Discover Awesome MCP Servers

Atom of Thoughts

Structured reasoning MCP server that decomposes problems into atomic steps (premise, reasoning, hypothesis, verification, conclusion) with confidence scoring, live visualization, and approval feedback.

nextscan

MCP server that scans Next.js projects and returns a compact summary of routes, API endpoints, schema, and security issues.

@runapi.ai/happyhorse-mcp

Enables creating and managing HappyHorse video generation tasks (edit, image-to-video, text-to-video) via RunAPI, with optional polling for completion and pricing lookup.

codegraph-mcp

This MCP server enables managing Git repositories via shallow clones and analyzing them with CodeGraph. It provides tools for adding, listing, updating, deleting repositories, and exploring codegraph status and exploration.

EasyMCP

支持用户在不了解编程的情况下轻松连接到 MCP 服务器。

aemet-mcp

Enables querying official Spanish weather data from AEMET, including municipal forecasts, station observations, and weather alerts, through natural language.

mcp-shield

Drop-in security primitives for MCP servers, addressing isError compliance, audit trails, input validation, output sanitization, and OAuth scoping.

pulp

Enables AI agents to collaboratively design and edit web pages on an infinite canvas using real HTML/CSS, with tools for reading, mutating, and exporting documents.

very-simple-mcp-server-sample

也许是世界上最简单的 MCP 服务器示例。

mcp-server-comparedge

Query verified pricing, aggregated user ratings, feature comparisons, and category rankings for 508+ SaaS, AI, and security tools across 45 categories. No API key required - install with npx @comparedge/mcp-server

Korean Finance MCP Server

Integrates with Claude Desktop to provide Korean financial data including stock prices, bonds, real estate transactions, and economic indicators from multiple sources.

Puppeteer Swarm MCP

Enables browser automation with concurrent tab pool management using Puppeteer. Supports navigation, content extraction, screenshots, element interaction, and JavaScript execution across multiple browser tabs with auto-recovery and idle timeout features.

Supabase Management API MCP Server

Enables AI assistants to interact with Supabase projects programmatically, including listing projects, creating new projects, managing SQL snippets, and OAuth authorization through the Supabase Management API.

MJML MCP Server

Enables creation and management of professional email templates using MJML markup language. Provides compilation to responsive HTML, template generation, validation, and component documentation for building email campaigns.

LeetCode MCP Server

A Model Context Protocol server that provides integration with LeetCode APIs, enabling automated interaction with programming problems, contests, solutions, and user data across both leetcode.com and leetcode.cn platforms.

kafka-mcp

Enables interaction with Apache Kafka clusters, allowing management of topics, message production, and consumption through natural language.

💹 MCP YFinance Stock Server

使用 Python 的实时股票 API，MCP 服务器示例，yfinance 股票分析仪表板

dbmcp-server

Provides an instant MongoDB MCP server that can be used from any AI agent without local installation.

DeepMiro

Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-source.

claude-multi-peer

Lets Claude Code instances discover each other and exchange messages instantly across projects, with persistent peer IDs and automatic message rotation.

SeekBridge

Enables DeepSeek-powered agents to control real Chrome tabs with semantic snapshots, tab groups, and local safety controls.

LinkedIn Profile Scraper MCP Server

这个 MCP 服务器使用 Fresh LinkedIn Profile Data API 来获取 LinkedIn 个人资料信息。它被实现为一个模型上下文协议 (MCP) 服务器，并暴露了一个工具 `get_profile`，该工具接受一个 LinkedIn 个人资料 URL，并以 JSON 格式返回个人资料数据。

PromptingBox MCP Server

Allows users to save, organize, and manage AI prompts, folders, and tags directly within MCP-compatible tools like Claude and Cursor. It supports version history tracking, prompt searching, and the ability to save public templates to a personal collection.

Weather MCP Server

Enables to get current weather conditions for any location via the Open-Meteo API, returning temperature, humidity, wind, and more.

quillink-mcp

A read-only MCP server for accessing Quillink notes, folders, and tags, enabling AI tools like Claude to search, retrieve, and list notes and related metadata. Requires a Pro Quillink plan and supports OAuth or personal access token authentication.

GearTrade MCP Server

Enables AI assistants to perform cryptocurrency trading analysis and execution with 38+ tools including real-time market data, technical indicators, risk management, and support for both paper trading and live execution on Hyperliquid.

KISTI-MCP

Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve scientific papers, patents, reports, national R\&D projects, and research data.

mcp-server-quint

Integrates the Quint formal specification language into LLM workflows for accessible formal verification. It provides tools for type-checking, random simulation, exhaustive model checking, and syntax documentation.

Google Tasks MCP

An MCP server that lets Claude manage Google Tasks, including listing, creating, updating, completing, moving, and deleting tasks and task lists. It supports both local and remote deployments and can be used with Claude Desktop or as a Cloudflare Worker.

expo-assets-mcp

Generates and transforms Expo assets (icons, splash, adaptive icons) from source images. Also includes image transformation and SVG conversion tools.