Discover Awesome MCP Servers

Figma i18n MCP Server

Extracts text nodes from Figma designs and organizes them into structured JSON for internationalization workflows. It enables users to pull content from specific frames or entire files to automatically generate translation keys.

focus_mcp_data

DataFocusのインテリジェントデータクエリプラグインは、複数ラウンドの会話をサポートし、プラグアンドプレイのChatBI機能を提供します。

MCP Director

An intelligent orchestration server that routes user requests to appropriate specialized MCP servers and manages complex workflows.

Swagger MCP

Swagger仕様に接続し、AIがそのサービスに必要なモデルをすべて構築してMCPサーバーを生成するのを支援するMCPサーバー。

PDF MCP Server

Enables LLMs to read and extract content from PDF files with high-fidelity LaTeX recognition and layout awareness using a Python-based extraction engine. It includes a robust Node.js fallback and supports page range filtering for efficient processing of large documents.

PDF Reader MCP Server (@shtse8/pdf-reader-mcp)

Node.js/TypeScript で構築された MCP サーバー。AI エージェントが PDF ファイル (ローカルまたは URL) を安全に読み込み、テキスト、メタデータ、またはページ数を抽出できます。pdf-parse を使用。

Sequential Thinking MCP Server

Enables AI assistants to work through complex problems step-by-step with dynamic thought processes, allowing for revision of previous steps, exploration of alternative approaches, and flexible planning as understanding deepens.

WebSearch MCP Server

A server that enables web searches using different providers (currently Bing) and converts URL content to Markdown, with support for retrieving WeChat official account articles.

YARR Media Stack MCP Server

包括的なモデルコンテキストプロトコルサーバー。LLMと自社ホストのメディアサービスを橋渡しし、従来のAPIアクセスを維持しながら、テレビ番組、映画、ダウンロード、通知を自然言語で制御できるようにします。

MCP Server Streamable

A demonstration MCP server that runs over HTTP with streamable transport, providing a simple greeting tool for testing MCP client-server communication. Built with FastMCP framework for educational purposes in learning MCP server development.

AI Consultant MCP Server

Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) through OpenRouter with intelligent auto-selection, conversation history, and caching. Allows your AI assistant to seek expert opinions from specialized models for different tasks like coding, analysis, or general questions.

bonk-mcp MCP Server

Implements Solana blockchain functionality for the LetsBonk launchpad, enabling users to launch and trade tokens on letsbonk.fun.

MySQL MCP Server

A Model Context Protocol server that provides secure, multi-database MySQL access with configurable security levels, enabling SQL queries across multiple databases directly from VS Code.

mcp-for-apache-ofbiz

A proof of concept MCP server for Apache OFBiz

LocalDB MCP Server

Enables AI assistants to query and interact with Microsoft SQL Server LocalDB databases, supporting operations like listing databases, querying tables, executing SQL statements, and viewing stored procedures.

Synergy/DE MCP Server

A read-only server that exposes Synergy/DE documentation as tools and resources for searching, retrieving, and browsing topics. It features full-text search, version support, and optimized content chunking for seamless integration with LLMs and MCP clients.

LinkedIn Custom MCP Server

Enables AI agents to manage professional networking on LinkedIn by providing tools for posting updates, searching for jobs, and analyzing profiles. It facilitates secure interaction with the LinkedIn platform through OAuth 2.0 authentication and the Model Context Protocol.

PowerShell Exec MCP Server

Enables secure PowerShell command execution with specialized script generation for Microsoft Intune and IBM BigFix management platforms, including detection/remediation scripts, system monitoring, and enterprise automation.

Personal Expense Manager

Enables tracking and analyzing personal expenses stored in CSV files. Supports adding expenses with categorization, retrieving recent spending data, and generating automated analytical summaries with spending patterns and recommendations.

Dynamic MCP UI Generator

A sophisticated server that enables users to create, customize, and generate interactive UI components with features like dynamic form building, dashboard creation, and chart generation through a modern glassmorphism interface.

Text-to-SQL MCP Server

A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

MCP Agent Platform

複数のエージェントが連携する人間とコンピュータのインタラクションシステムで、統合された画像認識、音声認識、音声合成機能を通じて自然なインタラクションを実現します。

n8n MCP Server

Enables full workflow automation management in n8n through 40+ tools covering workflows, executions, credentials, tags, variables, projects, users, and source control operations.

LlamaCloud MCP Server

Claude Desktopと連携するローカルのMCPサーバー。カスタムのLlamaCloudインデックスから最新のプライベート情報を提供し、ClaudeにRAG機能を提供できるようにする。

MCP Debugger Server

Provides comprehensive debugging capabilities for Node.js and TypeScript applications with 25+ specialized tools, including breakpoint management, variable inspection, hang detection, CPU/memory profiling, and test framework integration.

MCP Protocol Validator

MCPプロトコル仕様に対するMCPサーバー実装を検証するためのテストスイートです。開発者がプロトコル準拠と相互運用性を確保するのに役立ちます。

SuperiorAPIs MCP Server Tool

PythonベースのMCPサーバーで、SuperiorAPIsからプラグイン定義を動的に取得し、OpenAPIスキーマに基づいてツール関数を自動生成することで、APIサービスとのシームレスな統合を可能にします。

IDS MCP Server

Enables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.