Discover Awesome MCP Servers

MCP Demo — GitHub Copilot + Your Database

An MCP server that enables AI assistants to query and interact with SQLite databases through natural language. It includes built-in security guardrails such as PII redaction, SQL injection blocking, and query rate limiting.

CodeWalker

An MCP server that indexes Python codebase structures to help AI assistants discover and reuse existing functions instead of duplicating code. It enables real-time searching of function metadata, duplicate detection, and structural analysis across multiple projects.

Feishu MCP Server

Enables AI assistants to directly read, write, and manage Feishu documents, spreadsheets, and multi-dimensional tables. It supports automated documentation tasks and rich text management, including Mermaid diagrams and image uploads.

Spire.XLS MCP Server

A robust solution that enables AI agents to create, read, modify, and convert Excel files through the Model Context Protocol without requiring Microsoft Office installation.

ddg--mcp5

A basic MCP server template with example tools including message echo and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports.

GitMCP

Một dịch vụ mã nguồn mở, miễn phí, chuyển đổi các dự án GitHub thành các điểm cuối MCP, cho phép các trợ lý AI truy cập và hiểu tài liệu dự án mà không cần bất kỳ thiết lập nào.

PromptFuzzer-MCP

Máy chủ MCP để sử dụng trình quét lỗ hổng Garak LLM

ChargeNow MCP Server

Máy chủ MCP để tìm các điểm sạc xe điện ChargeNow.

VidCap YouTube API MCP Server

Enables AI assistants to access YouTube video data including information retrieval, captions/transcripts, AI-powered summaries, screenshots, comments, and video search through the VidCap API.

Rework MCP Server

Enables AI agents to manage Rework projects, tasks, and workflows through a standardized protocol. It supports task creation, job tracking, user management, and custom field configuration using natural language.

Code Merge MCP

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) giúp các mô hình ngôn ngữ lớn xử lý kho lưu trữ mã bằng cách cung cấp khả năng tạo cây thư mục, hợp nhất mã và phân tích mã.

mcp-for-azure-devops-boards

MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

Replicate FLUX.1 Kontext Max MCP Server

Enables high-quality image generation with advanced text rendering and contextual understanding using FLUX.1 Kontext Max through the Replicate API. Supports text-to-image generation, image editing, multiple aspect ratios, and automatically downloads generated images locally.

propublica-mcp

A Model Context Protocol (MCP) server that provides access to ProPublica's Nonprofit Explorer API, enabling AI models to search and analyze nonprofit organizations' Form 990 data for CRM integration and prospect research.

MCP客户端应用

Ứng dụng di động kết nối với máy chủ MCP của Cloudflare

Brave Search MCP Server

Integrates Brave Search API to enable web, image, video, news, and local business searches with filtering options like result count and content freshness.

Easy Notion MCP

Markdown-first Notion MCP server — 26 tools, 92% fewer tokens, full round-trip fidelity

MCP-OpenLLM

Trình bao LangChain để tích hợp liền mạch các máy chủ MCP với các mô hình ngôn ngữ lớn mã nguồn mở khác nhau từ thư viện transformers.

Google Services MCP Server

Provides access to Google Sheets, Gmail, and Google Calendar through 13 tools that enable reading/writing spreadsheet data, managing emails, and creating/updating calendar events.

ICE Locator MCP Server

Enables searching for ICE detainee locations using AI-powered natural language queries, with support for bulk operations, multilingual searches, and legal report generation for families and legal representatives.

Branch Thinking

Một máy chủ MCP cho phép quản lý nhiều luồng suy nghĩ với các tính năng như điều hướng nhánh, tham chiếu chéo giữa các ý nghĩ liên quan và tạo ra những hiểu biết sâu sắc từ các điểm chính.

asterpay-mcp-server

MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics, and utilities accessible to AI agents via Model Context Protocol. 13 pay-per-call endpoints on Base network, $0.001 USDC each. EUR settlement for AI agent commerce.

WhatsApp Business MCP Server

Connects AI agents to the WhatsApp Business Cloud API, allowing them to send messages, manage templates, and retrieve account analytics. It facilitates automated customer interaction and marketing campaign management through the Model Context Protocol.

Strava MCP Server

Integrates with the Strava API to allow AI assistants to access fitness data including athlete profiles, activity history, and segment statistics. It enables users to query detailed performance metrics and explore geographic segment data through natural language commands.

MCP Demo

A demonstration Model Context Protocol server that includes a web-based interface for managing persistent configurations. It provides foundational tools for greeting, echoing input, and retrieving or updating server settings through MCP.

mcp-weather

Một ví dụ về MCP Server để AI Agent sử dụng, dùng để lấy thông tin dự báo thời tiết và cảnh báo cho các tiểu bang của Hoa Kỳ.

Roblox MCP

MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and lighting with Claude Code, Cursor, Codex, and Gemini.

Notion MCP Server

Enables AI assistants to search, create, and manage Notion workspace content including pages and databases. It supports advanced database querying, page updates, and content organization through natural language conversations.

CodeWeaver MCP Server

Converts entire codebases into a single, AI-readable Markdown document with structured directory trees and syntax highlighting. It enables AI assistants to analyze complete project contexts for tasks like code reviews, documentation, and refactoring.