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

Contoh server MCP untuk harga sekuritas, informasi historis, dll.

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

🚧 Java MCP server untuk Minecraft

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

Ini adalah server Protokol Konteks Model (MCP) yang dirancang untuk menyediakan akses ke API Congress.gov (v3) resmi menggunakan pendekatan hibrida.

MCP QuickJS Runner

Menyediakan eksekusi aman dari kode JavaScript arbitrer di dalam lingkungan QuickJS WASM yang di-sandbox, memungkinkan model bahasa atau klien MCP lainnya untuk menjalankan cuplikan kode JavaScript dengan aman tanpa membahayakan sistem host.

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

Server MCP untuk integrasi dengan Keitaro TDS API, menyediakan alat untuk bekerja dengan kampanye, aliran, penawaran, dan entitas Keitaro lainnya.

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

Analisis berkas server MCP menggunakan FastMCP. Server ini akan menyediakan alat untuk menganalisis berkas teks, termasuk hitungan kata, analisis frekuensi karakter, dan membaca konten berkas.

MCP Enabled PDF Reader

Model Context Protocol (MCP) server to read a single pdf document

Gemini Docs Server

Menyediakan akses dokumentasi terkurasi melalui Gemini API, memungkinkan pengguna untuk bertanya dan berinteraksi dengan dokumen teknis secara efektif dengan mengatasi keterbatasan konteks dan pencarian.

MCP SVG Converter

Server Protokol Konteks Model yang menyediakan alat untuk mengonversi kode SVG menjadi gambar PNG dan JPG berkualitas tinggi dengan opsi penyesuaian yang mendetail.