Discover Awesome MCP Servers

AWS Billing MCP Server

Enables users to analyze AWS costs, track spending trends, and detect anomalies directly within Claude Desktop using the AWS Cost Explorer API. It provides tools to identify major cost drivers and compare usage across different time periods through natural language queries.

Webflow

Interact with Webflow sites, pages, and collections.

Git Prompts MCP Server

A Model Context Protocol server that generates prompts based on Git repository content, including a command to generate PR descriptions from diffs.

NexonCo MCP

An advanced Medical Care Platform server designed for accessing and analyzing clinical evidence data to support precision medicine and oncology research.

Realtime Crypto MCP Server

A server that provides real-time cryptocurrency data through the Model Context Protocol, allowing access to detailed exchange information and current cryptocurrency rates from the CoinCap API.

Mcp Server Aibd Devcontainer

MCP server for AI-boosted development in VS Code DevContainers.

mcp-remote-server

MCP remote context server for Copilot integration

Tushare MCP Server

Provides access to Tushare financial data through the Model Context Protocol, enabling users to query and retrieve Chinese stock market and financial information.

MCP Server SPARQL

An MCP server for querying SPARQL endpoint.

Nano Banana Pro MCP Server

Brings Google Gemini 2.0 Flash native image generation capabilities into Claude Code, enabling users to generate, edit, compose, and iteratively refine images using natural language prompts directly from their coding environment.

Bear Notes MCP Server with RAG

Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-Augmented Generation), allowing AI systems to access and understand your personal knowledge base through meaningful search rather than just keyword matching.

MCP Naver Maps

A server that connects to Naver Maps and Search APIs, enabling geocoding and local search functionality for Korean locations.

GitHub Remote MCP Server

A cloud platform for registering and using remote tools with GitHub's MCP service, enabling agents to access registered tools through SSE endpoints.

Sitecore Design MCP

An MCP server that provides a copywriter agent to automatically enforce predefined copywriting rules for UI text generation. It enables users to process text through a modular rules system to ensure consistency in elements like button labels and error messages.

Apache Airflow MCP Server

An MCP server that wraps the Apache Airflow REST API, enabling clients to manage DAGs, monitor task instances, and handle workflows through a standardized interface. It provides comprehensive access to Airflow features including DAG runs, variables, connections, and XComs.

QuickChart MCP Server

Enables generation of various chart types (bar, line, pie, radar, etc.) using QuickChart.io and Chart.js configurations, with options to generate chart URLs or download images locally.

Email Send/Receive MCP Server

Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols with support for attachments, HTML content, and email validation.

MemOS-MCP

A Model Context Protocol integration for the MemOS memory system, optimized for personal AI assistant scenarios with intelligent memory management and retrieval capabilities.

Automation Script Generator MCP Server

Processes test scenarios from user prompts to generate complete WDIO test suites with intelligent file management that analyzes existing files to determine whether to update them or create new ones.

DEVONthink MCP Server

Enables comprehensive management of DEVONthink records and databases, including searching, creating, and modifying content via JXA. It also integrates bibliography metadata resolution to link DEVONthink attachments with Zotero-exported citation data.

Cloudsword

一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具

Trello MCP Server

Provides seamless integration with Trello's API to manage boards, lists, and cards through natural language. It supports full CRUD operations, card movement, and the ability to load Trello resources directly into an LLM's context for analysis.

MCP Coding Agents

A transport-agnostic MCP server that integrates multiple AI coding agents (Claude Code, Gemini, and Codex) with built-in tools for command execution, calculations, and streaming capabilities. Supports both STDIO and HTTP transports for flexible deployment.

MCP Outlook Scheduler

Enables AI assistants to intelligently schedule meetings by checking Microsoft Outlook calendars, finding available time slots across multiple participants, and automatically booking meetings with Teams integration. Uses Microsoft Graph API with smart fallback logic for optimal scheduling.

MySQL MCP Server

Enables AI assistants to manage MySQL databases through natural language commands. Supports database operations, table management, data queries, and import/export functionality with built-in security features.

Stellastra MCP Server

An MCP Server that enables multi-agent conversation interactions with the Stellastra API, auto-generated using AG2's MCP builder.

ModelScope Image Generation MCP Server

Enables text-to-image generation through the ModelScope platform using the Qwen/Qwen-Image model. It supports customizable parameters such as negative prompts, resolution, and sampling steps within MCP-compatible clients.

Desearch MCP Server

Enables real-time AI-powered searches on X (Twitter) and the web through Desearch AI, providing relevant links and summaries.

Weather MCP Server

Provides weather information including alerts and forecasts for any location, web search capabilities through Brave Search API, and basic math operations. Includes weather-based event suggestions to help users plan activities based on current conditions.

x402mail

Python SDK for x402mail - send and receive email with USDC micropayments