Discover Awesome MCP Servers

Test FastMCP

A basic MCP server built with the FastMCP framework that provides fundamental mathematical operations like addition, subtraction, multiplication, and division. It serves as a demonstration for integrating math-based tools into MCP-compatible environments like Cursor IDE.

Calculator MCP Server

A Python-based MCP server that provides a suite of basic arithmetic tools, including addition, square roots, and percentage calculations, for AI assistants. It enables models to perform precise mathematical operations through the Model Context Protocol.

DocketBird MCP Server

Enables searching and downloading court documents, listing cases, and retrieving case details via the DocketBird API. It supports secure OAuth 2.0 authentication for remote access and a standard local mode for personal use.

Crypto MCP Server

Provides real-time and historical cryptocurrency market data using ccxt, enabling users to fetch live prices, historical candlestick data, and stream real-time ticker updates across multiple exchanges.

Jira Weekly Reporter MCP Server

Connects to Jira instances to generate weekly reports based on issue activity, supporting custom JQL queries and optional LLM summarization.

Google Ads MCP Server

Enables interaction with Google Ads through secure OAuth authentication to discover keyword ideas, analyze historical search metrics, and generate forecasts for advertising campaigns. Built as a Next.js application with encrypted credential storage and rate limiting.

MCP Shamash

Enables security auditing, penetration testing, and compliance validation with tools like Semgrep, Trivy, Gitleaks, and OWASP ZAP. Features strict project boundary enforcement and supports OWASP, CIS, and NIST compliance frameworks.

OP.GG Esports MCP Server

OP.GG Esports MCP 服务器 (OP.GG Esports MCP fúwùqì)

Website

具有人工智能的对抗模拟和红队平台 (Jùyǒu réngōng zhìnéng de duìkàng mónǐ hé hóng duì píngtái)

MCP Server

我个人用于工作的 MCP 服务器

CS2 RCON MCP Server

A Model Context Protocol server that allows management of Counter-Strike 2 game servers via RCON commands using natural language.

Awesome MCP FastAPI

一个生产就绪的 MCP 服务器，使用 FastAPI 构建，为创建、管理和记录大型语言模型 (LLM) 的 AI 工具提供了一个增强的工具注册表。

SNOTEL MCP Server

Provides access to real-time and historical snow conditions, weather data, and snowpack analysis from over 800 SNOTEL stations across the western United States through the USDA Air and Water Database API.

GitHub Workflow Debugger

一个实用工具，通过分析运行日志、识别常见失败模式，并通过结构化的决策树提供具体的修复建议，来帮助诊断和修复 GitHub Actions 工作流失败的问题。

Code Search MCP Server

High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

Cursor DB MCP Server

Enables querying, searching, and analyzing Cursor IDE conversation history from SQLite workspaceStorage databases. Supports exporting chat data in multiple formats and provides workspace utilities for managing conversation data across projects.

MCP Server

Model Context Protocol server that enables API test automation across various AI hosts (Claude, OpenAI, custom) using Postman Collections.

Global MCP Stock Server

通过模型上下文协议（MCP）服务器为 AI 助手提供对全球股票市场数据的实时访问，包括当前价格、历史图表和公司财务信息。

🚀 MCP Server for Autonomous Development Agents

🚀 MCP服务器：一个使人工智能能够作为自主开发者的平台。从概念构思到最终测试，实现整个软件开发过程的自动化。#自主开发 #人工智能 #创新 #软件工程 #未来开发

University Rankings MCP Server

Enables querying and analysis of Chinese university discipline assessments, including searching universities and disciplines, filtering by evaluation grades, browsing by province, and generating rankings based on various metrics.

Puppeteer Swarm MCP

Enables browser automation with concurrent tab pool management using Puppeteer. Supports navigation, content extraction, screenshots, element interaction, and JavaScript execution across multiple browser tabs with auto-recovery and idle timeout features.

Croft

所有 Laravel 项目的 MCP 服务器 - 更好的 AI 结对编程，即将推出...

Erick Wendel Contributions

一个模型上下文协议服务器，它使 AI 代理能够使用自然语言查询 Erick Wendel 在不同平台上发布的演讲、博客文章和视频。

GearTrade MCP Server

Enables AI assistants to perform cryptocurrency trading analysis and execution with 38+ tools including real-time market data, technical indicators, risk management, and support for both paper trading and live execution on Hyperliquid.

mcp-server-quint

Integrates the Quint formal specification language into LLM workflows for accessible formal verification. It provides tools for type-checking, random simulation, exhaustive model checking, and syntax documentation.

Supabase Management API MCP Server

Enables AI assistants to interact with Supabase projects programmatically, including listing projects, creating new projects, managing SQL snippets, and OAuth authorization through the Supabase Management API.

MJML MCP Server

Enables creation and management of professional email templates using MJML markup language. Provides compilation to responsive HTML, template generation, validation, and component documentation for building email campaigns.

LeetCode MCP Server

A Model Context Protocol server that provides integration with LeetCode APIs, enabling automated interaction with programming problems, contests, solutions, and user data across both leetcode.com and leetcode.cn platforms.