Discover Awesome MCP Servers

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright automation tools, allowing them to perform web tasks like navigation, typing, clicking, and taking screenshots. Deployed on Cloudflare Workers and compatible with various AI platforms including Claude Desktop and VS Code.

🚀 Model Context Protocol (MCP) Server Python Template 🐍

거울

Ollama_MCP_Guidance

Ollama API와 상호 작용하기 위한 표준화된 인터페이스를 제공하는 모델 컨텍스트 프로토콜 서버입니다. JSON 응답, 오류 처리, 그리고 LLM 기반 API 호출에 대한 지능적인 안내를 제공합니다.

Newsbang MCP

Newsbang MCP is a powerful Model Context Protocol (MCP) server that provides access to real-time news intelligence through three essential tools: get_today_top_news,search_news,get_news_deep_report_and_analysis

Test MCP Server

MCP 서버 기능 테스트 저장소

AI-Powered MCP Server

A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's GPT models, enabling AI-driven SMS conversations and message management through function calling and contextual memory.

Playwright MCP

Enables AI assistants to interact with web browsers in real-time through Playwright, providing DOM access, screenshots, and interaction recording to generate accurate, context-aware test scripts.

MCP Server Kubernetes

Enables comprehensive Kubernetes cluster management through kubectl operations, Helm chart deployments, pod troubleshooting, and node management. Supports both read-only and full cluster administration capabilities with built-in safety features.

MCP Work History Server

A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

Polymarket MCP Server

Enables access to Polymarket's prediction markets for analyzing market probabilities, trading activity, and event outcomes across politics, sports, crypto, and other categories through natural language queries.

Python Code Review MCP Agent

Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.

xmcp Application

A template/starter project for building MCP servers with structured directories for tools, prompts, and resources that are automatically discovered and registered.

MCP Translation Text

Provides text translation capabilities powered by NiuTrans API with support for 455+ languages. Includes translation tools and language catalog resources for seamless integration with MCP clients.

Polymarket MCP Server

Enables interaction with Polymarket prediction markets through read-only access to market data, events, orderbooks, and user positions, plus authenticated trading capabilities for creating and managing orders.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

Commit Conventional Message Court (CCMCP)

An MCP server that uses AI to analyze code diffs and transform vague commit messages into readable, conventional commit history. It helps maintain project documentation quality by challenging unclear messages and suggesting improvements based on actual code changes.

Clypt MCP Server

Connects AI assistants to the Clypt Link Intelligence platform to shorten URLs, manage tags, and generate QR codes. It enables users to view link analytics and perform bulk link operations through natural language commands.

Gear

An MCP server that enables AI assistants to directly run, inspect, modify, and debug Godot game development projects through 110+ tools covering scenes, scripts, resources, runtime debugging, and asset management.

Google Ads MCP Server

This MCP server searches Google's public ads database and uses AI to analyze ad images/videos, with intelligent caching for performance.

MCP Vertica

Enables interaction with Vertica databases through SQL queries, schema management, and bulk data operations. Supports connection pooling, SSL/TLS security, and configurable permissions for database operations.

Jokes MCP Server

An MCP server that provides jokes to Microsoft Copilot Studio, demonstrating how to deploy a Model Context Protocol server that delivers Chuck Norris and Dad jokes upon request.

Google Drive MCP Server by CData

Google Drive MCP Server by CData

MCP Server Boilerplate

A starter template for building custom MCP (Model Context Protocol) servers that can integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example implementations, and installation scripts for quickly creating custom tools, resources, and prompts.

Perplexity MCP Server

Perplexity API를 사용하여 Claude가 인용문과 함께 채팅 완료를 요청할 수 있도록 하는 MCP 서버.

Inventory MCP Server

Manages inventory operations using Supabase/PostgreSQL database, enabling users to add, remove, check stock levels, and list inventory items across multiple locations.

CKAN MCP Server

Enables AI assistants and CLI tools to explore and analyze datasets from 600+ global CKAN open-data portals. Provides comprehensive tools for dataset discovery, datastore queries, metadata analysis, and local downloads without writing custom CKAN integrations.

MCP Forensic Toolkit

A secure, AI-ready local server that provides digital forensics tools for analyzing logs, verifying file integrity, and generating audit-grade reports.

logoloom

AI logo design MCP server — generates SVG logos with text-to-path conversion, SVG optimization, and full brand kit export (favicon, social media sizes, color palette). 4 tools: text_to_path, optimize_svg, export_brand_kit, image_to_svg.

YAPI MCP Server

Enables AI assistants to manage YAPI API documentation by providing tools to create, update, and retrieve interface details. It also supports running automated tests and managing API data across multiple configured projects.