Discover Awesome MCP Servers

MCP Auth Server

A Model Context Protocol (MCP) server with HTTP transport that implements JWT authentication, allowing secure tool execution and prompt handling with role-based access control.

mcp-server

MCPサーバー (MCP sābā)

MCP Operator

AIアシスタントがChromeを制御するためのウェブブラウザ自動化サーバー。永続的な状態管理により、非同期のブラウザ操作を通じて複雑なブラウジングタスクを可能にする。

GitLab MCP Server

A comprehensive integration providing over 46 tools for managing GitLab projects, issues, merge requests, and CI/CD workflows through natural language. It supports repository operations like local cloning and batch actions across groups via stdio, SSE, or HTTP transports.

Browser CTL MCP Server

Anthropic based MCP server built on Python Playwright , enable AI agents to control web browsers.

MCP Prompt Enhancer

Intelligently analyzes codebases to enhance LLM prompts with relevant context, featuring adaptive context management and task detection to produce higher quality AI responses.

MySQL Database Access

MySQLデータベースへの読み取り専用アクセスを提供するMCPサーバー。

Claude RAG MCP Pipeline

Enables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.

Lumenore Analytics MCP Server

Provides AI assistants with access to Lumenore's analytics capabilities, enabling natural language queries for data insights, advanced analytics (trends, predictions, correlations, outliers), and real-time data processing with zero persistent storage.

MCP Market Statistics Server

Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.

Domestique

Integrates with Intervals.icu, Whoop, and TrainerRoad to provide unified access to fitness data, including completed workouts, recovery metrics, planned training, and performance trends across all sports.

WordPress MCP Integration

このMCPサーバーでは、WordPressとのインタラクションを自動化できます。

LSD MCP Server

An MCP server that connects language models to the LSD database, enabling web data extraction, research capabilities, and custom 'trips' for extending functionality through the internetdata SDK.

Adaptive Graph of Thoughts MCP Server

A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.

RustFS File Management MCP Server

Enables AI to upload local files to RustFS storage service and download files from HTTP/HTTPS URLs to local paths. Built with FastMCP and RustFS SDK for seamless file operations through natural language.

Google Drive MCP Server

Enables comprehensive Google Drive operations including file management, content retrieval, permission handling, commenting, and collaboration through the Model Context Protocol.

Delegation MCP

Intelligent routing layer that analyzes tasks and guides your AI agent to delegate work to specialized tools (Gemini, Aider, Copilot) using rule-based and capability-based routing.

Qdrant MCP Server

RAGのためのModel Context Protocol (MCP) サーバー実装

Google Maps MCP Server

Provides access to Google Maps API functionality including geocoding, place search, direction routing, and distance calculations through a structured MCP interface.

Calculator MCP Server

Provides basic mathematical calculation functionality through MCP tools including arithmetic operations, exponentiation, and square root calculations. Features proper error handling for edge cases like division by zero and negative square roots.

MCP Invoice

請求書と領収書の処理を行うPython MCPサーバー。OCR技術を使用してPDFや画像からデータを抽出し、AIアシスタントが請求書ドキュメントの処理、テキスト抽出、および結合を行えるようにします。

Adyen Checkout Utility Service MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.

ChuangSi AI Model Content Protection

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

Obsidian Knowledge Management MCP Server

Enables LLMs to read, search, and manage Obsidian vault markdown files, including YAML frontmatter, wikilinks, and graph operations through a secure stateless I/O layer.

Confluence MCP Server

Confluenceドキュメントシステムからコンテンツを検索および取得できるMCPサーバー。ドキュメント検索とページ全体のコンテンツ取得の両方の機能を提供します。

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, allowing users to deploy services, manage environment variables, monitor deployments, and configure projects directly from MCP clients like Claude.

jimeng4-mcp

An MCP server providing multi-modal generation tools based on Volcengine's Jimeng AI, supporting high-quality 4K image creation, intelligent image editing, and video generation. It enables users to perform complex visual tasks directly within clients like Cursor and Claude Desktop.

Baseline MCP Server

Web Platform API を使用してベースラインステータスをチェックする MCP サーバー

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).