Discover Awesome MCP Servers

Celigo MCP Server

Enables interaction with Celigo integrator.io API to manage integrations, flows, connections, and data operations. Supports integration lifecycle management, flow execution, and connection configuration through natural language commands.

Flux Cloudflare MCP

Một máy chủ MCP cho phép các trợ lý AI tạo hình ảnh bằng mô hình Flux của Black Forest Labs thông qua Cloudflare Workers.

MCP Trader

Enables advanced technical and fundamental analysis of financial markets including stocks and cryptocurrencies. Provides trading opportunity screening, risk management tools, sentiment analysis from financial news, and comprehensive market indicators like RSI, MACD, and Bollinger Bands.

Emlog MCP Server

Enables AI assistants to interact with Emlog blog systems through a standardized Model Context Protocol interface, supporting content management operations like creating/updating articles, managing comments, uploading files, and accessing blog resources.

DSers MCP product

Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. 7 tools for bulk import, variant editing, pricing rules, and multi-store push.

Spreadsheet Remote MCP Server

Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, supporting reading, writing, and creating spreadsheets via a remote MCP server using SSE.

Mermaid MCP Server

Enables agents to search official Mermaid diagram syntax documentation and validate Mermaid diagram code before presenting it to users, ensuring syntactically correct flowcharts, sequence diagrams, class diagrams, and other Mermaid visualizations.

KMA Weather MCP Server

Connects to the Korea Meteorological Administration (KMA) Open API to provide short-term and ultra-short-term weather forecasts for South Korea. It enables users to query current weather conditions and future forecasts based on latitude and longitude.

Atlassian MCP Server

Cung cấp tích hợp với các sản phẩm Atlassian thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cho phép người dùng tương tác với các ticket JIRA và trang Confluence.

PubMed MCP Server

A comprehensive Model Context Protocol server that enables advanced PubMed literature search, citation formatting, and research analysis through natural language interactions.

Starwind UI MCP Server

Một máy chủ TypeScript giúp tăng cường khả năng của các trợ lý AI khi làm việc với các thành phần Starwind UI, cung cấp các công cụ để khởi tạo dự án, cài đặt thành phần, truy cập tài liệu và hơn thế nữa.

RulesetMCP

Provides AI agents with queryable, version-controlled project rules and coding standards. Enables validation, rule-based guidance, and task summaries to keep AI work aligned with your project's conventions without repeating context.

Continuum

Automatically extracts architectural decisions, patterns, and insights from Git commits to build a local, structured project memory. It exposes this living context to AI tools via MCP, allowing them to understand the historical reasoning and evolution behind your codebase.

BuildBetter

AI for product teams. Connect all your company and customer knowledge to all of your other tools via BuildBetter's MCP.

kube-MCP

A Model Context Protocol server for Kubernetes that provides full resource coverage and advanced troubleshooting tools via HTTP chunked streaming. It enables users to manage clusters and diagnose complex issues like pod crashloops through specialized prompts and standard kubectl-like operations.

gsc-mcp

MCP server for Google Search Console, URL Inspection & Indexing API — search analytics, sitemap management, and batch indexing

Snowflake Cortex AI MCP Server

Integrates Snowflake Cortex AI features like Cortex Search and Analyst into the MCP ecosystem, enabling retrieval-augmented generation and structured data analysis. It also provides tools for chat completions and agentic orchestration using Snowflake-hosted large language models.

FastMCP Google Docs Manager

Enables interaction with Google Docs through a FastMCP server, allowing users to list, read, and create documents. It leverages the Google Docs and Drive APIs to provide seamless document management via Gemini-CLI.

MCP Servers Hub

Khám phá bộ sưu tập máy chủ MCP toàn diện và cập nhật nhất trên thị trường. Kho lưu trữ này đóng vai trò là một trung tâm tập trung, cung cấp danh mục mở rộng các máy chủ MCP mã nguồn mở và độc quyền, hoàn chỉnh với các tính năng, liên kết tài liệu và người đóng góp.

MCP Atlassian

An MCP server that enables AI assistants to interact with Atlassian Jira and Confluence across Cloud and Server/Data Center environments. It supports tasks like searching and summarizing documentation, managing Jira issues, and creating content through natural language.

Eureka Labo MCP Server

Enables task management and automated development tracking for Eureka Labo projects with git integration. Supports creating, updating, and tracking tasks while automatically capturing code changes and generating detailed development logs with syntax highlighting.

Windows MCP Server

An enterprise-grade automation server that enables AI assistants to control Windows PCs through intelligent UI element detection, window management, and system-level commands. It leverages the Windows UI Automation tree for reliable interaction, providing tools for mouse/keyboard control, application management, and high-performance screen state analysis.

Harmonic MCP Server

Provides tools to interact with the Harmonic AI API for company and person enrichment, specifically focusing on venture capital deal flow. It enables users to search for companies using natural language, find similar businesses, and retrieve detailed information on organizations and individuals.

AIStor MCP server

Mirror of

MindMesh MCP Server

Claude 3.7 Swarm với Field Coherence: Một máy chủ Giao thức Bối cảnh Mô hình (MCP) điều phối nhiều phiên bản Claude 3.7 Sonnet chuyên biệt trong một bầy đàn lấy cảm hứng từ lượng tử. Nó tạo ra hiệu ứng coherence trường trên các chuyên gia về nhận dạng mẫu, lý thuyết thông tin và lập luận để tạo ra các phản hồi mạch lạc tối ưu từ trí tuệ tập thể.

Hello MCP Server

A simple demonstration MCP server that responds with "4" when greeted with "hello". Serves as a basic example for understanding MCP server implementation.

Gospel Library MCP

Enables access to LDS Gospel Library content and scriptures through the Model Context Protocol. Provides tools for searching and retrieving religious texts and study materials from the Church of Jesus Christ of Latter-day Saints.

QuantPlay MCP Server

Provides access to the QuantPlay trading API for managing broker accounts, tracking positions, and analyzing holdings. It enables users to interact with their trading data through MCP-compatible clients like Claude Desktop.