platforms and news websites, supporting AI model integration and popularity index display.

An MCP server that provides access to the gnomAD genomic database, supporting queries for gene information, variant analysis, and population genetics data.

This project is a Reddit service interface based on the Model Context Protocol (MCP), implemented through the Python Reddit API Wrapper (PRAW), which allows AI assistants to access and interact with Reddit content. The project provides functions such as user information analysis, getting popular posts, community statistics, and viewing trending sub - forums, and supports authenticated users to post and comment.

This project is a movie information MCP server based on the TMDB API, providing functions such as movie search, recommendation, and popular movie query, which can be integrated with the Claude desktop application.

A Pokemon data query server based on the MCP protocol, which retrieves Pokémon information through PokéAPI and provides tools for LLMs, including querying Pokémon details, building tournament squads, and listing popular Pokémon.

A server that provides access to the Reddit public API for LLMs via the MCP protocol, supporting functions such as browsing popular posts, obtaining community information, and reading comments.

An intelligent documentation search server built on FastMCP that supports documentation search across multiple popular frameworks and libraries, providing a unified interface for AI systems to quickly obtain relevant information.

This is an MCP server that provides access to the data of the State Statistics Service of Ukraine. Through the SDMX API v3 interface, it supports AI models to query official Ukrainian statistical data in multiple fields such as energy, population, and trade, providing bilingual support and flexible data filtering functions.

FlyonUI MCP Server is a tool that helps developers quickly build modern, production - ready UI blocks, components, and landing pages. It supports multiple popular frameworks and can be seamlessly integrated with commonly used IDEs.

PopUI is a companion application for Claude Desktop on macOS, providing two - way interactive UI tools.

TikTok MCP is a tool that integrates TikTok access functions, supporting the analysis of video popularity factors, retrieval of video content, and interaction with videos. It is suitable for applications such as Claude AI.

The Subconscious AI MCP Server is a tool based on the Model Context Protocol that allows users to run AI - driven conjoint experiments through AI assistants such as Claude and Cursor. It uses causal inference and synthetic population data for decision - making analysis and provides REST API and real - time update functions.

An MCP server project that enables Claude to directly access the documentation of popular libraries such as LangChain, LlamaIndex, and OpenAI, search through the Serper API and parse content using BeautifulSoup to enhance the AI's context understanding ability.

This project is an integration tool that allows Claude Desktop to interact with Hacker News via the MCP protocol, supporting functions such as browsing the latest/popular stories, viewing details, and reading comments.

A documentation search server based on the MCP protocol that can retrieve the latest documentation of popular libraries such as Langchain in real-time, solving the problem of outdated knowledge in LLM models.

The MCP Domain Availability Checker is a tool integrated with Claude Desktop that provides domain availability checking across multiple top-level domains, supports over 50 popular TLD extensions, and combines DNS and WHOIS dual verification to ensure accuracy.

An MCP server that provides query functions for npm package information, supporting searching for package details and obtaining lists of popular packages

A curated list of MCP servers, collecting multiple popular MCP server projects on GitHub.

This is a quick start project for the MCP protocol based on TypeScript, which includes a basic MCP server implementation using stdio transmission and can obtain popular stories on Hacker News. The project does not require build steps, runs directly in the Node v23 environment, and supports development and debugging through MCP Inspector.

The Hacker News MCP server is a tool that provides real-time interaction with Hacker News content, supporting functions such as getting popular stories, story details, comments, and search, suitable for AI assistant integration.

The LottieFiles MCP Server is a Model Context Protocol service for searching and retrieving Lottie animations, providing functions for animation search, detail retrieval, and a list of popular animations.

This analysis report summarizes the most interesting MCP (Model Context Protocol) servers discussed on the X platform on March 19, 2025, focusing on their practicality in AI - driven workflows. Through discussions and blog posts on the X platform, the report identifies the most popular and recommended MCP servers, including Reddit, Notion, Google Sheets, Gmail, and Discord, which are favored for their automation capabilities and ease of use. In addition, servers with specific functions such as SendAI Kit and Dolphin - MCP, as well as pre - built servers provided by Anthropic, are also mentioned.

This is a Python - based MCP server project that supports searching documents from popular libraries such as LangChain, LlamaIndex, and OpenAI through the Serper API and uses BeautifulSoup to extract web page content.

An MCP server that provides Hacker News data, supporting the retrieval of popular, best, and latest stories, as well as user information

The Popmelt MCP Server is a dynamic design system generation platform based on JSON metadata files. It provides a CSS generation engine, a design token system, component variant management, and real-time preview functions, and supports configuration and application through a RESTful API.

This project is a Vector GraphQL MCP server that provides tools for querying data on the Vector trading platform, including functions such as leaderboards, trader profiles, popular tokens, and token broadcasts.

An MCP server project for tracking popular cryptocurrencies on CoinGecko, providing real - time data and analysis functions, and supporting natural - language queries through Claude Desktop.

This is an MCP server integrated with the BoardGameGeek XML API, providing functions such as board game search, detail retrieval, popular game query, and user collection synchronization. It supports SQLite data storage and Docker deployment.

Deploy popular MCP services to the FunctionGraph platform through the Serverless architecture

Popmelt MCP Server is a service based on the Model Context Protocol, providing access to Talent AI profiles and style configurations, and supporting dynamic UI component style generation.

This project converts the Substack API into an Anthropic MCP server, enabling AI assistants such as Claude to interactively access Substack content, including obtaining newsletters, searching cross - magazine content, and discovering popular subscriptions.

A lightweight MCP server that retrieves relevant documentation content from popular AI libraries such as LangChain, LlamaIndex, and OpenAI by combining web search and content parsing, providing language models with the function of dynamically querying the latest documentation.

FridayAI is a cross - platform game assistant that provides real - time game information, quest tracking, and immersive guides, supporting popular games such as 'Elden Ring' and 'Baldur's Gate 3'. It uses a lightweight Tauri desktop overlay combined with a Next.js backend for user authentication, data storage, and content delivery. Core features include real - time game guidance, configurable overlays, game data package purchases, and cross - platform compatibility.

Email MCP is a simple Model Context Protocol server that adds email capabilities to AI agents, supports POP3 and SMTP protocols, and provides functions for sending, receiving, and managing emails.

A voice call server based on the MCP protocol, integrating Twilio and OpenAI technologies to enable AI assistants to initiate and manage real-time voice calls, supporting multi-language switching and preset scenario templates.

The Popmelt MCP Server is a service based on the model context protocol, providing talent AI profile access and dynamic UI style generation functions.