Discover Awesome MCP Servers

Enhanced Image Analysis MCP Server

Enables intelligent analysis and organization of image collections with smart filename generation, metadata extraction, and automated folder organization. Supports batch processing, color analysis, EXIF data extraction, and multiple naming styles for efficient photo management.

e签宝 MCP Server

基于 Model Context Protocol (MCP) 的电子签署工具，支持文件上传、PDF转换、签署流程创建和状态查询等功能。

MCP Voice/Text-Controlled Q-SYS Demo

AI-powered system that enables voice and text control for Q-SYS audio systems using OpenAI Agents SDK and Model Context Protocol.

apm-mcp-server: アジャイルプラクティスマップ MCPサーバー

애자일 프랙티스 맵의 지식과 대화하기 위한 MCP 서버입니다.

Sse Mcp

MCP 서버 (SSE 프로토콜 사용)

MCP Weather Server

Provides real-time weather information and 5-day forecasts for cities worldwide using the OpenWeatherMap API. Supports bilingual queries (Chinese and English) with comprehensive weather data including temperature, humidity, and wind speed.

Dgraph MCP Server

Dgraph 그래프 데이터베이스를 위한 MCP(Model Context Protocol) 서버 구현체이며, [mcp-go](

WinDbg GUI MCP Server

Enables AI assistants to interact with the WinDbg GUI through the Model Context Protocol using a PyKD-based plugin integration. It supports executing debugger commands, inspecting registers, reading memory, and performing automated crash analysis via natural language.

skill-ninja-mcp-server

Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.

SiYuan MCP Server

Enables interaction with SiYuan Note through its API for comprehensive note management. Supports searching, creating, editing documents, managing notebooks, and daily notes operations through natural language commands.

TransformerBee.MCP

Enables conversion between EDIFACT and BO4E data formats through the transformer.bee service. Provides natural language access to energy data transformation capabilities for German energy market communication.

MCP Appointment Booking Server

An MCP server that enables users to book, cancel, reschedule, and list appointments through natural language interactions. It uses YAML configurations for agent behavior and function logic to manage appointment data and availability.

Alpaca MCP Server

Enables large language models to interact with Alpaca's trading infrastructure using natural language, supporting stock/options trading, portfolio management, watchlist handling, and real-time market data access.

Slack-MCP

A Message Control Protocol server that integrates with Slack to provide channel management, messaging capabilities, and log monitoring across multiple servers, enabling teams to share logs and receive automated alerts in Slack channels.

Google Jules MCP

An MCP server for automating Google Jules that enables seamless integration for task creation, code analysis, and AI-powered development workflows. It supports multiple session modes including Browserbase and cookie-based authentication for both local and cloud environments.

Verity MCP Server

Provides AI agents access to Medicare coverage policies, prior authorization requirements, and medical code lookups (CPT, HCPCS, ICD-10, NDC) through the Verity healthcare API.

mcp-projects

MCP (모델 컨텍스트 프로토콜) 프로젝트 레포지토리

PR Reviewer

GitHub와 Notion을 통합하여 MCP (Model-Controller-Provider) 서버 아키텍처를 통해 자동화된 검토 문서를 생성하는 풀 리퀘스트 분석을 위한 지능형 어시스턴트.

Stacks MCP Server

Enables interaction with the Stacks blockchain through Claude Desktop. Manage wallets, trade tokens on DEXs, stack STX for Bitcoin rewards, and track portfolio—all through natural conversation.

Tracxn MCP Server

A Model Context Protocol server that wraps the Tracxn REST API, providing a standardized interface for LLMs to access and interact with Tracxn company data.

SEO Crawler MCP

A comprehensive website crawler and SEO analyzer that stores site data in a local SQLite database for AI-driven auditing. It enables users to detect technical SEO issues, broken links, and security vulnerabilities through natural language queries or terminal commands.

ThinkingCap

Multi-agent research server that runs multiple LLM providers in parallel with web search capabilities, synthesizing their responses into comprehensive answers for complex queries.

TongXiao Common Search MCP Server

A Model Context Protocol server that provides enhanced real-time search capabilities by integrating with Alibaba Cloud IQS APIs to deliver clean, accurate results from multiple data sources.

CVE Risk MCP Server

Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vulnerabilities (KEV) data and CVSS metrics. It helps users prioritize patching efforts by ranking vulnerabilities based on exploitation status and calculated risk scores.

NPM Package Docs MCP

Fetches up-to-date documentation for any npm package directly in your IDE by retrieving README files from GitHub repositories or package tarballs. Provides real-time access to current package documentation and API information.

Tree Analyzer MCP Server

Analyzes genealogy trees to detect errors, duplicates, and timeline inconsistencies while identifying missing source citations. It generates detailed audit reports and prioritized research leads to help users maintain accurate and well-documented family histories.

GeoGuessr MCP Server

Enables analysis of GeoGuessr game statistics, performance tracking, and strategy recommendations with automatic API monitoring and multi-user support. Features dynamic schema adaptation to handle GeoGuessr API changes automatically.

Omics AI MCP Server

Enables AI agents to conversationally interact with genomics research networks for data analysis and discovery across multiple Omics AI Explorer platforms. It provides tools for exploring data collections, examining table schemas, and executing SQL queries against datasets like Viral AI and Neuroscience AI.