Discover Awesome MCP Servers

mcp-migration-tools

Provides AI-callable tools for modernizing legacy applications, including stack detection, API contract extraction, SQL to Flyway conversion, and migration effort estimation.

pdfeverything

Enables AI agents to perform 13 PDF operations (merge, split, compress, watermark, encrypt, and more) on local files via MCP.

Rember

Claude가 Rember용 플래시 카드를 생성할 수 있도록 지원하는 모델 컨텍스트 프로토콜 서버입니다. 사용자는 이 서버를 통해 간격 반복 복습을 통해 정보를 학습하고 기억할 수 있습니다.

Inventory Guard MCP Server

Enables AI agents like Claude Desktop to read vulnerability reports, trigger scans, and manage findings for the Inventory Guard self-hosted vulnerability watchdog.

claudeForSafari

Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency.

Deriv API MCP Server

AI 어시스턴트가 Deriv 트레이딩 API와 상호 작용하여 활성 거래 심볼 및 계좌 잔액 정보에 대한 액세스를 제공하는 모델 컨텍스트 프로토콜 서버입니다.

MCP Shrimp Task Manager

An intelligent task management system that provides structured workflows for AI Agents to plan, decompose, and execute complex programming tasks. It features a dedicated research mode for technical investigations and a task memory function to optimize workflows and avoid redundant coding work.

Sonde

AI infrastructure agent that gives Claude eyes into servers via a hub-and-spoke system with MCP endpoint, lightweight agents, and 19 integration packs for enterprise systems.

stackos-mcp

Exposes TRAID Agency's knowledge base, methodology, and Tech Radar evaluations as consumable MCP tools, enabling AI agents to search, learn, and document institutional knowledge without RAG.

lite-google-workspace-mcp

Lightweight MCP server for Gmail and Google Calendar, enabling email and calendar management via natural language with per-account processes.

simple-mcp-server

A simple MCP server offering three utility tools: UUID generation, temperature conversion, and text statistics.

Emacs Org-Mode MCP Server

An MCP server that enables Claude to manage Emacs org-mode task lists, journal entries, and projects with token-efficient tools and visual approval via Emacs ediff.

ui-kit

Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency React component library with 147 components, 3 weight tiers, physics-based animations, and OKLCH color system. Gives Claude deep awareness of the library's components, design patterns, and conventions. Includes 5 skills for component discovery, code generation, design system reference, tier selection, and accessibility

project-explorer-mcp

Analyzes Python project structure by exploring directory trees, extracting outlines from Python and Markdown files, and inspecting OpenAPI specifications.

nfl-mcp

An MCP server that provides access to over 12 years of NFL play-by-play data through a local DuckDB database. It enables users to query player performance, team statistics, and situational efficiency metrics like EPA and WPA using natural language.

labgrid-mcp

Local or self hosted LLM server for Labgrid hardware-in-the-loop device operations

NetBrain MCP

An open-source network operations integration platform that connects large language models with network devices through the Model Context Protocol, allowing AI assistants to perform network configuration, diagnostics, and management tasks.

mcprice

finance crypto

Mashov MCP Server

Enables interaction with the Mashov school management system API, allowing retrieval of grades, schedule, messages, and more through natural language.

Philips Hue MCP Server

AI 어시스턴트(예: Claude)가 자연어 명령을 통해 Philips Hue 스마트 조명 시스템을 제어할 수 있도록 하는 모델 컨텍스트 프로토콜 인터페이스.

CoverAI MCP Server

Automates cover letter generation and application question answering from job postings via local AI agents. Manages candidate profile and AI humanization rules to produce tailored, humanized application materials.

nano-banana-mcp

Generates images using Google's Gemini model, with options to save to file or return as base64 data URL.

coolify-mcp

MCP server for Coolify API that enables full deployment workflows from zero to production, including project, server, and application management.

MATLAB MCP Server

MATLAB 엔진 API를 사용하여 Python에서 MATLAB 코드를 실행할 수 있도록 하여, 여러 요청에 걸쳐 공유 MATLAB 세션을 활성화함으로써 Claude Desktop과의 원활한 통합을 가능하게 합니다.

peru-gob-mcp

MCP server for Peruvian government data, enabling search and anomaly detection in public procurement (OSCE) and legislative tracking (Congress), plus semantic search over both domains.

ZAP MCP Proxy

A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Protocol tools, enabling AI agents to perform automated security scanning.

MindSwap

Local-first AI context and memory server for cross-tool coding continuity. MindSwap helps developers and coding agents persist repo state, search prior decisions, manage structured memory, resume interrupted work, and share one continuity layer through CLI and MCP.

DocDex

An MCP server that turns a directory of markdown documentation into searchable, citable tools for AI assistants, enabling them to find, read, and reference specific sections with auditable citations.

q0t-telegram-mcp

A production-quality Telegram MCP server that sends messages via Telegram API, fixing bugs in the reference implementation. Provides tools to list dialogs, read messages, send messages, and mark chats as read.

tutu-mcp-kit

MCP server for searching multi-transport routes and hotels, enabling trip planning with combined ticket and hotel options and deep links to purchase on Tutu.ru.