Discover Awesome MCP Servers

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).

stackchan-mcp

Bridges MCP-compatible AI assistants with the Stack-chan robot, enabling speech, listening, vision, movement, and facial expressions through MCP tool calls.

ZAI MCP Server

Provides web search, content extraction, and AI summarization capabilities using the GLM-4.7-Flash model. It enables users to perform web searches, fetch website data, and generate concise content summaries through integrated tools.

Sparkle MCP Server

Provides secure file access and clipboard history management for Claude AI and other MCP-compatible clients, with sandboxed file operations and search capabilities.

MCP Logback Analyzer

A FastMCP-based tool for analyzing logback log files to detect code defects and generate automated fix suggestions. It features intelligent stack trace filtering and token optimization to efficiently identify and resolve application errors.

MCP Configuration Editor

Enables safe management of MCP server configuration files for AWS Q Developer and Claude Desktop, including adding, updating, removing servers, automatic backups, and validation.

obsidian-headless-mcp

MCP server that provides tools and resources for AI models to interact with an Obsidian vault, enabling file operations, search, and management via the Model Context Protocol.

posthog-mcp

Enables AI agents to query PostHog analytics data directly via tool calls, including insights, events, feature flags, trends, and persons.

Xcode MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI xây dựng và kiểm tra các dự án Xcode trực tiếp thông qua một giao diện tiêu chuẩn hóa, với khả năng chạy thử nghiệm, theo dõi tiến trình và truy cập nhật ký theo thời gian thực.

webfetch

License-first federated image search for AI agents and humans. Exposes MCP tools for concise, attribution-aware image discovery, license probing, and guarded downloads across open, platform, and editorial sources.

LeadMagic MCP Server

Provides 19 B2B data enrichment tools for finding and validating emails, searching company profiles, analyzing job postings, discovering employee information, and researching advertising campaigns through the LeadMagic API.

Trae-OpenSpec MCP

An MCP server for Trae AI that enables automated creation and management of OpenSpec-compliant projects through natural language descriptions. It features tools for generating specification files, optimizing existing code based on specs, and deploying project templates without command-line intervention.

Cloud Custodian MCP

Generates, validates, and manages Cloud Custodian policies across AWS, GCP, and Azure using natural language prompts.

eks-maturity-advisor MCP Server

Enables scanning of EKS cluster maturity and repository configuration through MCP tools, providing diagnostic reports as markdown.

CabalSpy Wallet Tracker MCP

KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker, Leaderboard

YouTube Shorts & Instagram Reels MCP Server

Enables automated posting of videos to YouTube Shorts and Instagram Reels with OAuth 2.0 authentication, file validation, and comprehensive video processing capabilities. Provides MCP-compatible tools for seamless social media video uploads through a FastAPI server.

MCP Marketing Agency

Specialized MCP server for digital marketing and social media management, enabling content generation, hashtag optimization, planning, analytics, and engagement strategies.

Home Assistant MCP Server

Enables AI agents to control Home Assistant smart home devices via MCP, with zero external dependencies. Supports calling services, getting states, and looking up service parameters.

AgentCore MCP Server

A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling tool integration via FastMCP with streamable HTTP transport.

agent-secret

MCP server for one-time secret sharing, enabling AI agents to securely claim and store secrets (e.g., API keys) via claim codes without exposing them in chat transcripts.

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.