Discover Awesome MCP Servers

DDG MCP1234

A basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports.

Windows System MCP

A comprehensive Model Context Protocol server that enables AI assistants to interact with and manage Windows systems, providing capabilities for file system operations, process management, system information retrieval, registry operations, service management, network diagnostics, and performance monitoring.

Desmos MCP Server

Enables mathematical formula visualization and analysis through interactive plotting, formula validation, and symbolic computation. Supports both Desmos API integration and local matplotlib rendering for creating 2D mathematical graphs.

Remote Jobs MCP

Remote Jobs MCP

Airtable MCP Server

Enables complete interaction with Airtable databases through 16 CRUD operations including batch processing, schema management, and record manipulation. Designed for AI applications and n8n workflows with HTTP streaming support.

Context Engineering MCP Platform

A platform that transforms AI development with intelligent context management, optimization, and prompt engineering, enabling developers to enhance model performance through structured context management and optimization tools.

Readwise MCP

A local Model Context Protocol server that connects LLM clients (like Claude) to Readwise, enabling AI assistants to access and interact with your saved reading content.

File Rank MCP Server

A tool that helps rank codebase files by importance (1-10 scale), track file dependencies, and provide summaries, all accessible through a simple JSON-based interface.

MCP Beancount Tool

Enables interaction with local Beancount accounting ledgers through structured tools for viewing accounts, balances, and transactions, as well as inserting/removing transactions and answering natural-language questions via BeanQuery. Provides deterministic, validated, and auditable financial data operations with offline-first functionality.

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MCP Claude Spotify

An integration that allows Claude Desktop to interact with Spotify, enabling users to control playback, search music, manage playlists, and get recommendations through natural language commands.

Layer Prompt Manager

これは、IDEがアクセスしてコードベースのプロンプトを作成および保存できるMCPサーバーを作成するのに役立ちます。

MCP Code Mode

Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

Search Intent MCP

MCPベースのサービスで、ユーザーの検索キーワードを分析して意図を特定し、SEO分析をサポートするために分類、理由、参考文献、検索候補を提供します。

Sora MCP Server

Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated videos from text prompts. Supports video creation, status monitoring, downloading, and remixing through natural language commands.

FastMCP Document Analyzer

A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.

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aws-pricing-mcp

Basic MCP Server

A minimal Model Context Protocol server demonstrating basic MCP capabilities with example tools, resources, and prompts. Built as a starting template for developers to create their own MCP servers using the Smithery SDK.

Remote MCP Server (Authless)

A deployable Cloudflare Workers service that implements Model Context Protocol without authentication, allowing AI models to access custom tools via clients like Claude Desktop or Cloudflare AI Playground.

MCP RSS News Agent

A FastMCP-based server that provides tools for discovering RSS feeds, fetching and processing news content, searching articles by keyword, and generating summaries across multiple news sources and categories.

video-transcribe-mcp

LLM (大規模言語モデル) 向けに、optivus と連携して動画の文字起こし機能 (YouTube、Facebook、TikTok など) を提供する MCP サーバー実装

Python MCP Server

**python-mcp-server** プロジェクトは、Flask ベースのウェブサーバーであり、Minecraft との連携を目的として設計されています。おそらく、Minecraft サーバー、プラグイン、またはプレイヤーデータを管理するためのより大規模なシステムの一部として機能します。

JSON Compare MCP Server

Enables deep, order-independent comparison of JSON files to detect differences including missing keys, value mismatches, and type differences. Provides detailed reports with path tracking for precise identification of variations between JSON structures.

MCP PDF

Enables creative PDF generation with full design control including colors, shapes, emoji, and Unicode support. Supports everything from simple documents to artistic masterpieces using PDFKit's powerful API.

QGISMCP

A Model Context Protocol server that connects Claude AI to QGIS, enabling direct interaction with the GIS software for project creation, layer manipulation, code execution, and processing algorithms through natural language prompts.

MCP Echo Env

Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP clients properly propagate workspace context to server processes.

Godot Scene Analyzer

Analyzes Godot game projects to enforce ECS architecture patterns, automatically detecting when scene scripts contain game logic that should be in the ECS layer and validating separation between presentation and logic code.

Stochastic Thinking MCP Server

Provides advanced probabilistic decision-making algorithms including MDPs, MCTS, Multi-Armed Bandits, Bayesian Optimization, and Hidden Markov Models to help AI assistants explore alternative solutions and optimize long-term decisions.