Discover Awesome MCP Servers

Notion Knowledge MCP Server

A Cloudflare Workers-based service that enables intelligent searching, automatic code snippet recording, and statistical analysis of programming knowledge stored in Notion databases.

A-MEM: Agentic Memory System

Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

DraCor MCP Server

一个模型上下文协议服务器，使 Claude 和其他大型语言模型能够与戏剧语料库项目 API 交互，从而分析不同语言和时期的戏剧文本、人物关系网络和戏剧信息。

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that integrate with AI assistants like Claude and Cursor, providing custom tools, resource providers, and prompt templates.

MemOS

MemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, updating, and scheduling these memories.

AgentGo MCP Service

A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

Android Source Explorer MCP Server

Provides on-demand access to AOSP and Jetpack source code to help AI understand Android framework internals. It features a hybrid architecture using Tree-sitter and LSP for precise code extraction, cross-file navigation, and local source indexing.

BlobGuard MCP

A lightweight, multi-tenant blob storage and diff server that helps LLM coding agents manage large code edits while reducing hallucinations and maintaining work integrity.

DataMerge MCP

Enables AI assistants to enrich and retrieve company data by connecting to the DataMerge Company API. It supports operations such as starting enrichment jobs, fetching company records, and inspecting corporate hierarchies.

Yijing Bazi MCP Server

Provides traditional Chinese metaphysics analysis capabilities including I Ching divination (hexagram generation and interpretation) and Bazi (Four Pillars) fortune-telling with comprehensive life analysis covering career, wealth, relationships, and health predictions.

Mind Keg MCP

A persistent memory server that stores and retrieves atomic coding insights like architectural decisions and debugging patterns for AI agents. It enables agents to maintain institutional knowledge across sessions using semantic search and local SQLite storage.

Apps Script MCP

Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

IP Find

允许智能代理根据用户的 IP 地址获取其当前位置，或者获取任何 IP 地址的位置。

pabal-web-mcp

An MCP server for converting App Store Optimization (ASO) data from platforms like App Store Connect into Web SEO data. It enables the creation of synced websites, keyword research, and automated blog content generation based on app store metadata.

Dynatrace MCP Server

A remote MCP server that enables real-time interaction with the Dynatrace observability platform, bringing production-level monitoring data directly into development workflows.

NZBGet MCP Server

Enables users to control and monitor NZBGet Usenet downloads through natural language using MCP-compatible clients. It provides 17 tools for managing download queues, tracking history, and adjusting server settings like speed limits.

macuse

Connect AI with any macOS app. Deep integration with native apps like Calendar, Mail, Notes, plus UI control for all applications. Works with Claude, Cursor, Raycast, and any MCP-compatible AI.

Model Context Protocol Server

A server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.

OpenAI WebSearch MCP Server

Provides intelligent web search capabilities using OpenAI's Web Search API with reasoning models. Supports localized results, multiple model options, and automatic source citations for current information retrieval.

Google Ads MCP Server

Enables interaction with Google Ads through the Google Ads API using GCloud authentication. Supports GAQL query execution, performance data retrieval, account management, and resource discovery with pagination and multiple output formats.

NotebookLM MCP Structured

An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.

xiaohongshu-skill

MCP server for automating Xiaohongshu (RED Note). Publish posts, search content, comment, like, and analyze creator data on China's largest lifestyle social platform.

MCPify

A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Message Communication Protocol (MCP) tools, allowing AI agents to use existing REST APIs as if they were native MCP tools without manual implementation.

Codex Peers MCP

Enables peer discovery and direct messaging between multiple Codex sessions running on a single machine. It allows AI sessions to coordinate, find other active peers by repository or context, and exchange messages via a local broker.

Fibrous MCP Server

Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling AI agents to find swap routes, build transactions, and execute swaps across Base, Starknet, and Scroll networks.

📚 Microsoft Education MCP Server

微软教育 MCP 服务器

Cupcake MCP Server

Enables users to search and retrieve cupcake order records through natural language queries. Provides search functionality across order details and fetches complete order information by ID.

OpenSCAD MCP Server

Enables AI assistants to render 3D models by providing tools to execute OpenSCAD code and generate single or multi-perspective views. It returns high-quality PNG renderings directly to LLM applications for visual feedback and 3D model visualization.

Things MCP

Enables Claude to interact with Things 3 on macOS, allowing users to create, update, and manage to-dos and projects, list tasks, search items, and navigate through Things lists using natural language.