Discover Awesome MCP Servers

mcp-plots

A MCP server for data visualization. It exposes tools to render charts (line, bar, pie, scatter, heatmap, etc.) from data and returns plots as either image/text/mermaid diagram.

Obsidian Palace MCP

Turns your Obsidian vault into an AI memory palace, enabling AI assistants to store knowledge with intent-based organization, retrieve information through full-text search, auto-link related notes, and query using Dataview syntax while maintaining provenance tracking.

shivonai-mcp

当社のMCPツールは、AIを活用した自動面接サービスを強化するために設計されており、シームレスで文脈に沿った候補者評価プロセスを保証します。これらのツールは、高度なAIモデルを活用して回答を分析し、能力を評価し、リアルタイムのフィードバックを提供します。

Superset MCP Server - TypeScript

Enables AI assistants to interact with Apache Superset instances programmatically, providing 45+ tools for dashboard management, chart creation, database operations, SQL execution, and complete Superset API coverage. Supports multiple transport modes including stdio, SSE, and HTTP streaming for flexible deployment options.

Gemini Flash Image MCP Server

Enables text-to-image generation, image editing, and multi-image composition using Google's Gemini 2.5 Flash Image API. Supports flexible aspect ratios and character consistency across generations.

Dify MCP Server

TypeScript で構築されたサーバーで、MCP クライアントを Dify アプリケーションに接続し、Dify アプリケーションを MCP クライアント内で直接使用できるツールとして動的に公開します。

Git Auto Commit MCP Server

Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries.

MCP Datastore Server

An MCP server that enables interaction with Google Firestore in Datastore mode for entity management and querying. It provides tools for CRUD operations, aggregation queries, and transaction execution within Google Cloud projects.

DeepClaude MCP Server

This server integrates DeepSeek and Claude AI models to provide enhanced AI responses, featuring a RESTful API, configurable parameters, and robust error handling.

MySQL MCP Server

An MCP server that allows working with MySQL databases by providing tools for executing read-only SQL queries, getting table schemas, and listing database tables.

Remote MCP Server on Cloudflare

鏡 (Kagami)

Node Terminal MCP

Enables AI agents to interact with terminal environments through multiple concurrent PTY sessions. Supports cross-platform terminal operations including command execution, session management, and real-time communication.

MCP ComfyUI Flux

Enables AI image generation using FLUX models through ComfyUI with GPU acceleration, supporting image generation, 4x upscaling, and background removal with optimized Docker deployment.

Vercel MCP Server

A Model Control Protocol server template deployed on Vercel that demonstrates MCP implementation with a dice rolling tool, serving as a foundation for building custom MCP servers.

Pokémcp

MCP (Model Context Protocol) を試したり、PokeDex API にクエリを実行したりするためのリポジトリ - NaveenBandarage/poke-mcp

Expense Tracker MCP Server

Enables natural language expense management with SQLite storage, allowing users to add expenses, view totals, and list all expenses through conversational commands.

Tability MCP Server

Enables AI assistants to manage OKRs, track goals, and update progress on the Tability platform using natural language. It provides 27 tools for interacting with plans, objectives, outcomes, initiatives, and workspace memberships via the Tability API.

Open Data MCP

Enables exploration and interaction with South Korea's Public Data Portal (OpenAPI) through keyword search, standard documentation retrieval, and direct API endpoint calls with automatic service key injection.

kubevirt-mcp-server

KubeVirt用のシンプルなモデルコンテキストプロトコルサーバー

Prometheus MCP Server

Enables AI assistants to execute PromQL queries and discover metrics within AWS Managed Prometheus (AMP) using SigV4 authentication. It provides tools for instant and range queries, label management, and metric discovery in secure, VPC-isolated environments.

MCP Google Analytics Server

Enables comprehensive integration with Google Analytics 4, allowing users to read analytics reports and send custom events through both the Data API and Measurement Protocol v2.

OpenRouter MCP Server

Provides seamless access to 200+ AI models through OpenRouter's unified API, featuring multi-model collaboration, vision support, intelligent benchmarking, and collective intelligence capabilities for enhanced decision-making.

MCP RAG Server

AIエージェントが、Sui Move言語のドキュメントを含むFAISSベクトルデータベースにクエリを実行することで、検索拡張生成（Retrieval-Augmented Generation）を可能にする、Machine Conversation Protocolサーバー。

Google Search MCP

Playwrightをベースにしたツールで、Google検索を実行し、アンチボットメカニズムを回避しながら検索結果を抽出します。AIアシスタントにリアルタイムの検索機能を提供します。

Pexels MCP Server

Enables searching and retrieving high-quality stock photos from Pexels with advanced filtering options including orientation, size, color, and localization support.

Scientific Computation MCP

Enables mathematical and scientific computations including linear algebra operations (matrices, eigenvalues, decompositions), vector calculus (gradients, curl, divergence), and visualization of vector fields and functions.

MCP SSE Server

リアルタイム通信にServer-Sent Events (SSE) を使用し、計算ツールと動的なリソーステンプレートを提供する、Model Context Protocol (MCP) サーバーの実装。

Tailscale MCP Server

Provides seamless integration with Tailscale's CLI commands and REST API, enabling automated network management and monitoring through a standardized Model Context Protocol interface.

Facebook Ads Library MCP Server

Enables searching and analyzing Facebook's public ads library to see what companies are currently running, including ad images/text, video links, and campaign insights.