Discover Awesome MCP Servers

CloudLab MCP Server

Enables AI assistants to manage CloudLab/Emulab experiments, including listing experiments, controlling nodes (reboot, reload, power cycle), retrieving console logs, extending experiment time, and terminating experiments.

Remote MCP Server

A Cloudflare-deployable server that implements Model Context Protocol (MCP) capabilities, allowing AI assistants like Claude to access custom tools via OAuth authentication flows.

ReviewWebsite MCP Server

MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.

Excel MCP Server

A Model Context Protocol server that enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel installation.

SVG Maker MCP Server

Enables creation, validation, rendering, and optimization of SVG images with conversion capabilities to PNG, React components, React Native components, and Data URIs.

Claude Code Prompt Engineer

Intelligently engineers and optimizes prompts for Claude Code with automatic language detection, task type recognition, and interactive refinement capabilities. Works entirely offline without external API dependencies to transform natural language requests into structured, Claude Code-optimized prompts.

Kong Konnect MCP Server

一个模型上下文协议服务器，使 AI 助手能够与 Kong Konnect 的 API 网关进行交互，通过自然语言提供查询分析数据、检查配置和管理控制平面的工具。

302AI Sandbox MCP Server

A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI's API services, allowing users to integrate and leverage 302AI capabilities through a structured communication interface.

Twining MCP Server

Provides agent coordination for Claude Code through a shared blackboard, decision tracking with rationale, and local semantic search over git-trackable JSONL files. It enables users to assemble tailored context packages and manage a lightweight knowledge graph for complex development tasks.

OSM PostgreSQL Server

为 MCP 提供 OpenStreetMap 集成，允许用户查询和可视化地图数据，并提供添加标记、多边形和控制地图视图的工具。

Emotion Dataset Analysis MCP Server

This MCP server enables users to interact with and analyze the dair-ai/emotion dataset from Hugging Face containing labeled Twitter messages. It provides tools to sample data, search text, and perform statistical analysis on emotion distributions.

opgen MCP Server

一个 MCP 服务器实现，用于密码生成，基于 1Password/spg/cmd/opgen。

Yellhorn MCP

一个 MCP 服务器，它将 Gemini 2.5 Pro 连接到 Claude Code，使用户能够根据他们的代码库生成详细的实施计划，并接收关于代码更改的反馈。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，将 Gemini 2.5 Pro 与 Claude Code 相连接，使用户能够基于其代码库生成详尽的实施方案，并获取关于代码变更的反馈。

Neo4j MCP Server

Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.

Scholar MCP

Enables searching and retrieving academic papers from arXiv and DBLP databases with advanced filtering options. Supports downloading PDFs and provides detailed paper information including titles, authors, abstracts, and publication dates.

mcp-my-apple-remembers

A simple MCP server that recalls and saves memories from and to Apple Notes.

RunPod MCP Server

Enables interaction with the RunPod REST API to manage GPU pods, serverless endpoints, templates, network volumes, and container registry authentications through natural language.

ERPNext MCP Server

A TypeScript-based server that enables AI assistants to interact with ERPNext/Frappe systems through the Model Context Protocol, allowing access to documents, creation/updating of records, and running reports.

Smart Image Generator

Enables AI assistants to generate and edit images using Google's Gemini 2.5 Flash Image API with intelligent prompt enhancement. Supports text-to-image generation, image editing with natural language instructions, and advanced features like character consistency and multi-image blending.

x-mcp

A read-only X/Twitter MCP server that enables data retrieval for user profiles, tweets, and social graphs using OAuth 2.0 Bearer Token authentication. It supports searching recent tweets, viewing timelines, and tracking engagement metrics like followers, likes, and retweets.

mcp_3d_relief

mcp\_3d\_relief

TikTok Integration

一个用于 TikTok 视频的 MCP 服务器，允许您获取视频字幕和帖子详情，例如点赞数、话题标签和发布时间。

Fr Torrent Search MCP Server

A Python MCP server that allows programmatic interaction to find torrents programmatically on YggTorrent and La Cale.

Create a Custom Server

一个定制的 MCP 服务器，为 AI 助手提供算术计算工具和快速数学运算。

MCP Agentic Framework

A communication framework that enables multiple AI agents to collaborate through asynchronous messaging, agent registration, and discovery. It facilitates complex task coordination and real-time discussion across distributed agent workflows using the Model Context Protocol.

Telegram MCP Server

一个简单的 MCP 服务器，允许 Claude 访问你的 Telegram 账户，以便代表你读取和发送消息。

minibridge

MCP 与世界之间的安全桥梁

CI-1T Prediction Stability Engine

Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.

Financial Datasets MCP Server

一个 MCP 服务器，通过模型上下文协议接口 (Model Context Protocol interface) 为 AI 助手提供访问股票市场数据的能力，包括财务报表、股票价格和市场新闻。

Binance MCP Server

一个模型控制协议 (MCP) 服务器，为币安交易所提供加密货币交易接口，实现诸如实时价格获取、账户余额查询、订单下单/取消以及自动化套利策略等功能。