Discover Awesome MCP Servers

W3 Ledger MCP Server

Primary purpose is to maintain a self verifying ledger that requires no consesus. Additional features include support for evm compatible and other block chains.

🚢 TitanicAIAnalysis: Análisis de Datos con Claude y MCP

Máy chủ MCP để phân tích dữ liệu trên bộ dữ liệu Titanic

mrc-data

The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.

docuseal-mcp-server

Enables interaction with DocuSeal instances to manage document templates, create signature requests, and track submission statuses. It provides tools for uploading PDFs, managing submitters, and downloading signed documents via the DocuSeal API.

MetaTrader MCP Server

Giao thức Ngữ cảnh Mô hình (MCP) để cho phép các Mô hình Ngôn ngữ Lớn (LLM) AI giao dịch bằng nền tảng MetaTrader.

MCP Server Basic Example

A foundational Model Context Protocol server demonstrating core functionality through basic arithmetic tools and personalized greeting resources. It serves as a template for developers learning to build and deploy MCP-enabled AI applications.

Paper Distill MCP Server

An academic research tool that enables users to search across nine major paper sources, rank results with AI-driven criteria, and automate paper notifications to multiple platforms. It streamlines literature management through integrated support for Zotero, Obsidian, and personal library website generation.

NPM MCP Server

Gương của

MCP Server Template

Một template khởi đầu để xây dựng các máy chủ Model Context Protocol (Giao thức Ngữ cảnh Mô hình) có thể tích hợp với Cursor hoặc Claude Desktop, cho phép các nhà phát triển tạo ra các công cụ và tiện ích mở rộng tùy chỉnh cho các trợ lý AI.

qualixar/superlocalmemory

Persistent AI memory MCP server with 4-channel retrieval (semantic, BM25, entity graph, temporal). 74.8% on LoCoMo benchmark with zero cloud dependency. Works with Claude, Cursor, VS Code Copilot, and 17+ AI tools. EU AI Act compliant. MIT license.

nox-mcp

An MCP server that enables AI assistants to discover and execute Nox sessions for project automation tasks like testing, linting, and building. It provides tools to list available sessions and run them using specific Python versions, tags, or keyword expressions.

MCP Think Tool Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cung cấp cho Claude một không gian chuyên dụng để tư duy có cấu trúc trong các tác vụ giải quyết vấn đề phức tạp, giúp cải thiện khả năng suy luận của nó.

AI Agent Marketplace Index Search

Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.

Baidu Cloud AI Content Safety MCP Server

A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.

News Feed MCP

Enables users to access up-to-date news through RSS feeds and read full article content. It provides a Model Context Protocol interface for fetching and interacting with news from various platforms.

🔍 🤖 🌐 Ollama Chat with MCP

Ứng dụng này minh họa việc sử dụng máy chủ và máy khách MCP trong một cuộc trò chuyện mô hình cục bộ thông qua Ollama, kết hợp tìm kiếm trên web thông qua Serper.

🧠 MCP Server: Local AI Tooling with Python

Một máy chủ MCP đọc một tệp CSV.

Just Prompt

Một máy chủ MCP (Model Control Plane - Mặt phẳng Điều khiển Mô hình) gọn nhẹ, cung cấp một giao diện thống nhất cho nhiều nhà cung cấp LLM (Large Language Model - Mô hình Ngôn ngữ Lớn) khác nhau, bao gồm OpenAI, Anthropic, Google Gemini, Groq, DeepSeek và Ollama.

spa-reader-mcp

An MCP server that renders JavaScript-heavy Single Page Applications using Playwright to extract clean, LLM-ready Markdown and capture screenshots. It features a singleton browser architecture for high performance and includes built-in SSRF protection for secure web content retrieval.

MCP Workspace Server

Provides secure, sandboxed file system access for AI assistants to read, write, and manage project files with controlled command execution capabilities, all confined to a designated workspace directory.

Bilibili Mcp Server Unofficial(video Subtitles And Comments)

✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

Oura MCP Server

Provides access to Oura Ring health data including sleep, readiness, and resilience metrics through the Oura API, enabling language models to query and analyze personal health information.

vtimestamp-mcp

Enables AI agents to verify document timestamps and list all recorded proofs on the Verus blockchain using a VerusID. It queries public Verus RPC endpoints to facilitate hash verification without requiring API keys or authentication.

TBC Guidelines Automation System

Provides real-time TBC Bank development standards compliance checking and code review tools. Integrates with GitHub Copilot and development workflows to automatically enforce coding guidelines and reduce violations.

Gym Coach MCP Server

Connects to a Gym Tracker Supabase database to provide LLMs with access to personal workout history, routines, and training progress. It enables users to analyze fitness performance, track personal records, and receive personalized coaching advice through natural language.

Web Search

Cho phép tìm kiếm web miễn phí bằng cách sử dụng kết quả tìm kiếm của Google mà không cần khóa API, trả về kết quả có cấu trúc với tiêu đề, URL và mô tả.

Gemini MCP Server

Enables interaction with Google's Gemini AI models including file uploads, conversation management, and batch API processing for large-scale tasks at reduced costs. Supports multiple Gemini models with advanced features like embeddings generation and automated workflow processing.

Hostinger Ecommerce MCP

Enables interaction with the Hostinger Ecommerce API to retrieve product information and update product descriptions through the Model Context Protocol.