Discover Awesome MCP Servers

Mermaid Chart MCP

Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequence diagrams, etc.) as PNG/SVG images with local file saving and HTTP access URLs. Supports batch processing and intelligent caching for efficient diagram creation.

jcrawl4ai-mcp-server

jcrawl4ai-mcp-server

GoScry

GoScryはGoで書かれたサーバーアプリケーションで、制御システム（LLMやスクリプトなど）とウェブブラウザの橋渡し役として機能します。

Run Command MCP Server

Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

MCP Server Demo

A WebSocket-based Model Control Protocol (MCP) server that processes model requests and provides responses. Supports chat and text completion actions with a standardized JSON protocol for AI model communication.

BatchIt

複数のMCPツール呼び出しを1つのリクエストにまとめて、AIエージェントのトークン使用量とネットワークのオーバーヘッドを削減する、シンプルなアグリゲーターサーバー。

MCP Config

MCPサーバーの設定を管理するためのCLIツール

mcp-pandoc-ts: A Document Conversion MCP Server (TypeScript/Host Service Version)

ホスト上の pandoc をローカルの pandoc ホストサービスを使って、Docker 環境から制御できる MCP-Server

Academic MCP

Enables users to search, download, and read academic papers from multiple platforms including arXiv, PubMed, bioRxiv, Google Scholar, Semantic Scholar, and CrossRef through a unified interface.

Netmiko MCP Server

Enables interaction with Cisco network devices through SSH using Netmiko. Supports retrieving device status, interface details, configurations, and resource monitoring through natural language commands in Claude Desktop.

mcp-zeroentropy

MCP Server for ZeroEntropy collections, top documents and rerankers

MCP Manager

An enterprise-level MCP gateway and proxy that sits between an organization's MCP servers and clients. MCP Manager mitigates security threats, enables fine-grained permissions, enforces policies and guardrails, and generates comprehensive, end-to-end logs.

NanoKVM MCP Server

Enables AI assistants to remotely control Sipeed NanoKVM hardware for BIOS-level management of servers and headless machines. It provides tools for power control, keyboard and mouse emulation, screen capture, and ISO image mounting via the Model Context Protocol.

Trade Surveillance Support MCP Server

Automates trade surveillance support workflows by parsing inquiry emails, searching SQL configs and Java code using keyword-based metadata annotations, executing reports, and generating comprehensive responses.

Confluence MCP Server

Confluence API に、個人アクセストークンを使ってアクセスするためのモデルコンテキストプロトコルサーバー。これにより、ユーザはスペースリストの取得、ページの表示、新規ページの作成、既存コンテンツの更新が可能になります。

MCP Server Demo

A getting started guide and template for creating Python-based MCP servers using uv for project management. Provides setup instructions for developing and testing MCP tools that can integrate with Claude Desktop.

Mcp Server Kakao Map

kakao map mcp server

Public-Promo

A lightweight, database-free, configuration-free HTTP proxy server with built-in data sources, suitable for rapid development and testing.

MCP Server POC

A proof-of-concept MCP server demonstrating various capabilities including mathematical calculations, URL fetching, system information retrieval, data processing, and file operations.

Postgres Scout MCP

Enables AI assistants to safely explore, analyze, and maintain PostgreSQL databases with read-only mode by default, SQL injection prevention, query performance analysis, and optional write operations.

Frame0 MCP Server

Allows creating and modifying wireframes in Frame0 (a Balsamiq-alternative wireframe tool) by using natural language prompts, supporting operations like creating screens, editing elements, and managing pages.

Master Control Program (MCP) Backend

Provides API endpoints for a hotel management frontend and integrates with SmartThings API to control devices based on user preferences and room assignments.

WSLSnapit-MCP

Enables AI assistants to capture screenshots and read clipboard content from Windows applications while operating within a WSL environment. It supports monitor or window-specific targeting and features intelligent image optimization for efficient data transfer.

MCP-QA

An MCP server for the comprehensive analysis of Swagger 2.0 and OpenAPI 3.x contracts. It allows users to extract detailed information about endpoints, request/response schemas, parameters, and security configurations from API documentation.

MCP Log Reader

複数のプラットフォームにまたがるログファイルにClaudeが直接アクセスできるようにすることで、Model Context Protocolのログを分析およびデバッグするのに役立つ、特殊なMCPサーバー。

MCP Debugger

Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using real debuggers with breakpoints, stepping, variable inspection, and stack trace navigation through the Debug Adapter Protocol.

Joplin MCP Server

AIアシスタントが、Model Context Protocolを通じてJoplinノートにアクセスし操作できるようにするサーバー。自然言語を使ってノートの検索、読み込み、編集、管理が可能になります。

TianGong-LCA-MCP Server

TianGongライフサイクルアセスメント（LCA）アプリケーション向けの、STDIOとSSE両方のプロトコルをサポートするモデルコンテキストプロトコルサーバー。