| Name | Description |
|---|---|
| Context7 | Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add use context7 to your questions for accurate and relevant answers. |
| Office Word Document | Enable AI assistants to create, read, and manipulate Microsoft Word documents through a standardized interface. Perform rich document editing operations such as adding content, formatting text and tables, merging documents, and applying document protection. Streamline Word document workflows by integrating powerful document management and formatting capabilities into your AI applications. |
| Sequential Thinking Tools | Guide your problem-solving process by breaking down complex tasks into manageable steps. Receive intelligent tool recommendations tailored to each stage, complete with confidence scores and rationales. Enhance your decision-making with a structured approach to tackling challenges. |
| Memory Bank | Manage your AI assistant’s context seamlessly across sessions. Store, retrieve, and track information with remote server support for enhanced collaboration and persistence. |
| DuckDuckGo Search | Enable web search capabilities through DuckDuckGo. Fetch and parse webpage content intelligently for enhanced LLM interaction. |
| Cloudflare Playwright | Automate browser interactions and testing through a powerful MCP server integrated with Playwright and Cloudflare Workers. Execute web navigation, element interaction, and capture screenshots or snapshots to enhance your LLM-driven workflows. Easily deploy and connect to this server to enable rich browser automation capabilities for your agents. |
| PubMed | Enable AI assistants to search, access, and analyze PubMed articles through a simple interface. Retrieve detailed metadata, perform deep analysis, and facilitate biomedical research efficiently. Access full-text PDFs and specialized prompts for comprehensive paper analysis. |
| Time | Empower your LLMs with time awareness capabilities. Access current time, convert between timezones, and get timestamps effortlessly. Enhance your applications with precise time-related functionalities. usage: npx time-mcp |
| Bright Data | One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked. Ideal for discovering and retrieving structured insights from any public source - effortlessly and ethically. |
| Paper Search | Search and download academic papers from multiple sources like arXiv and PubMed. Enhance your research workflow with seamless integration into LLM applications, allowing for efficient access to scholarly content. |
| Flux ImageGen | Generate and manipulate images effortlessly using advanced AI models. Create image URLs, generate images directly, and manage multiple image generation models with ease. Enhance your applications with high-performance, customizable image generation capabilities. |
| Met Museum | Access the Metropolitan Museum of Art’s collection through natural language queries. Search for artworks, retrieve detailed information, and explore various departments effortlessly. Enhance your AI’s capabilities with rich art resources and data. |
| Terminal Controller | Execute terminal commands securely and manage your file system through a standardized interface. Navigate directories, run commands, and track command history effortlessly. Enhance your LLM’s capabilities with powerful terminal interactions. |
| Fetch | Fetch web content in various formats such as HTML, JSON, plain text, and Markdown. |
| Sequential Thinking | Facilitate dynamic and reflective problem-solving through a structured thinking process. Break down complex problems into manageable steps and revise thoughts as understanding deepens, allowing for alternative paths of reasoning. Generate and verify solution hypotheses effectively. |
| Automated UI Debuger and Tester | Enable autonomous visual analysis, testing, and debugging of web interfaces using AI-powered tools. Detect UI bugs, validate user workflows, monitor performance, and generate detailed reports without manual intervention. Empower any AI model to inspect and interact with web pages visually through Playwright integration. |
| MongoDB | MongoDB MCP Server allows any MCP-aware LLM to connect to MongoDB Atlas for admin tasks and to MongoDB databases for data operations, all through natural language. It exposes over 30 tools spanning cluster management and database querying, with granular safety controls like read-only mode and tool disabling. |
| Shadcn Vue | Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI development workflow. |
| Bazi Calculator | Provide precise Bazi (Chinese metaphysical) calculations to empower AI agents with accurate personality and destiny insights. Enable reliable and community-driven Bazi data services for applications in fortune-telling and Chinese metaphysics. Join a collaborative platform to advance traditional cultural analysis with AI. |
| Calculator | This server enables LLMs to use calculator for precise numerical calculations. |
| Unity Integration | Enable AI assistants to interact with your Unity projects in real-time. Access scene information, execute C# code, and monitor logs directly within the Unity Editor. Enhance your development workflow with seamless AI integration. Also Added File Access to Give more functionality to LLM |
| Wikipedia Integration | Provide real-time access to Wikipedia information to enhance AI assistants with accurate and up-to-date factual context. Enable LLMs to search, retrieve, summarize, and extract detailed content from Wikipedia articles across multiple languages. Facilitate grounded and reliable AI responses by integrating Wikipedia data seamlessly. |
| Weather | Retrieve real-time weather information effortlessly for any city. Get accurate weather updates using a simple command or API call without needing an API key. Enhance your applications with reliable weather data from the Open-Meteo API. |
| Airbnb Search and Listing | Search for Airbnb listings and get detailed information about specific properties. Effortlessly plan your next trip with structured data and no API key required, while respecting Airbnb’s guidelines. |
| App Market Intelligence | Analyze data from the Apple App Store and Google Play Store to gain insights about apps, market trends, and user feedback. Make informed decisions with comprehensive market intelligence at your fingertips. |
| Reddit Content Fetcher | Fetch and analyze Reddit content including hot threads, detailed posts, and comments from any subreddit. Support various post types such as text, link, and gallery to provide comprehensive Reddit insights. Enhance your applications with real-time Reddit data and analysis tools. |
| Text Editor | Enable seamless text file management through a standardized API. View, edit, and create text files effortlessly, mimicking the functionality of Claude’s built-in text editor. Enhance your applications with powerful file operations and directory support. |
| AI Prompt Manager MCP | MCP service built on the AI Prompt Management Platform (www.aiprompter.cc). Through this MCP, you can conveniently access your personal prompt space maintained on the platform. Test after configuring MCP: “What prompts do I have?” First-time use requires user authentication - enter username:password (e.g., testuser:123456) User registration: www.aiprompter.cc New users: Access 60+ public prompts directly Existing users: Access your private prompt library |
| MCPollinations Multimodal | Generate images, text, and audio from prompts effortlessly. Leverage the Pollinations APIs to enhance your AI assistants with multimodal capabilities. Enjoy a simple setup with no authentication required, making it easy to integrate into your applications. |
| Call For Papers | Search for upcoming academic conferences and events based on keywords. Retrieve detailed information including event name, description, dates, location, and submission deadlines. Easily find relevant academic events to stay informed and plan submissions. |
| PapersWithCode Client | Interface with the PapersWithCode API to access a wealth of research information. Retrieve details about papers, authors, conferences, and methods effortlessly, enhancing your AI agent’s capabilities. Simplify your research process with powerful tools for searching and explaining academic papers. |
| Open Library | Enable AI assistants to search and retrieve detailed book and author information from the Open Library. Provide structured, consistent JSON responses for book titles, author details, and cover images. Enhance AI capabilities with comprehensive book and author data access via a standardized protocol. |
| shadcn/ui Component Reference | Access comprehensive documentation and examples for shadcn/ui components. Retrieve detailed information, installation instructions, and usage examples to enhance your development experience. Streamline your workflow by leveraging structured data for efficient component integration. |
| OP.GG | The OP.GG MCP Server provides AI agents with a comprehensive suite of tools that deliver gaming data across popular titles, including champion analysis and rankings for League of Legends, match schedules and team standings for LoL esports, meta deck compositions, item combinations, champion build recommendations and playstyle insights for Teamfight Tactics, as well as map meta, character statistics, leaderboards, agent compositions and player match history for Valorant, along with various other gaming information. |
| Pokémcp | Poke-MCP is a Model Context Protocol (MCP) server that provides Pokémon information through a standardized interface. It connects to the PokeAPI to fetch Pokémon data and exposes it through MCP tools that can be used by any MCP-compatible client, such as Claude Desktop App, Continue, Cline, and others. |
| yt-dlp Video and Audio Downloader | Enable LLMs to download video and audio content from popular platforms like YouTube, Facebook, and TikTok with resolution and subtitle options. Provide subtitle downloads in multiple languages and clean transcript extraction for enhanced content accessibility. Ensure privacy-focused direct downloads without tracking, seamlessly integrating with MCP-compatible LLMs. |
| Yahoo Finance | Provide comprehensive financial data from Yahoo Finance including stock prices, company information, financial statements, options data, and market news. Enable detailed stock analysis, market research, and investment research through a rich set of tools. Facilitate integration with LLMs for dynamic financial data retrieval and analysis. |
| Quran.com API | Interact with the Quran.com corpus seamlessly. Access chapters, verses, translations, and tafsirs through a standardized API. Enhance your applications with rich Quranic content effortlessly. |
| Think Tank | MCP Think Tank is a powerful Model Context Protocol (MCP) server designed to enhance the capabilities of AI assistants like Cursor and Claude. It provides a structured environment for enhanced reasoning, persistent memory, and responsible tool usage. Key capabilities include advanced Sequential Thinking & Chained Reasoning, a robust Knowledge Graph Memory system with versioning, and intelligent Tool Orchestration with Call-Limit Safeguards. This platform empowers AI to tackle complex problems through structured analysis, maintain knowledge across sessions, and utilize external resources like web search, all while adhering to configurable usage limits. 🎯 Philosophy MCP Think Tank is built on three core principles: Elegant Simplicity: Minimal, well-designed tools that complement AI capabilities rather than trying to replicate them. Enhanced Reflection: Gentle guidance fosters better reasoning and self-reflection without rigid constraints. Persistent Context: A simple, yet effectiv… |
| Math-MCP | Enable your LLMs to perform accurate numerical calculations with a simple API. Leverage basic arithmetic and statistical functions to enhance your applications. Simplify complex mathematical tasks effortlessly and improve your model’s capabilities. |
| Markdown Downloader | Download webpages as markdown files effortlessly. Convert web content into markdown format with a simple command, and manage your downloads with ease. Enjoy a configurable download directory and automatic date-stamped filenames for organized storage. |
| Windows Command Line | Enable AI models to interact with Windows command-line functionality securely and efficiently. Execute commands, create projects, and retrieve system information while maintaining strict security protocols. Enhance your development workflows with safe command execution and project management tools. |
| Magic UI Component | Provide comprehensive Magic UI components, device mocks, special effects, animations, text animations, buttons, and backgrounds to enhance your UI development. Enable seamless integration with various MCP clients to access detailed implementation information for a wide range of UI elements. Simplify UI creation by leveraging categorized tools for efficient component retrieval and usage. |
| Hugeicons | Integrate Hugeicons seamlessly into your applications. Discover icons, access platform-specific usage instructions, and enhance your projects with comprehensive documentation and examples. |
| File Context | Enable your LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities. Streamline your code analysis and improve quality metrics effortlessly. Enhance your development workflow with powerful file operations and smart caching features. |
| Collaborative Reasoning | Enable structured multi-persona collaboration to solve complex problems by simulating diverse expert perspectives. Facilitate systematic ideation, critique, integration, and decision-making processes with explicit disagreement management and visual representation. Enhance model reasoning capabilities for more thorough exploration and robust recommendations. |
| CCXT | High-performance CCXT MCP server for cryptocurrency exchange integration. |
| OpenAPI | Enable exploration and understanding of OpenAPI specifications through a simple interface. Retrieve overviews and detailed explanations of API operations in plain language to assist with API code generation and comprehension. Supports both JSON and YAML formats and integrates seamlessly with Claude Desktop and Cursor clients. |
| Hugging Face | Access Hugging Face’s models, datasets, and research papers seamlessly. Interact with a wide range of resources and tools to enhance your LLM’s capabilities. Utilize prompt templates for efficient model comparisons and paper summaries. |
| Yahoo Finance Data | Provide real-time and historical financial data from Yahoo Finance to enhance your LLM applications. Access stock prices, company information, and perform financial comparisons seamlessly. Enable your agents to answer finance-related queries with up-to-date market data. |
| Shell | Execute whitelisted shell commands securely via MCP. |
| QuickChart | Generate various types of charts effortlessly using QuickChart.io. Create chart images by providing data and styling parameters, and download them directly to your local system. Enhance your data visualization capabilities with customizable chart options and easy integration. |
| GeekNews | Fetch articles from GeekNews and integrate them into your applications. Leverage web scraping capabilities to access the latest news stories effortlessly. Enhance your projects with real-time news data using this MCP server. |
| Mobile Automation | Automate mobile applications seamlessly across iOS and Android platforms. Interact with native apps using structured accessibility data or coordinate-based actions, enhancing your testing and data-entry workflows. Leverage the power of LLMs to drive complex user journeys without manual intervention. |
| LottieFiles | Search and retrieve Lottie animations effortlessly. Access detailed information about specific animations and discover popular animations with ease. Enhance your projects with dynamic animations from LottieFiles. |
| CiteAssist | Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-formatted citations for your resources with just a few commands. Enhance your research workflow by integrating citation retrieval directly into your applications. |
| Lotus Wisdom | Utilize the wisdom of the Lotus Sutra to solve complex problems through a structured, multi-faceted approach. Engage in a thoughtful process that combines analytical and intuitive insights, allowing for deeper understanding and clarity. Experience meditation pauses that foster natural insights and culminate in a well-integrated response. |
| Semgrep | Integrate advanced static code analysis and security vulnerability detection into your development workflow. Enhance code quality and maintainability through a conversational interface with AI assistants. Automate error detection and enforce coding standards effortlessly. |
| n8n Workflow Builder | Create and manage n8n workflows programmatically. |
| PubMedSearch | Search and retrieve academic papers from the PubMed database effortlessly. Access detailed information including titles, authors, journals, abstracts, and DOIs with ease. Enhance your research capabilities by integrating this server into your workflow. |
| DexPaprika | Access decentralized exchange data effortlessly. Fetch and analyze DEX, token, and liquidity pool information without the need for API keys, empowering your AI assistants with real-time insights. |
| Search for images and retrieve information from Pinterest. | |
| RedNote Content Access | Access and interact with Xiaohongshu (RedNote) content seamlessly through a Model Context Protocol server. Authenticate, search notes by keywords, and retrieve note content via URLs with ease. Simplify integration of RedNote data into your AI workflows and tools. |
| Super Shell | Execute shell commands securely across multiple platforms with built-in whitelisting and approval mechanisms. Simplify command execution with automatic platform detection and comprehensive logging. Enhance your workflow by managing commands efficiently and safely. |
| Kroki | Generate and download diagrams in various formats using Kroki.io. Convert your Mermaid, PlantUML, and Graphviz diagrams to SVG, PNG, PDF, or JPEG files effortlessly. |
| Coin | Fetch the latest cryptocurrency prices effortlessly using our server. Simply provide a token symbol, and receive real-time price data from Bitget’s API. It’s fast, simple, and designed for crypto enthusiasts and traders alike! |
| Laravel Companion | Provide AI assistants and language models with seamless access to Laravel documentation. Enable searching, reading, and updating Laravel docs dynamically to enhance AI-driven development support. Support multiple Laravel versions and automatic documentation updates from GitHub. |
| Aindreyway Codex Keeper | An intelligent server that provides AI assistants with curated access to the latest development documentation and best practices. |
| After Effects | Control Adobe After Effects through a standardized protocol to automate composition creation, layer management, and animation. Enable AI assistants and custom applications to interact with After Effects for dynamic video editing workflows. Simplify complex animation tasks by programmatically setting keyframes and expressions. |
| Brasil API | Connect AI assistants to Brazilian public data services. Access vital information like postal codes, company registrations, and currency exchange rates seamlessly. |
| Bilibili API | Provide seamless access to Bilibili’s API through a Model Context Protocol server, enabling advanced search and data retrieval operations. Perform general and precise searches for users, videos, live streams, and articles, as well as fetch video danmaku (comments). Enhance your applications with rich Bilibili content and user data effortlessly. |
| Terraform | Integrate Terraform Registry APIs seamlessly to automate provider and module discovery, extract detailed documentation, and enhance Infrastructure as Code workflows. Enable advanced interaction with Terraform resources, data sources, and modules for efficient IaC development. Simplify Terraform module exploration and analysis through a standardized MCP interface. |
| Blockscout | Provide AI agents and automation tools with contextual access to blockchain data including balances, tokens, NFTs, and contract metadata. Enable multi-chain support and deliver enhanced user experience with progress notifications for long-running queries. Facilitate seamless integration with AI hosts like Claude Desktop for blockchain data analysis. |
| A-Share Market Data | Provide comprehensive A-share market data including stock basics, historical K-line data, financial reports, macroeconomic indicators, index constituents, and data analysis reports. Enable answering any questions related to the A-share market for both the overall market and specific stocks. Facilitate seamless integration with MCP clients for real-time financial data queries. |
| Dice Roller | Roll dice using standard dice notation and return results with their total sum. |
| CoinGecko API | Provide AI assistants with seamless access to cryptocurrency data by proxying the public CoinGecko API through a standardized protocol. Enable dynamic interaction with CoinGecko’s extensive API methods for real-time crypto market insights. Easily integrate with AI environments like Cursor and Claude Desktop for enhanced crypto data retrieval. |
| LeetCode | MCP server for LeetCode API, enabling advanced automation and intelligent interaction with LeetCode problems, contests, solutions and user data (Supports authenticated APIs). |
| arXiv Research Assistant | Enable efficient search, exploration, and comparison of arXiv.org research papers through a local MCP server. Access detailed paper metadata, perform keyword and author-based searches, and generate prompts for summarization and comparison. Stay updated with trending topics in various research categories. |
| Browser Control | Control your local browser seamlessly with LLM clients. Manage tabs, search history, and read content directly from your browser using intuitive commands. Enhance your browsing experience by integrating it with powerful language models. |
| Task Scheduler | Schedule and manage automated tasks including shell commands, API calls, AI content generation, and desktop reminders with flexible cron-based timing. Track execution history and receive interactive notifications across platforms. Integrate seamlessly with AI assistants and MCP-compatible clients for enhanced automation workflows. |
| Cointelegraph News | Provide real-time access to the latest news from Cointelegraph through an MCP server. Retrieve and summarize news articles from multiple RSS feed categories with customizable result counts and summary lengths. Seamlessly integrate with AI clients like Claude Desktop for enhanced news querying capabilities. |
| AKShare One | Provide access to Chinese stock market data including historical prices, real-time data, news, and financial statements. Retrieve comprehensive financial information for stocks with flexible parameters. Enhance your financial analysis and decision-making with up-to-date market insights. |
| Pollinations | Connect AI models to Pollinations.ai’s image and text generation services using the MCP protocol. Generate stunning images and text effortlessly with a simple API. Enhance your AI capabilities with seamless integration and type safety. |
| LLMS.txt Explorer | Explore and analyze websites that implement the llms.txt standard. Discover compliant websites and validate their llms.txt files effortlessly. Gain structured insights into the llms.txt ecosystem with ease. |
| Formula 1 Schedule | Provide up-to-date and historical Formula 1 race schedules for any specified year. Retrieve detailed race calendars including dates, circuit details, and session times with reliable data sources and caching for performance. Enable seamless integration of F1 calendar data into your applications via a simple MCP tool. |
| Hacker News Integration | Access real-time stories, comments, and user profiles from Hacker News. Search and retrieve data effortlessly through a powerful integration with the Model Context Protocol. Enhance your LLM applications with comprehensive Hacker News functionality. |
| Package Registry | Enable AI assistants and agents to search multiple package registries and retrieve up-to-date package information. Access detailed metadata, version history, and statistics for packages across NPM, crates.io, NuGet, PyPI, and Go modules. Enhance your AI workflows with real-time package data from popular ecosystems. |
| Burpsuite | Enable AI assistants to perform web security testing and vulnerability scanning by interacting with Burpsuite Professional. Start scans, check scan status, retrieve vulnerability issues, and access HTTP/HTTPS traffic captured by Burp Proxy. Explore site structure discovered during scanning to enhance security analysis workflows. |
| The Verge News | Fetch and search news articles from The Verge’s RSS feed. |
| Macrostrat API | Query comprehensive geologic data and information using natural language. Analyze geological data to enhance understanding and create graphics from the data. Access a wide range of geologic units, minerals, and timescales effortlessly. |
| Tasks Organizer | Convert AI-generated plans into structured markdown task lists and manage them efficiently in your repository. Automatically track and organize tasks with descriptive filenames and completion indicators. Enhance your productivity by integrating with Claude for Desktop and streamline your task management process. |
| Code Runner | Run code snippets in various programming languages and see the results instantly. Enhance your coding experience by executing code directly within your environment, supporting a wide range of languages. Perfect for testing and debugging code snippets quickly and efficiently. |
| NPM Sentinel | Provide AI-powered real-time analysis and intelligence on NPM packages, including security, dependencies, performance, and quality metrics. Enable faster and safer package management decisions by integrating with Claude and Anthropic AI. Deliver comprehensive insights such as vulnerability scanning, download trends, and maintenance status to optimize your npm ecosystem. |
| Cal | Evaluate mathematical expressions efficiently and accurately. Input your expressions and receive instant results, leveraging built-in constants like PI and E. Perfect for quick calculations and mathematical evaluations in a lightweight service. |
| Cursor Talk to Figma | Enable seamless communication between Cursor AI and Figma to read and programmatically modify design documents. Automate design tasks such as bulk text replacement, annotations, and node manipulation through a comprehensive set of MCP tools. Enhance your design workflow by integrating Cursor’s AI capabilities directly with Figma’s design environment. |
| Lilith Shell | Empower your AI assistants to execute terminal commands securely and efficiently. Leverage enhanced security controls and testing to ensure safe command execution in controlled environments. Ideal for development systems, this tool allows for seamless integration with any AI assistant supporting the Model Context Protocol. |
| JSON Document Collection | Create and manage multiple JSON document databases effortlessly. Sync your databases to the cloud for easy access and collaboration. Enhance your AI systems with structured data using the Model Context Protocol. |
| Firestore | Provide secure, permission-controlled access to Firebase Firestore databases through a standardized MCP interface. Enable AI assistants and other clients to perform full CRUD operations, advanced queries, batch operations, and transactional updates with granular collection and operation-level permissions. Ensure data consistency and security with default deny rules and fine-grained access control. |
| Biomart | Interface with Biomart databases to discover marts, datasets, and retrieve biological data efficiently. Utilize tools for attribute exploration and ID translation to enhance your data analysis capabilities. Streamline your biological data queries with a standardized MCP server. |
| Virtual Traveling Bot | Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey’s progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery remote version does not use image processing because it is too heavy to run. Please enjoy your journey on the map with text. If you would like to use landscape images and avatar images, please consider building it in a local environment. https://www.npmjs.com/package/@mfukushim/map-traveler-mcp If you connect without making any settings, it will operate in practice mode. If you set a Google Map API token and Turso sqlite API token, you can travel on a real map. |
| AutoGen | Create and manage AI agents that collaborate and solve problems through natural language interactions. Enable multi-agent conversations and orchestrate group chats with customizable configurations. Enhance your applications with built-in error handling and response validation for seamless communication between agents. |
| Singapore Government Open Data | Provide seamless access to open datasets and collections from data.gov.sg. Enable searching, metadata retrieval, and filtered dataset downloads for analysis. |
| Pump.fun Data Fetch Tool | Fetch and integrate data seamlessly for your applications using the Model Context Protocol. Enhance your projects with real-time data access and manipulation capabilities. Simplify your data interactions and improve efficiency with this powerful tool. |
| Docfork | @latest docs for 9000+ libraries in your AI code editor, with a single MCP. |
| Playwright-Lighthouse | Analyze website performance and capture screenshots effortlessly. Leverage the power of Playwright and Lighthouse to gain insights into your web applications’ performance metrics. Enhance your LLM capabilities with real-time performance analysis and visual feedback. |
| Bitrefill | Access Bitrefill services to search for gift cards, mobile top-ups, and more. Enhance your AI assistant’s capabilities by integrating with Bitrefill’s offerings using the Model Context Protocol. |
| Starwind UI | Enhance your development experience with Starwind UI by utilizing a dedicated server that provides tools for project initialization, component management, and documentation access. Streamline your workflow with features like package manager detection and LLM data fetching, all designed to integrate seamlessly with your AI assistants. |
| Azure Integration | Enable natural language interaction with Azure cloud services directly from your chat interface. Manage Azure subscriptions, tenants, and resources seamlessly through conversational commands. Benefit from automatic authentication and robust error handling for a smooth user experience. |
| Multi-Agent Debate | Enable structured multi-agent debates between AI personas with formal argumentation, rebuttals, and judgments across multiple rounds. Facilitate complex decision-making and collaborative problem-solving through adversarial discussion. Track verdicts automatically and support flexible agent roles for educational and simulation purposes. |
| Minecraft Bot | Control a Minecraft character using natural language commands powered by large language models. Enable interactive gameplay automation and building assistance within your Minecraft world. Seamlessly integrate with Claude Desktop to bring AI-driven Minecraft experiences to life. |
| Crypto Fear & Greed Index | Retrieve and analyze real-time and historical Crypto Fear & Greed Index data effortlessly. Integrate this server into your MCP-compatible clients to gain insights into market sentiment and trends. Make informed decisions in the cryptocurrency market with easy access to valuable index data. |
| Weibo Hot Search Service | Provide real-time access to the top 10 trending topics on Weibo without requiring user authentication. Easily integrate trending data into AI assistants supporting MCP protocol for enhanced social media insights. Analyze and explore popular topics effortlessly within your AI workflows. |
| WireMCP | Empower your LLMs with real-time network traffic analysis. Capture, analyze, and contextualize live network data to enhance threat detection and diagnostics. Transform complex packet captures into accessible insights for security audits and anomaly detection. |
| Lyrical | Enhance your creative writing by providing tools for syllable counting and rhyme finding. Streamline the process of composing lyrics and poetry with specialized linguistic features. Improve the quality and flow of your verses effortlessly. |
| Mapas Mentais | Generate automated mind maps to facilitate study, review, comparison, and presentation of various topics. Interact directly with Claude Desktop using Claude models to gain insights and organize ideas visually and efficiently. Ideal for students, teachers, and professionals seeking an extensible and integrable mind mapping solution. |
| Databutton | Build and deploy beautiful business apps effortlessly with our AI agent. Generate initial app plans and create a solid foundation for your projects using React and Python APIs. Streamline your development process and unleash unbounded complexity with ease. |
| Vizro | Build beautiful and powerful data visualization apps quickly and easily using a low-code Python toolkit. Customize and deploy your apps to production at scale with minimal engineering or design expertise. Leverage built-in visual design best practices and flexible open-source dependencies for rapid prototyping and scalable deployment. |
| PubChem Data Access | Provide seamless access to PubChem chemical and bioassay data through a standardized MCP interface. Search compounds, retrieve detailed chemical and bioassay information, and query molecular properties to enhance your chemical data workflows. Integrate effortlessly with any MCP client to enrich your applications with comprehensive PubChem data. |
| WaPulse Whatsapp | Provide an MCP server interface for the WaPulse WhatsApp Web API, enabling integration and interaction with WhatsApp Web through the Model Context Protocol. Facilitate seamless communication and automation for clients using MCP-compatible tools and resources. |
| DefiLlama API | Enable AI assistants to interact seamlessly with the DefiLlama API by proxying requests through a Model Context Protocol server. Dynamically generate tools from the DefiLlama OpenAPI specification to fetch real-time DeFi data. Simplify integration with popular clients like Cursor and Claude Desktop for enhanced DeFi insights. |
| Compass | MCP Discovery & Recommendation Service that helps explore Model Context Protocol servers using natural language queries. |
| Node Fetch | Fetch web content effortlessly from any URL using various HTTP methods. Handle headers, request bodies, and response formats with ease, while managing timeouts and redirects. Enhance your applications with reliable web content retrieval capabilities. |
| Repomix | Pack your entire codebase into a single, AI-friendly file optimized for large language models and AI tools. Easily generate comprehensive, token-counted, and optionally compressed representations of your repository for efficient AI analysis and code review. Integrate seamlessly with AI assistants via MCP to automate codebase packaging and inspection workflows. |
| PyMCP | Provide a Python-based template for developing MCP servers, enabling easy creation and testing of MCP-compliant servers. Facilitate integration with tools like Claude Desktop and Visual Studio Code through stdio transport. Simplify MCP server development with FastMCP framework support and comprehensive testing via the MCP Inspector. |
| A2A Bridge | Bridge AI assistants using the Model Context Protocol (MCP) with Agent-to-Agent (A2A) agents to enable seamless discovery, communication, and task management across AI agent protocols. Manage agents, send messages, and retrieve task results through a unified interface supporting multiple transport types. Integrate easily with MCP clients like Claude, Cursor IDE, and Windsurf browser for enhanced AI interoperability. |
| Node Omnibus | Streamline your Node.js development with automated project setup, component generation, and AI-powered assistance. Enhance your workflow by leveraging advanced tooling for React, Next.js, and more, all while ensuring seamless TypeScript integration. Focus on building great applications without the hassle of manual configurations and repetitive tasks. |
| Linkup Search | Provides web search capability using the LinkupClient to fetch real-time information. |
| Nmap Network Scanner | Run network scans on specified targets using nmap with customizable options. Store, retrieve, and analyze scan results through AI-powered prompts to gain insights into network security and services. Easily integrate network scanning capabilities into your applications or workflows. |
| Azure | Enable Claude Desktop to manage Azure resources through natural language queries. |
| Easy Copy Service | Provide a convenient MCP server that lists all available MCP services configured in Claude Desktop for easy reference and copying. Simplify the process of discovering and specifying MCP services without searching through configuration files. Keep the list dynamically updated and accessible at the top of the tools menu for quick selection. |
| Solana Client | Connect to the Solana blockchain and access its data seamlessly. Retrieve account balances, transaction details, and blockchain information with ease. Enhance your applications by integrating real-time Solana data and functionalities. |
| Region Weather | Provide accurate and up-to-date weather information for any city or region worldwide through a simple and standardized interface. Enable AI models and clients to easily fetch weather data without requiring API keys. Deploy quickly with Docker support for seamless integration. |
| Microsoft Clarity Data Export | Fetch and analyze Microsoft Clarity analytics data through a simple and intuitive interface. Filter by multiple dimensions and retrieve key metrics to gain insights into user behavior. Seamlessly integrate with MCP-compatible clients like Claude for Desktop to enhance your data-driven decision making. |
| BlockBeats News | Fetch the latest blockchain news and in-depth articles effortlessly. Stay updated with real-time information and insights tailored for AI agents. Access multi-language support for a broader audience engagement. |
| paperpal | Enhance your literature review process by seamlessly searching and discussing machine learning papers. Engage in natural conversations with your LLMs to discover new research and organize your ideas effectively. Leverage the power of arXiv and Hugging Face papers to enrich your writing experience. |
| Safe Local Python Executor | Run Python code generated by LLMs securely on your local machine. This tool provides a safe execution environment without the need for Docker or VMs, making it easy to integrate Python capabilities into your applications. Enhance your LLM experience with reliable code execution and avoid the risks of direct Python evaluation. |
| Multi LLM Cross-Check | Enable simultaneous querying of multiple LLM providers to cross-check responses and improve reliability. Integrate easily with Claude Desktop to get parallel responses from OpenAI, Anthropic, Perplexity AI, and Google Gemini. Benefit from asynchronous processing for faster and comprehensive LLM insights. |
| docs2prompt | Transform documentation from GitHub repositories or dedicated websites into LLM-friendly prompts. Enhance your LLM applications by seamlessly integrating documentation as prompts for better context and understanding. |
| Project Ingest | Provide project information including file content, directory structure, and other metadata to enhance project context accessibility. Enable seamless integration of project data for improved development workflows. Facilitate efficient retrieval and management of project resources through a standardized MCP interface. |
| WeRead | Bridge your WeChat reading data with AI for seamless access to notes and reading insights. Enhance your reading experience by extracting and analyzing your notes through intelligent conversations. |
| UNHCR Population Data | Access and query UNHCR refugee statistics effortlessly. Filter data by country of origin, country of asylum, and year to gain insights into global refugee trends. Utilize a standardized interface to enhance your AI applications with real-world population data. |
| XTQuantAI | Integrate AI with the XTQuant quantitative trading platform to access and manipulate trading data seamlessly. Leverage advanced data querying, market data retrieval, and visualization capabilities to enhance your trading strategies. Start making informed trading decisions with AI assistance today! |
| Atlas Docs | Provide LLMs with hosted, clean markdown documentation for libraries and frameworks that they can immediately use. |
| Zig | Enhance AI capabilities with Zig language tooling, code analysis, and documentation. |
| DateTime Context Provider | Provide LLMs with the current date and time context based on the server’s system clock. Enable your agents to access accurate and up-to-date temporal information seamlessly. Simplify time-related queries and operations within your LLM workflows. |
| Wuthering Waves | An MCP server that provides queries for Wuthering Waves character info, team compositions, echoes, backstories and guides. Data from Kuro Games community. |
| Education Data | Provide easy access to detailed and aggregated education data from the Urban Institute’s Education Data API. Retrieve school, district, and university data including enrollment, assessments, and financials. Browse available endpoints and query data flexibly to support education research and analysis. |
| Two Truths and a Twist | Engage in a fun trivia game where you identify the false statement among two truths. Experience interactive gameplay powered by AI, making each round unique and entertaining. Connect your MCP-compatible LLM to enjoy a seamless gaming experience. |
| Framer Plugin | Create and manage Framer plugins with integrated web3 capabilities. Build plugins that connect wallets, interact with smart contracts, and display NFTs seamlessly. Enhance your Framer projects with powerful web3 features to engage users and expand functionality. |
| GitHub Trending | Access trending repositories and developers on GitHub effortlessly. Filter results by programming language, time period, and spoken language to find the most relevant data for your needs. |
| Audio Interface | Enable AI assistants to interact with your computer’s audio system by listing devices, recording audio, and playing back recordings or audio files. Enhance your assistant’s capabilities with seamless audio input and output control. Simplify audio management through easy-to-use tools integrated with your AI assistant. |
| mcp-nixos | MCP-NixOS is a Model Context Protocol server that stops your AI assistant from making stuff up about NixOS. Because let’s face it—the only thing worse than confusing NixOS documentation is an AI confidently hallucinating about it. |
| Persistent Memory System | Leverage high-performance vector search and efficient knowledge storage to enhance your applications. Manage entities and relations seamlessly with secure token-based authentication for remote databases. Experience advanced semantic search capabilities powered by libSQL. |
| LocalAPI | Enable LLMs to interact with browser functionalities like creating, updating, and managing browser instances seamlessly. Automate browser operations and enhance your workflow with advanced fingerprint and proxy configurations. Simplify your browser management tasks with intuitive commands and integrations. |
| Chromium Latest Commit | Query the latest commit information for any file in the Chromium repository with detailed commit data including hash, author, timestamp, message, modified files, and diffs. Integrate seamlessly with MCP-compatible tools via the provided MCP server to enable programmatic access and automation. Utilize multiple interfaces including CLI, Python API, and Docker for flexible deployment and usage. |
| Google News and Trends | Search and retrieve RSS feeds from Google News and Google Trends. Summarize articles and extract keywords using optional NLP and LLM Sampling to get concise insights. Access top news stories, keyword-based news, location-specific news, and trending topics easily through a standardized interface. |
| Excel | Manipulate Excel files seamlessly without requiring Microsoft Excel installed. Create, read, modify workbooks, apply formatting, generate charts, and manage worksheets through AI agents. Enable powerful Excel automation with dual transport support for local and remote usage. |
| LLM.txt | A Model Context Protocol (MCP) server that processes llm.txt files, offering directory listing, content retrieval, and multi-query search capabilities. It supports local caching and various OS-specific cache locations. |
| WhereAmI | Discover your precise location based on your current IP address. Get detailed geolocation data effortlessly with a simple query. Experience robust error handling and minimal setup to start using location services immediately. |
| Ghibli Video | Transform static images into animated videos effortlessly. Check your API credits and manage video generation tasks with ease. Leverage the power of AI to create stunning visuals in the style of Ghibli. |
| Starknet | A comprehensive Model Context Protocol (MCP) server for the Starknet blockchain. This server provides AI agents with the ability to interact with Starknet networks, query blockchain data, manage wallets, and interact with smart contracts. |
| FrankfurterMCP | A MCP server for the Frankfurter API for currency exchange rates. |
| XiYan | Enhance your AI assistants by enabling natural language queries to databases, allowing you to effortlessly fetch data, list tables, and read contents using advanced text-to-SQL techniques. Whether operating in cloud mode or pure local mode, enjoy seamless support for both MySQL and PostgreSQL databases. Elevate your database interaction capabilities to a new level of sophistication. |
| Crypto Wallet EVM | Enable seamless interaction with Ethereum and EVM-compatible blockchains. Create wallets, check balances, send transactions, and interact with smart contracts effortlessly. |
| End to End Testing | Automate your testing processes with LLM-driven validation, ensuring your applications are robust and reliable. This server leverages Playwright for fast, lightweight, and deterministic testing without the need for vision models. Streamline your end-to-end testing and focus on delivering quality software efficiently. |
| Sui Tools | Interact seamlessly with the Sui blockchain and leverage powerful tools for managing SUI transactions. Request funds, check balances, and transfer assets effortlessly. Enhance your blockchain experience with a robust toolkit designed for developers and users alike. |
| Python-to-TypeScript Porting | Provide systematic tools and references to assist in porting Python code to TypeScript. Enable strategic planning, type analysis, library mapping, pattern conversion, and validation strategies to improve migration success rates. Facilitate developers with practical resources and prompts for efficient and accurate code translation. |
| Damn Vulnerable Demo | Demonstrate the risks of excessive agency in MCP servers by providing a basic vulnerable implementation that adds numbers. Explore potential security issues like remote code execution through this educational tool. Learn about MCP server functionality and vulnerabilities in a controlled environment. |
| UseWebhook | Generate webhook endpoints for testing, inspect and diff HTTP request payloads, replay requests from history, and forward requests to your localhost. Enhance your development workflow by easily managing and debugging webhooks in a streamlined manner. |
| XPath | Execute XPath queries on XML and HTML content effortlessly. Fetch and query data from URLs or local XML, returning results in a structured format. Enhance your applications with powerful XML data manipulation capabilities. |
| Shell Command Executor | Execute shell commands safely and efficiently through AI agents. Leverage multi-shell support and detailed error handling to enhance your command execution capabilities. Simplify your workflow by integrating shell command execution directly into your applications. |
| WinTerm | Interact with the Windows command line interface programmatically. Execute commands, read outputs, and send control signals seamlessly through a standardized set of tools. Enhance your AI models’ capabilities by integrating terminal interactions directly into your workflows. |
| Datetime Formatting | A service for generating datetime strings in various formats, optimized for integration with the Claude Desktop Application. |
| Model Context Protocol Servers | Showcase versatile implementations of the Model Context Protocol for secure LLM access to tools and data. |
| Bangla News | Provide up-to-date Bangladeshi news in Bengali to enrich LLMs with relevant local context. Seamlessly integrate Bengali news content into language model workflows for enhanced understanding and responses. Deliver fast, scalable, and structured news data optimized for Bengali language processing. |
| EdgeOne Geo Location | Provide geolocation data to large language models by exposing a tool that retrieves user location information. Enable AI models to access real-time geolocation through a simple interface integrated with EdgeOne Pages Functions. Enhance AI applications with location-aware capabilities seamlessly. |
| Website Generator | Generate complete websites using AI with seamless integration into your workflow. Simplify website creation by leveraging AI-driven content and structure generation. Enhance productivity by automating website generation tasks through an easy-to-use protocol server. |
| Chat Logger | Save your chat history in a formatted Markdown file for easy viewing and sharing. Automatically timestamp each message and customize your save directory to organize conversations by session ID. Enhance your chat experience with a simple and powerful logging tool. |
| EVE Online Market Data | Provide real-time access to EVE Online market data including prices, orders, history, and statistics. Enable detailed market analysis and structure-specific order retrieval with support for authentication and pagination. Simplify integration with EVE Online’s ESI API for dynamic market insights. |
| Chess | Play chess against any large language model with interactive game features. Visualize the board, make moves, and analyze positions directly through the server’s tools. Start new games and explore positions from PGN files with ease. |
| Ethereum RPC | Interact with the Ethereum blockchain seamlessly. Query blockchain data like account balances and gas prices through standardized JSON-RPC methods. Enhance your AI applications with real-time Ethereum data access. |
| GitHub for Pera1 | A Model Context Protocol server that connects GitHub code to Claude.ai utilizing the Pera1 service for code extraction. |
| Crypto Trending | Track and monitor the latest trending tokens on CoinGecko to gain real-time insights into popular cryptocurrencies. Query and analyze trending crypto data using natural language with integrated tools and prompts. Easily extend and deploy with minimal dependencies for seamless integration. |
| ZealGeo Spatial Processing | Provide coordinate system conversions and spatial analysis tools such as distance and area calculations. Support multiple coordinate systems including BD09, GCJ02, WGS84, and Web Mercator for accurate geospatial computations. Enable seamless integration of geospatial capabilities into your applications via MCP. |
| Meta | Create customized MCP servers effortlessly by specifying directories and files. Automate file management and integrate MCP tools for efficient resource handling. Ideal for development environments, this server simplifies the process of generating and managing multiple MCP servers. |
| Japanese Text Analyzer | Count characters and words in both Japanese and English texts. Analyze text efficiently with flexible input options, including file paths and direct text input. |
| AIM Guard | Provide AI-powered security analysis and safety instruction tools to protect AI agents during MCP interactions. Analyze text content for harmful or inappropriate material and enhance user prompts with security instructions. Ensure safer AI interactions with contextual security guidelines and real-time threat detection. |
| Nostr | Fetch and interact with Nostr network data seamlessly. Access user profiles, notes, and zaps with ease, enhancing your LLM’s capabilities. Leverage advanced search features to explore Nostr Implementation Possibilities (NIPs) effectively. |
| Earthdata | Enable efficient dataset discovery and retrieval for geospatial analysis using NASA Earth Data. Interact seamlessly with datasets and data granules to enhance your data-driven projects. Leverage powerful tools to search and analyze Earth data effortlessly. |
| FIWARE | Bridge your applications with the FIWARE Context Broker seamlessly. Interact with the Context Broker to perform CRUD operations on entities and manage context data effortlessly. Enhance your applications with real-time context management capabilities. |
| GOAT | Connect your blockchain applications with Claude for Desktop. Easily manage ERC-20 tokens and interact with various blockchain networks through a user-friendly interface. |
| Time | Retrieve the current time effortlessly with this server. Integrate time-fetching capabilities into your applications seamlessly. Enhance your projects with accurate and reliable time data. |
| Chain of Draft | Enhance your decision-making process with systematic, iterative refinement of thoughts and designs. Utilize the Chain of Draft protocol to improve reasoning, API design, and implementation planning effectively. Integrate seamlessly with popular AI agents for a structured approach to development. |
| Devcontainers Integration | Manage and interact with development containers seamlessly by starting environments, running user setup commands, and executing arbitrary shell commands inside devcontainers. Simplify your development workflow by controlling devcontainers directly through this server. Requires Docker and the devcontainers CLI for operation. |
| Crypto Projects | Provide AI agents with comprehensive and structured cryptocurrency project data from Mobula.io. Retrieve detailed market data, tokenomics, investors, exchanges, and release schedules formatted in Markdown for easy consumption. Customize output language to suit user preferences or system locale. |
| Jupiter Swap API | Enable Claude to interact with the Jupiter swap API on the Solana blockchain. Get quotes, build, and send swap transactions seamlessly. Enhance your trading experience with direct access to token swaps. |
| Divide and Conquer | Break down complex tasks into manageable pieces using a structured JSON format. Track progress, maintain context, and organize tasks efficiently across multiple conversations. |
| Lulu Print | Integrate print-on-demand services with your applications by managing print jobs, validating files, calculating costs, and handling shipping through Lulu Print API. Streamline book printing workflows and track order statuses seamlessly. Enable webhook subscriptions for real-time print job updates. |
| Memory Palace | Create and organize virtual memory palaces using spatial memory techniques to enhance learning and recall. Build themed palaces, add rooms and memory items with visual cues, and create guided memory journeys for structured review. Track your progress with analytics and leverage multi-sensory encoding for better retention. |
| WhatTimeIsIt | Get the current time based on your IP address in ISO 8601 format. Easily integrate time-checking capabilities into your applications with this lightweight server. Perfect for developers needing accurate time data without complex setups. |
| Internet Speed Test | Measure and analyze your network’s performance with tools for download/upload speed, latency, and jitter testing. Generate detailed JSON reports to understand your internet connection quality. Integrate seamlessly with AI models and agents to automate network diagnostics. |
| KMB Bus | Access real-time bus arrival information and comprehensive route details for Hong Kong’s KMB and Long Win Bus services. Query bus routes, stops, and estimated arrival times effortlessly to enhance user experience. Utilize bilingual support for both English and Traditional Chinese to cater to a wider audience. |
| mcptest | Monitor and manage your servers effortlessly. Utilize a comprehensive suite of tools for system checks, service status, network diagnostics, and security audits. Streamline your server operations with automated backups and real-time log analysis. |
| JSON | Enable LLMs to efficiently interact with JSON files by splitting, merging, and finding specific data within conditions. Simplify JSON file management with fast and lightweight tools designed for seamless integration with language models. Enhance your workflows by automating JSON data manipulation directly from your development environment. |
| YGO Chinese Card Database (ygocdb.com) | Provide fast and easy access to Chinese Yu-Gi-Oh! card information and images through keyword search and ID queries. Integrate seamlessly with your applications to retrieve detailed card data and visuals. Support both stdio and Streamable HTTP modes for flexible deployment. |
| Marginalia | Access the Marginalia Search API for non-commercial content search. |
| Volatility | Analyze memory dumps using natural language queries to simplify forensic investigations. This tool reduces the technical expertise required for memory forensics, accelerating the analysis process and helping to clear case backlogs. Empower forensic experts with automated insights and faster results for improved cybersecurity response. |
| POX | Manage and control your network with ease using this server. Automate network analysis and OpenFlow device management through a Python-based interface, perfect for educational and research purposes. Simplify your SDN projects with dynamic resources and interactive prompts. |
| Status Observer | Monitor and query the operational status of major digital platforms in real-time. Get detailed status information for specific services and components with a simple query interface. Stay informed about platform health to quickly respond to service disruptions. |
| Hacker News Companion | Summarize Hacker News discussions effortlessly. Fetch and process comments to generate high-quality summaries tailored for Claude. Enhance your engagement with community insights and structured data. |
| Gaggiuino Espresso Machine | Provide real-time access to espresso machine telemetry and shot data for the Gaggiuino system. Enable AI clients to retrieve machine status, latest shot IDs, and detailed shot data to analyze espresso extraction. Facilitate local network integration for monitoring and optimizing espresso shots. |
| QR Code | Generate QR codes effortlessly for various content types like URLs, WiFi credentials, and contact information. Customize size and format to suit your needs, and integrate seamlessly with your applications using the Model Context Protocol. |
| Helper Tools | Enhance your LLM agents with powerful utilities for encoding, geolocation, security, and more. Leverage system diagnostics and generate QR codes effortlessly to streamline your tasks. Empower your applications with a versatile toolkit for automation and data handling. |
| Q-Anon Posts/Drops | Access and analyze a dataset of Q-Anon posts for research purposes. Search, filter, and gain insights into the Q-Anon drops using AI assistants like Claude. Utilize this tool to explore sociological aspects of the dataset safely and responsibly. |
| PermShell | Execute shell commands securely with explicit permission notifications to ensure transparency and prevent unauthorized actions. Retrieve detailed system information including OS, uptime, memory, disk, and CPU. Benefit from safeguards like timeout limits and input sanitization to maintain system integrity while interacting with your environment. |
| WildFly | Integrate with your AI chatbot to interact with WildFly servers using natural language. |
| SchoolFoods | Retrieve school meal information effortlessly. Access detailed meal data by school name and date, with support for various date formats. Enjoy features like duplicate school name handling and similar school name suggestions to enhance your experience. |
| MindBridge | Unify and supercharge your LLM workflows by connecting your applications to any model. Easily switch between various LLM providers and leverage their unique strengths for complex reasoning tasks. Experience seamless integration without vendor lock-in, making your AI orchestration smarter and more efficient. |
| CCXT Cryptocurrency Exchange | Enable Large Language Models to interact with cryptocurrency exchanges by fetching balances, market data, creating orders, and more through a standardized asynchronous interface. Access both public market data and private account actions with support for API authentication. Simplify exchange operations with clear tool definitions and efficient non-blocking calls. |
| Crypto Portfolio | Track and manage your cryptocurrency portfolio allocations effortlessly. Optimize your investment strategies in real-time with AI-driven insights and analysis. Visualize your portfolio’s performance and make informed decisions based on current market trends. |
| Wait Timer | Introduce deliberate pauses in your workflows to ensure time-dependent operations complete successfully. Use the wait tool to instruct your MCP client to pause for a specified duration, preventing premature execution of subsequent steps. Perfect for web automation, command line operations, and API interactions. |
| Trending Model Tracker | Fetch and analyze the latest trending models, datasets, and spaces on Hugging Face. Stay updated with the most popular AI resources and enhance your projects with current trends. Perfect for developers, researchers, and AI enthusiasts looking to leverage trending content. |
| Lemonade Stand Game | Play the classic Lemonade Stand business simulation game interactively through Claude Desktop. Manage supplies, pricing, and weather conditions over a 14-day cycle to maximize profits. Experience a dynamic and strategic game fully integrated with AI via MCP tools. |
| Tesouro Direto | Enable natural language access to Brazilian treasury bond data through MCP-compatible clients. Query market data, bond details, and search/filter bonds using everyday language. Benefit from smart caching to reduce API calls while ensuring data freshness. |
| ScrAPI | Scrape web pages effortlessly with powerful and reliable features. Extract data from any website, even those with bot detection or geolocation restrictions. Enhance your data collection capabilities with ease using this intuitive MCP server. |
| Crypto_MCP | A Model Context Protocol (MCP) server for encrypting/decrypting/algorithm/hash |
| NIH RePORTER | Search for NIH-funded research projects and publications in a conversational manner. Access detailed project and publication information, including abstracts, through a user-friendly interface. Leverage advanced search criteria to find relevant research easily. |
| System Resource Monitor | Provide real-time system monitoring capabilities including CPU, memory, disk, network, battery, and internet speed metrics. Enable users to query detailed system resource usage and internet performance through easy-to-use tools. Enhance system awareness and diagnostics for better management and troubleshooting. |
| TabNews Integration | Access and interact with TabNews API data seamlessly. Enhance your applications with real-time news updates and insights from TabNews. Simplify your development process with a structured integration that leverages the Model Context Protocol. |
| Expression Evaluation | Evaluate complex expressions and perform advanced data manipulations directly within your conversations. Transform, filter, sort, and compute on arrays, objects, strings, and numbers seamlessly. Enhance your AI interactions with powerful expression capabilities. |
| Crypto Pegmon | Monitor stablecoin peg integrity across multiple blockchains to detect depegging risks early. Generate detailed stability reports, fetch real-time prices, and analyze historical data for 17 USD-pegged stablecoins. Present all information in clean Markdown format for easy integration into reports or dashboards. |
| Erick Wendel Contributions | A Model Context Protocol (MCP) server that provides tools to query Erick Wendel’s contributions across different platforms. See full docs in the repo for examples and more! |
| Customized Project | Leverage OpenAI’s API to interact with various tools seamlessly. Start the server and use the client to query real-time data and perform actions effortlessly. Enhance your applications with dynamic capabilities and real-world data integration. |
| Bitcoin SV Tools | Provide AI assistants with seamless access to Bitcoin SV blockchain functionalities including wallet operations, NFT ordinals, token marketplace interactions, and data conversions. Enable natural language interactions to manage BSV addresses, send transactions, purchase NFTs and tokens, and query blockchain data. Enhance AI capabilities with a comprehensive suite of Bitcoin SV tools accessible via the Model Context Protocol. |
| DuckDuckGo Search Plugin | Perform web searches and explore content with advanced navigation features. Enhance your search experience by retrieving detailed results, related queries, and rich content extraction from webpages. |
| GDB Server | Simplify debugging by enabling AI agents to seamlessly interact with GDB. Improve debugging efficiency with intelligent command handling and multi-architecture support. |
| Bridge Rates | Provide real-time cross-chain bridge rates and optimal transfer routes to support decision-making by onchain AI agents. Retrieve detailed bridge rates, supported chains, and bridges in easy-to-read Markdown tables. Enhance your cross-chain transfer insights with up-to-date data from LI.FI. |
| Aurora Documentation | A complete and continuously updated knowledge base for the Aurora ecosystem, this MCP enables developers to build on Aurora and Virtual Chains by providing technical guidance, structured documentation, configuration support, integration assistance, and troubleshooting resources. Optimized for AI agents, tools, and builders, it offers seamless access to the core capabilities of Aurora’s infrastructure through a clear and searchable interface. Aurora is a next-generation blockchain infrastructure designed to support high-performance, customizable virtual chains. These virtual chains are fully interoperable blockchains that run as smart contracts on top of the NEAR Protocol, offering developers scalability, modularity, and fine-grained control over execution and economics. Built to abstract away complexity, virtual chains enable faster development, smoother integration, and a more agent-friendly architecture for on-chain applications. |
| Event Horizon Evolutionary Solution | Evolve and optimize solutions across multiple generations using genetic algorithm principles and consistency checks. Monitor progress and receive crossover recommendations to iteratively improve solutions until convergence. Customize configurations to tailor the evolutionary process to your problem-solving needs. |
| Brazilian Postal Code | Query Brazilian postal code (CEP) information effortlessly. Retrieve complete address details including street, neighborhood, city, state, and more using just the postal code. Integrate seamlessly with AI agents through the Model Context Protocol. |
| Client Chatbot | Create an intuitive and joyful chatbot experience that seamlessly integrates external AI tools using the Model Context Protocol. Interact naturally with AI assistants empowered to autonomously call and execute multiple tools in real time. Quickly access and manage MCP tools with features like quick mentions, tool presets, and flexible tool usage modes. |
| ArcKnowledge | Manage and query your custom knowledge base webhook endpoints seamlessly. Add, list, and search multiple document sources through a unified interface to aggregate knowledge efficiently. Simplify knowledge base integration and querying with this easy-to-use MCP server. |
| LangChain Gemini Tool | Enable natural language interpretation and mathematical expression calculation by integrating LangChain with Google’s Gemini model and custom tools via MCP. Run a local tool server that processes math expressions and connects seamlessly with your chain. Enhance your AI workflows with dynamic tool invocation and computation capabilities. |
| Old School RuneScape Wiki and Data | Provide seamless access to Old School RuneScape Wiki content and game data through a standardized protocol. Search wiki pages, retrieve detailed page info, and query various game data files to enhance your applications with rich OSRS context. Easily integrate with LLMs to enrich interactions with game-related knowledge and definitions. |
| MCP2Serial | Connect hardware devices with AI models using natural language commands. Control your devices seamlessly and enable real-time adjustments to physical parameters with intelligent responses. |
| PentestThinking | PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework Developed by Mohammad Ibrahim Saleem, Cybersecurity Researcher, University of Houston PentestThinkingMCP is an AI-powered MCP (Model Context Protocol) server designed to automate and optimize penetration testing workflows. It plans complex, multi-stage attack paths using intelligent reasoning methods such as Beam Search and Monte Carlo Tree Search (MCTS)—enabling efficient, strategic, and adaptive exploitation in both real-world and CTF environments. 🚀 Core Features: AI-generated step-by-step attack recommendations Smart tool suggestions aligned with vulnerability context Critical path analysis to maximize impact with minimal noise Autonomous attack chain simulation with dynamic environment modeling This tool helps red teamers, researchers, and ethical hackers move beyond traditional one-off exploits to adopt a strategic, AI-assisted offensive mindset. |
| Deskaid | Read, write, and edit files seamlessly with this server. Enhance your file management capabilities by leveraging powerful MCP tools for both text and image files. Experience efficient file operations with optional parameters for customization. |
| Mutation Testing Manager | Run and manage mutation testing sessions on Python projects to improve test coverage. Analyze mutation testing results, identify surviving mutations, and receive suggestions for better test coverage. Automate and integrate mutation testing workflows seamlessly with other MCP tools. |
Sandbox
Stateless MCP Server
A list of stateless MCP servers supported in Klavis Sandbox that can be accessed directly without authentication