Discover Awesome MCP Servers

Docker MCP Server

Enables secure execution of shell commands and file operations within isolated Docker containers. Provides process management, interactive input handling, and comprehensive file system operations for containerized development environments.

MCP Math Server

Provides basic mathematical operations including arithmetic, square root, and number theory functions like GCD and LCM. Built with TypeScript and includes proper error handling for edge cases like division by zero.

estudIA-MCP

RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for vector storage, enabling semantic search and document similarity matching through natural language queries.

Securities prices MCP server sample

证券价格、历史信息等的示例 MCP 服务器。

Thunder Client License Manager MCP Server

Provides tools for managing Thunder Client licenses through their API, enabling users to add, retrieve, and remove licenses with simple commands.

Nagoya Bus MCP

Provides access to Nagoya bus system information and schedules. Enables users to query bus routes, stops, and real-time transit data for Nagoya's public transportation network.

Azure Usage MCP Server

Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.

MCP Jira

Enables AI assistants to interact with Jira Cloud and Server/Data Center deployments for issue management, project tracking, and workflow automation. Supports multiple authentication methods including API tokens, OAuth 2.0, and personal access tokens.

Xray MCP Server

Enables vulnerability scanning of web applications using the xray security scanner. Provides URL scanning capabilities with configurable crawlers, plugins, and POCs to detect security vulnerabilities through natural language interactions.

Dice Roller MCP Server

Provides comprehensive dice rolling functionality for tabletop games and RPGs, supporting standard dice notation, D\&D ability score generation, advantage/disadvantage rolls, and skill checks against difficulty classes.

Reddit MCP Server

Enables comprehensive Reddit interaction including fetching posts, analyzing users and subreddits, searching content, and creating posts/comments. Supports both read-only mode with client credentials and full functionality with user authentication.

mcp-comexstat

mcp-comexstat

Sumanshu Arora

MCP aggregator with many existing NCP templates and allows running external MCP servers too

mc-mcp-server

🚧 Minecraft Java 版 MCP 服务器

Worksona MCP Server

Integrates 100+ specialized AI agents with Claude Desktop, providing automated agent discovery, multi-agent coordination, and ready-to-use task templates for complex development and business workflows. Enables users to leverage enterprise-level AI capabilities through actionable resources and intelligent agent matching.

Congress.gov API MCP Server

这是一个模型上下文协议 (MCP) 服务器，旨在通过混合方法提供对官方 Congress.gov API (v3) 的访问。

MCP QuickJS Runner

在沙盒化的 QuickJS WASM 环境中安全地执行任意 JavaScript 代码，允许语言模型或其他 MCP 客户端安全地运行 JavaScript 代码片段，而不会危及主机系统。

Trade Me MCP Server

Enables AI assistants to interact with New Zealand's largest online marketplace through the Trade Me API. Supports searching listings, managing watchlists, placing bids, making purchases, and accessing marketplace data across all Trade Me categories.

Clipboard MCP Server

Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consuming large amounts of context tokens.

Streamable HTTP MCP Server

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

ReviewMCP

Enables automatic validation and correction of Re:VIEW manuscript files by checking for unauthorized tags, fixing duplicate/empty IDs, and running fast lint checks to prevent common errors during writing.

Keitaro TDS API MCP Plugin

用于与 Keitaro TDS API 集成的 MCP 服务器，提供用于处理广告活动、流量路径、优惠和其他 Keitaro 实体的工具。

Linear Issues MCP Server

An MCP server providing read-only access to Linear issues for language models, allowing them to fetch issue details and comments using a Linear API token.

Tavily MCP Load Balancer

A multi-API key load balancing MCP server for Tavily that automatically rotates between multiple API keys to provide high availability and increased request limits.

File_analysis_mcp

使用 FastMCP 的文件分析 MCP 服务器。该服务器将提供分析文本文件的工具，包括字数统计、字符频率分析和读取文件内容。

MCP Enabled PDF Reader

模型上下文协议 (MCP) 服务器读取单个 PDF 文档

Gemini Docs Server

通过 Gemini API 提供精选的文档访问，使用户能够有效地查询和交互技术文档，从而克服上下文和搜索限制。

MCP SVG Converter

一个模型上下文协议服务器，提供将 SVG 代码转换为高质量 PNG 和 JPG 图像的工具，并具有详细的自定义选项。