Discover Awesome MCP Servers

Vtiger CRM MCP Server

A Model Context Protocol server that provides tools for interacting with Vtiger CRM through its REST API.

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

Terminal-based Chat Client with MCP Server Integration

MCP クライアントとサーバーの実験

Claude Debugs for You

Claude (または他のLLM) がインタラクティブにあなたのコードをデバッグできるようにします (ブレークポイントを設定し、スタックフレーム内の式を評価します)。 これは言語に依存しません。デバッガーコンソールのサポートと、VSCode でのデバッグのための有効な launch.json があることを前提としています。

Benchmark MCP Server

An industry benchmarking tool that enables users to compare company metrics like revenue and profit against industry averages using interactive visual charts. It supports both Claude and ChatGPT across multiple transport protocols including SSE and Streamable HTTP.

justdopeshop

カーソルとGitHub MCPサーバーを使用する

GitHub Style Markdown Preview MCP App

Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application. It provides a tool to render and visualize Markdown content using authentic GitHub styling and CSS.

Prompt-Optimizer-MCP-for-LLMs

A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.

Confluence MCP Server

FastMCPベースのサーバーで、ConfluenceのREST APIとのシームレスな統合を提供し、Confluenceのスペース、ページ、コンテンツ検索機能へのプログラム的なアクセスを可能にします。

OpenAlex MCP Server

OpenAlex API に接続する MCP (Model Context Protocol) サーバー。

Hello Golang MCP

最小限の Golang MCP サーバー実装 (mcp-go 使用)。

Apifox MCP Pro

Provides basic diagnostic and information tools for Apifox API management platform, including token validation, project access checks, and explanations of API limitations due to Apifox's restricted Open API.

Agent Communication MCP Server

Enables AI agents to communicate with each other through Slack-like room-based channels with messaging, mentions, presence management, and long-polling for real-time collaboration.

LINE Bot MCP Server

LINE Messaging APIを統合し、AIエージェントをLINE公式アカウントに接続するMCPサーバー

MCP Vulnerability Checker Server

A Model Context Protocol server providing security vulnerability intelligence tools including CVE lookup, EPSS scoring, CVSS calculation, exploit detection, and Python package vulnerability checking.

pure.md MCP server

Cursor、Windsurf、Claude DesktopのようなAIクライアントが、ウェブコンテンツにMarkdown形式でアクセスできるようにするMCPサーバー。ウェブのブロック解除や検索機能を提供する。

Weather MCP Server

Enables real-time weather queries for cities worldwide using Open-Meteo API. Provides 7-day forecasts with detailed information including temperature, wind, humidity, precipitation, and comfort level assessments in both Chinese and English.

NetCDF Explorer MCP Server

Enables exploration and analysis of NetCDF scientific data files through intuitive APIs. Supports file discovery, metadata inspection, data extraction with slicing, smart sampling for large datasets, and time series analysis.

Time MCP Server

Provides time and timezone functionality for LLMs, enabling them to get current time information across different timezones and convert times between zones.

Zaim API MCP Server

Enables users to manage their Zaim household account data through OAuth 1.0a authentication. It provides 14 tools to retrieve, create, update, and delete financial records and master data like categories and accounts.

MCP Browser Server

A Model Context Protocol server that enables AI assistants to interact with web browsers through Playwright, providing automation capabilities for navigation, interaction, and screenshots.

RooCode-RAG-Lookup

Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.

Volatility3 MCP Server

Claude DesktopのようなLLMをVolatility3フォレンジックフレームワークと接続し、ユーザーが自然言語での会話を通じて、メモリダンプの分析、マルウェアの検出、およびメモリフォレンジックタスクを実行できるようにします。

MCP-Community

MCPサーバーのオープンソースコミュニティ

Playwright MCP

Enables browser automation through Playwright using accessibility tree snapshots instead of screenshots. Supports web scraping, form interactions, testing, and connecting to existing browser sessions with logged-in accounts.

Jira MCP Server

AIアシスタントがJiraと連携し、チケットの取得、コメントの追加、チケットステータスの更新などの操作を可能にする、シンプルなモデルコンテキストプロトコルサーバー。

Project Synapse

An MCP server that transforms text into knowledge graphs and autonomously generates insights by combining Montague Grammar with Zettelkasten methodology.

Claude Code Memory Server

Provides persistent memory capabilities for Claude Code using Neo4j graph database to track development tasks, code patterns, solutions, and their relationships across sessions and projects, enabling contextual assistance and pattern recognition.

Fal.ai MCP Server

Enables seamless integration with Fal.ai's 600+ image generation models including Flux and Stable Diffusion. Supports real-time streaming, workflow execution, and unified access to AI image generation through natural language.

GitHub MCP Server

ClaudeのようなAIアシスタントがGitHubのリポジトリ、Issue、プルリクエストとやり取りできるようにする、モデルコンテキストプロトコルサーバー。