Discover Awesome MCP Servers

mcp-system-summary

Provides structured instructions to Cursor for generating comprehensive system summaries of Node.js/TypeScript codebases.

MCP-Markdown-RAG

A Model Context Protocol (MCP) server that provides a local-first RAG engine for your markdown documents. It uses a file-based Milvus vector database to index your notes, enabling LLMs to perform semantic search and retrieve relevant content from your local files.

WHOOP MCP Server

Enables LLMs to retrieve and analyze sleep, recovery, and physiological cycle data from the WHOOP API. It provides tools for accessing detailed metrics such as strain, HRV, and readiness scores through secure OAuth 2.0 authentication.

overtone-news-mcp

An MCP server that gives any agent real-time news plus the contextual intelligence to use it well — tone distribution, emerging stories, narrative shifts, spike alerts, and tone-over-time charts — powered by Overtone's publisher network. Works with any MCP-compatible client: Claude Desktop, Claude Code, Cursor, Windsurf, Codex, Kimi K2, and more.

filesystem-ts

Standalone TypeScript MCP server for filesystem operations with robust security, encoding support, and cross-platform path handling.

GhidraMCP

MCP server that allows LLMs to autonomously reverse engineer applications using Ghidra, exposing tools like decompilation, renaming, and listing methods.

MCP ts-morph Refactoring Tools

Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.

lewm-mcp

Enables visual anomaly detection for Claude Code agents by computing surprise scores between frames using a ViT encoder, allowing detection of UI changes and video anomalies.

MCP Obsidian

Một triển khai máy chủ cho phép các trợ lý AI đọc, tạo và thao tác các ghi chú trong kho lưu trữ Obsidian thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol).

DolphinScheduler MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép các tác nhân AI tương tác với Apache DolphinScheduler thông qua một giao thức tiêu chuẩn, tạo điều kiện cho việc quản lý quy trình làm việc dựa trên AI.

genai-lab

Exposes tools for semantic search and RAG-based Q\&A from a local knowledge base, along with resources and prompt templates.

Agentic-AI-Projects

Về kho lưu trữ này: Kho lưu trữ này giới thiệu một bộ sưu tập các dự án AI có tính chất tác nhân (agentic) trong nhiều lĩnh vực khác nhau, thể hiện các ứng dụng thực tế của các tác nhân AI với các khuôn khổ, kỹ thuật và công cụ khác nhau.

FlagCheck Job Analyzer

MCP server that analyzes job descriptions for ATS compatibility, red flags, salary benchmarks, and keyword optimization. Accepts $0.01 USDC per request via x402 protocol.

Acme Operations Assistant

MCP server providing business tools for customer support and account management, integrated with SQLite, OpenAI, and Streamlit.

Code Graph MCP

A local MCP server that indexes codebases into Neo4j and provides tools for code analysis, dependency visualization, and impact assessment.

finwatch-mcp

Enables natural language portfolio monitoring, risk analysis, and compliance checking with tools for real-time portfolio status, risk metrics, anomaly detection, SEC filings search, market KPIs, and compliance validation.

text-to-speech

Enables text-to-speech conversion using Google Translate's TTS, supporting many languages and accents, and saving MP3 files.

@aegis-ai/mcp-scraper

Enables intelligent web scraping with support for static pages, JavaScript-rendered SPAs, and natural language data extraction.

apple-mcp

A unified MCP server for macOS native apps, currently supporting Calendar and Reminders via EventKit with bidirectional sync, and Mail planned.

Conan MCP Server

A Model Context Protocol server for Conan package manager integration, enabling dependency management, project creation, and security scanning via natural language.

Cuprice MCP Server

Public MCP server for integrating Cuprice pricing widgets from AI tools like Cursor, Claude Desktop, and Claude Code.

Appknox MCP Server

A Model Context Protocol server that wraps the Appknox CLI for mobile application security testing.

image-generator

image-generator

Doc Monitor MCP

Enables AI agents to monitor web documentation for changes, perform semantic search with RAG, and analyze breaking changes in APIs.

keepa-adapter

MCP server for Amazon product monitoring via the Keepa API, providing 18 tools for prices, BSR trends, buy box changes, variation families, sales estimates, coupon/deal tracking, seller stats, category lookup, and promotion impact analysis.

propresenter-mcp

Enables complete control over ProPresenter presentations through the ProPresenter API, supporting 231 endpoints for managing presentations, announcements, audio, media, playlists, and more.

MCP SFTP Orchestrator

Enables remote server management through SSH/SFTP with persistent task queuing, system monitoring, file transfers, service status checks, and API health monitoring through a unified interface.

paperclip-mcp

MCP server that exposes the Paperclip control plane API as tools for Claude Code agents — manage issues, coordinate agents, post comments, and orchestrate work without direct API calls.