Discover Awesome MCP Servers

💹 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

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。

Shell Server

A Model Context Protocol server that enables users to execute arbitrary shell commands through a terminal tool. It supports custom working directories, configurable execution timeouts, and safe command parsing using shlex.

Supabase MCP Server - Self-Hosted Edition

Enables comprehensive management of self-hosted or cloud Supabase instances with 54+ tools for database operations, authentication, storage, real-time subscriptions, migrations, monitoring, and security auditing.

MCP-Gemini

一个用于 Google Gemini Pro 的提示管理系统，包含缓存、安全过滤、日志记录和指标收集功能。

Pedigree MCP Server

Generates family pedigree tree diagrams as PNG or SVG images using standard genetic notation compliant with Bennett 2008/2022 NSGC guidelines. Supports comprehensive genealogical features including conditions, genetic testing results, twin relationships, carrier status, and adoption indicators.

SevenRooms MCP Server

Enables restaurant reservation management through SevenRooms API, allowing users to create reservations and query available time slots with guest details and party size information.

Materials MCP

A Model Context Protocol server that provides access to materials databases through the OPTIMADE API, with focus on Google DeepMind's GNoME dataset containing millions of predicted crystal structures.

it2mcp

An MCP server that enables AI assistants to control iTerm2 sessions, windows, tabs, and profiles using the official iTerm2 Python API. It includes a security model with session tagging and tiered permissions to ensure safe and controlled terminal interactions.

MCP SSE Proxy

Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applications like Claude Desktop to connect to remote MCP servers that use SSE transport.

StateWeave

Cross-framework cognitive state serializer for AI agents. Export, import, and diff agent state across 10 frameworks.

MCP-Server-Inbox

一个与 inBox 笔记 API 集成的 MCP 服务器，允许用户通过任何 MCP 客户端使用基于对话的交互来创建笔记。 (Alternatively, a slightly more formal translation:) 一个集成了 inBox 笔记 API 的 MCP 服务器，它允许用户通过任何 MCP 客户端，以对话交互的方式创建笔记。

Skill-to-MCP

Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

Zulip MCP Server

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够与 Zulip 工作区进行交互，支持诸如发布消息、列出频道、发送私信以及访问对话历史记录等功能。

MCP Context Provider

Provides persistent tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.

MCP AI POC

Provides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.

NWS Weather MCP Server

Provides weather alerts for US states and geographic forecasts by leveraging the National Weather Service (NWS) API. It is built with Node.js and TypeScript, featuring a layered architecture and Zod-based input validation.

1. Background

一个用于 Kusto 的 MCP 服务器，它连接到一个带有 MCP 客户端的聊天应用程序，用于回答用户关于他们在 Kusto 集群中的数据的查询。 Or, a slightly more technical translation: 一个 Kusto 的 MCP 服务器，连接到一个带有 MCP 客户端的聊天应用，用于响应用户关于其 Kusto 集群中数据的查询。

Aegntic MCP Servers

AegnticMCP 自动化创建和管理 MCP 服务器，确保它们稳定、适应性强且智能化。

aliyun-sls-mcp

Enables AI assistants to query and analyze Alibaba Cloud SLS logs using natural language, supporting multiple log sources like Function Compute and ECS. It provides tools for searching logs, performing SQL analysis, and visualizing log distributions directly within Cursor or Claude.

Slack MCP

A simple Model Context Protocol server for Slack integration that enables messaging, channel management, and workspace search capabilities.

KumpeApps API MCP Server

This MCP server provides access to the KumpeApps API, enabling users to interact with KumpeApps services through natural language via the Multi-Agent Conversation Protocol.

Xano MCP Server

一个简化的模型上下文协议服务器，使 Claude 能够通过 Xano 元数据 API 与 Xano 数据库进行交互。

MCP Python Linter

Enables Python code linting by integrating the Model Context Protocol with tools like pylint and the OpenAI API. It allows for dynamic tool discovery and uses LLMs to orchestrate tool selection and provide refined analysis of linting results.

azure-devops MCP Server

一个基于 TypeScript 的 MCP 服务器，实现了一个简单的笔记系统，允许用户创建、访问和生成文本笔记的摘要。 (Or, a slightly more formal version:) 一个基于 TypeScript 构建的 MCP 服务器，它实现了一套简易的笔记系统，使用户能够创建、访问并生成文本笔记的摘要。

Verified Repo Memory MCP

Provides repository-scoped safe memory for AI coding agents with just-in-time verification against file changes to ensure facts remain accurate. It links memories to specific code citations and automatically marks them as stale if the underlying source code is modified or deleted.

mtg-oracle

Magic: The Gathering MCP server with card search, rules lookup, deck analysis, and Commander intelligence

Sentry MCP Server

A stateless FastMCP server that enables interaction with multiple Sentry instances, including US, EU, and self-hosted versions, through a single deployment. It provides tools for searching issues, events, and traces, allowing users to monitor and debug applications using natural language.

CodeChecker MCP

一个用于 Cursor IDE 的代码审查工具，它使用 OpenAI 的 GPT 模型来提供智能的代码分析和建议。