Discover Awesome MCP Servers

MCP Atlassian

An MCP server that integrates with Jira and Confluence to enable AI-powered issue management, content search, and document creation. It supports both Cloud and on-premise deployments, allowing users to automate workspace tasks through natural language.

SSL Monitor MCP Server

Enables monitoring of domain registration information via WHOIS lookup and SSL certificate validity checking. Provides domain expiration dates, registrar details, certificate validity periods, and issuer information for website security monitoring.

Academic MCP

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

Google Sheets MCP

An MCP server that enables AI agents to read, create, and modify Google Spreadsheets through actions like editing cells and managing sheets. It features a specialized handoff protocol to synchronize tasks and state between different LLMs using a shared spreadsheet log.

AppTweak MCP Server

Empowers users to search and analyze mobile apps via the AppTweak API, providing insights into app store data, reviews, ratings, and keyword performance on iOS and Android platforms.

SD Elements MCP Server

A Model Context Protocol server that provides SD Elements API integration, enabling LLMs to interact with SD Elements security development lifecycle platform.

Mermaid Grammar Inspector

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

Node.js Sandbox MCP Server

Enables running arbitrary JavaScript code in isolated Docker containers with on-the-fly npm dependency installation, supporting both ephemeral one-shot executions and persistent sandbox environments.

Biomarker-Ranges

Based on the Morgan Levine PhenoAge clock model, the service calculates biological age through blood biomarkers.

Remote MCP Server on Cloudflare

A serverless implementation for deploying Model Context Protocol servers on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

ibge-br-mcp

This server provides access to IBGE's public APIs, enabling AI assistants to query geographic, demographic, and statistical data from Brazil.

Godot MCP Unified

Enables complete natural language control of Godot Engine 4.5+ with 76 tools for managing scripts, scenes, nodes, animations, physics, tilemaps, audio, shaders, navigation, particles, UI, lighting, assets, and exports. Integrates with Claude Desktop, VS Code, and Ollama for AI-assisted game development.

MCP Registry Server

Enables searching and retrieving detailed information about MCP servers from the official MCP registry. Provides tools to list servers with filtering options and get comprehensive details about specific servers.

MCP Gemini API Server

Một máy chủ cung cấp quyền truy cập vào các khả năng của Google Gemini AI, bao gồm tạo văn bản, phân tích hình ảnh, phân tích video YouTube và chức năng tìm kiếm trên web thông qua giao thức MCP.

BossZhipin MCP Server

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

Simple MCP Server

示例，用极简代码，演示如何构建MCP Server。

MCP LinkedIn

An MCP server that enables users to interact with LinkedIn feeds and search for job listings through natural language. It provides tools for retrieving recent feed posts and searching for professional opportunities based on specific keywords and locations.

Fermat MCP

A FastMCP server for mathematical computations, including numerical and symbolic calculations with NumPy and SymPy integration, as well as data visualization through Matplotlib.

LocalFS MCP Server

Provides sandboxed access to local filesystem operations including directory and file management, content search with glob and regex patterns, and binary file support with configurable safety limits.

UML-MCP: A Diagram Generation Server with MCP Interface

UML-MCP Server là một công cụ tạo sơ đồ UML dựa trên MCP (Model Context Protocol), có thể giúp người dùng tạo ra nhiều loại sơ đồ UML khác nhau thông qua mô tả bằng ngôn ngữ tự nhiên hoặc viết trực tiếp bằng PlantUML, Mermaid và Kroki.

Multi-Tenant PostgreSQL MCP Server

Enables read-only access to PostgreSQL databases with multi-tenant support, allowing users to query data, explore schemas, inspect table structures, and view function definitions across different tenant schemas safely.

Security Scanner MCP Server

Enables comprehensive security scanning of code repositories to detect secrets, vulnerabilities, dependency issues, and configuration problems. Provides real-time security checks and best practice recommendations to help developers identify and prevent security issues.

Java Testing Agent

Automates Java Maven testing workflows with decision table-based test generation, security vulnerability scanning, JaCoCo coverage analysis, and Git automation.

Social Media Analytics

Social media analytics toolkit that analyzes profiles, scores engagement, detects trending topics, researches hashtags, generates content calendars, and benchmarks against competitors. 6 tools across all major platforms.

Redis MCP Server

Máy chủ Redis MCP - Triển khai bằng Python với Docker

SharePoint Excel Services MCP Server by CData

SharePoint Excel Services MCP Server by CData

Caboose MCP

A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—including Slack, Docker, and calendar management—to Claude and VS Code. It features a Go-based MCP server integrated with a custom VS Code extension and n8n workflow automation for streamlined personal productivity.