Discover Awesome MCP Servers

claude-crowed

A persistent semantic memory system for Claude Code that provides a structured, versioned document store with semantic search and graph visualization. It acts as a memoization layer to store and retrieve research, design decisions, and codebase insights across different work sessions.

Canvas LMS MCP Server

Enables AI systems to interact with Canvas Learning Management System data, allowing users to access courses, assignments, quizzes, planner items, files, and syllabi through natural language queries.

Remote MCP Server

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication and Server-Sent Events transport. Enables remote access to MCP tools from Claude Desktop and other clients over HTTP.

MCP Skeleton

A starter template for building Model Context Protocol (MCP) servers with Node.js. It provides a foundational structure and an example tool to help developers quickly scaffold and deploy new MCP capabilities.

ShopOracle

E-Commerce Intelligence MCP Server — 11 tools for product search, price comparison, competitor pricing across Amazon, eBay, Google Shopping. 18 countries. Part of ToolOracle (tooloracle.io).

Hono Remote Mcp Sample

远程 MCP 服务器示例 (Hono + Cloudflare Workers + Durable Objects)

EMMA MCP

A custom MCP server that enables Claude to access and query municipal bond data from the MSRB's EMMA website, which lacks a public API. It provides 18 tools for searching bonds, downloading official statements, and extracting financial data through natural language prompts.

n8n - Secure Workflow Automation for Technical Teams

具有原生 AI 功能的公平代码工作流程自动化平台。将可视化构建与自定义代码相结合，可选择自托管或云端部署，并提供 400 多个集成。

OptionsFlow

一个模型上下文协议服务器，它使大型语言模型 (LLM) 能够通过雅虎财经的数据分析期权链、计算希腊值以及评估基本的期权策略。 (Simplified version, focusing on clarity and common usage:) 一个模型上下文协议服务器，让大型语言模型可以利用雅虎财经的数据来分析期权链、计算希腊值和评估基本期权策略。

FastMail MCP Server

An MCP server that integrates with FastMail's JMAP API to manage mailboxes, search for emails, and send messages. It enables users to interact with their FastMail account for tasks like reading email content and managing folders through natural language.

Hilanet MCP

A satirical MCP server providing HR-related tools that simulate actions in a corporate dystopia, such as increasing salaries, scheduling mandatory fun events, and generating corporate jargon.

GitHub PR Analyzer with Notion Integration

Fetches GitHub pull request information including file changes, diffs, and metadata, then creates analysis summaries in Notion pages.

Hedera MCP Server

A Model Context Protocol server that enables interactions with the Hedera network, providing tools for wallet creation, balance checking, transaction building, and sending signed transactions.

Microsoft 365 Bookings MCP Server

Enables interaction with Microsoft Bookings through the Microsoft Graph API to manage businesses, staff members, services, and appointments.

NetMind ParsePro

Enables parsing PDF files from local paths or URLs into structured JSON or Markdown format using NetMind's AI-powered PDF extraction service.

Mem0 Memory MCP Server

Enables AI agents to store and retrieve memories with user-specific context using Mem0, allowing them to maintain conversation history and make informed decisions based on past interactions.

News MCP Server

Aggregates news from 7 APIs and unlimited RSS feeds with AI-powered bias removal and synthesis. Provides over 7,300 free daily requests with conversation-aware caching and 25 comprehensive news analysis tools.

Flutter Package MCP Server

Integrates the Pub.dev API with AI assistants to provide real-time Flutter package information, documentation, and trend analysis. It enables users to search for packages, compare versions, and evaluate quality scores through natural language commands.

Medical MCP Chatbot

A FastAPI backend service that connects to Azure's Managed Chat Project using GPT-4o to provide medical chatbot functionality through a simple HTML interface.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, pipeline status, test reports, and discussions.

VS Code MCP Button Generator

Generates VS Code installation buttons and markdown badges for MCP servers, supporting both Stable and Insiders versions with configurable inputs and commands.

Coolify MCP Server

An MCP server that enables AI assistants to manage infrastructure, applications, databases, and services through the Coolify PaaS platform.

MariaDB MCP Server

Enables querying local MariaDB and MySQL databases with optimized output formats designed to significantly reduce token consumption. It provides secure tools for exploring schemas and executing read-only SQL queries while automatically blocking destructive commands.

MCP Doctor

A diagnostic tool that evaluates the contract quality of MCP servers across dimensions like safety, efficiency, and documentation to provide actionable improvements. It helps developers ensure their servers are optimized for human users, distribution platforms, and AI agents.

AutoDev MCP Examples

好的，以下是一些适用于 AutoDev 的最小可行产品 (MCP) 示例： * **自动化单元测试生成：** 接受代码片段作为输入，并自动生成基本的单元测试框架。 * **代码审查建议：** 分析代码更改，并根据常见的编码标准和最佳实践提供建议。 * **自动化的 Dockerfile 生成：** 基于项目代码自动生成 Dockerfile。 * **简单的 API 文档生成：** 从代码注释中提取信息，生成基本的 API 文档。 * **自动化的依赖项更新：** 扫描项目依赖项，并建议更新到最新版本。 这些都是相对简单，但可以解决开发者实际痛点的例子。 关键是选择一个范围小，但有价值的功能，并快速迭代。

lynxprompt-mcp

MCP server that exposes any LynxPrompt instance to LLMs, enabling browsing, searching, and managing AI configuration blueprints and prompt hierarchies.

Dummy MCP Server

A simple Meta-agent Communication Protocol server built with FastMCP framework that provides 'echo' and 'dummy' tools via Server-Sent Events for demonstration and testing purposes.