Discover Awesome MCP Servers

Query Analytics

Builds valid Google Analytics 4 API requests from plain parameters with automatic date range resolution, metric formatting, and filter expression parsing. Eliminates manual GA4 API syntax construction and raw data formatting for analytics queries.

🎭 Playwright Test Automation Framework

🎭 最新E2Eテストフレームワーク | Playwright + TypeScript + MCPサーバー | データ駆動型POMアーキテクチャ | 高度なテスト記録＆再生

causalMCP

An MCP server for causal effect estimation from observational data, powered by CausalPFN and EconML. It enables users to estimate treatment effects, compare models, and rank units for targeting through natural language queries on CSV data.

Gemini News Summarizer MCP Server

An MCP server that enables a Gemini-based chatbot to fetch and summarize current news headlines from GNews API when users ask about trending topics.

AI_SOC_MCP_Server_Sher

AI\_SOC\_MCP\_Server\_Sher

Ultrade MCP Server

Enables interaction with the Ultrade API to manage wallets, execute market orders, and access real-time trading data. It provides tools for account authentication, market depth analysis, and system status monitoring.

lunar-mcp

lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditional calendar, fortune telling, and divination. It enables AI agents to integrate Chinese cultural computations into their workflows.

mcp-wechat-server

A WeChat robot server based on the Model Context Protocol that enables AI agents to send and receive messages and manage typing status. It provides tools for QR code login, long-polling message retrieval, and persistent state management across various MCP clients.

ControlAPI-MCP

Converts any OpenAPI/REST API into MCP tools with dynamic server switching, variable substitution, and runtime configuration. Enables seamless interaction with multiple API environments through natural language without pre-configuration.

MCP微信公众号爬虫

基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。

Derisk

AIネイティブなリスクインテリジェンスシステム

Apple Reminders MCP Server

Enables AI assistants to manage Apple Reminders on macOS using natural language, with support for creating, updating, and searching reminders including advanced features like recurring patterns, location-based triggers, and multiple alarms.

MCP Etherscan Server

Provides Ethereum blockchain data tools via Etherscan's API, enabling users to check balances, view transactions, track token transfers, fetch contract ABIs and code, monitor gas prices, and resolve ENS names.

Mcp Server Docker

DockerでMCPサーバを作成するサンプル

viewpo-mcp

Provides AI assistants with visual feedback for responsive web design by capturing screenshots and extracting DOM layout data through the Viewpo macOS app. It enables automated UI verification and responsive behavior comparison across multiple viewport breakpoints.

CNCjs MCP Server

Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.

EGRUL MCP Server

MCP server for the Russian state registries EGRUL (legal entities) and EGRIP (individual entrepreneurs), built on official Federal Tax Service open-data dumps. Self-hosted via local SQLite.

Gofannon

他のエージェントフレームワークで利用可能な関数リポジトリ

Code Firewall MCP

A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.

MCP Time Server

堅牢なバリデーションを備え、現在の時刻の取得や異なるグローバルタイムゾーン間の変換を行うためのユーティリティを提供するPythonマイクロサービス。

Chrome DevTools MCP

Enables AI assistants to control and inspect a live Chrome browser for automated web debugging, performance analysis, and Lighthouse audits. It allows agents to capture screenshots, monitor network requests, and measure Core Web Vitals using plain-English prompts.

NodeAPI

Machine-native GIS processing API for AI agents and developers. Convert, reproject, validate, repair, buffer, clip, dissolve, and tile vector geodata across 25 endpoints. Pay-per-use USDC on Solana Mainnet ($0.01/op). No accounts, no API keys. Remote MCP SSE.

Azure DevOps MCP Server by CData

Azure DevOps MCP Server by CData

MCP Python REPL Server

Provides interactive Python REPL capabilities with persistent sessions, virtual environment support, package management via uv, and development tools like testing, linting, and code formatting for Python projects.

Super Secret MCP Server

A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generate random US State and signature soup combinations through a fun and simple tool.

ChromaDB MCP Server

An MCP server that exposes ChromaDB vector database operations, enabling AI assistants to perform collection management and semantic document searches. It supports HTTP, persistent, and in-memory connection modes along with various embedding providers including OpenAI and HuggingFace.

geocontext

Provides spatial context and geographic data access for LLMs through France's Géoplateforme services, including geocoding, altitude queries, administrative boundaries, cadastral data, and vector data exploration.

FX Currency MCP Server

Provides real-time and historical foreign exchange rates for 31+ currencies, enabling currency conversion, historical rate lookups, and time series analysis using data from the Frankfurter API.

Virtual Traveling Bot

Google マップ上に仮想旅行環境を構築し、ユーザーがアバターを操作して旅をし、写真レポートやSNS連携ができるMCPサーバー