Discover Awesome MCP Servers

MCP Refactoring

Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.

MCP Server (Mortgage Comparison Platform)

Canonical MCP server for parsing Loan Estimate (LE) and Closing Disclosure (CD) PDFs into MISMO-compliant JSON with LLM-enriched context. Built for AI-driven mortgage automation, compliance, and decisioning.

MiniMax MCP

Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, video generation, image generation, and music creation through MCP clients like Claude Desktop and Cursor.

AuthMCP Gateway

Secure MCP protocol proxy with OAuth2 + Dynamic Client Registration (DCR), JWT auth, RBAC, rate limiting, multi-server aggregation, and a monitoring/admin dashboard.

New Relic MCP Server

Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, create synthetics, and annotate deployments — all from your MCP client.

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.

mcp-server-for-local

大家好！我是功能丰富的 MCP 服务，旨在打破设备与服务的隔阂，为用户带来便捷体验。 天气工具和气象平台联动，快速为用户推送全球实时天气，助力大家规划出行。控制浏览器工具模拟人工操作，自动搜索、浏览网页，大幅节省时间。摄像头工具调用本地摄像头拍照、录像，实现人脸识别，保障家庭安防。 为实现工具协同，我搭建了稳定框架，开发者可以基于现有服务进行拓展

pumperly-mcp

MCP server that exposes any Pumperly instance to LLMs, enabling real-time fuel price queries, station search, route planning, and geocoding.

Knowledge Graph Memory Server

Provides persistent memory for Claude by implementing a local knowledge graph to store and retrieve entities, relations, and observations. This enables long-term information retention and personalization across different chat sessions.

Android Debug Bridge MCP

Enables control of Android devices via ADB for automation and testing. Supports app management, screen capture, UI analysis, and input simulation through natural language commands.

FFmpeg MCP Server

Enables secure video and audio processing using FFmpeg commands in an isolated sandbox environment. Supports file management, Google Cloud Storage integration, and URL-based file transfers for AI-powered multimedia operations.

QoutaMCP

Enables inspection and analysis of project structures to detect languages, frameworks, entry points, and dependencies across multiple programming languages including Node.js, Python, PHP, Go, Java, and Rust.

gimp-mcp

MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.

MCP Router

MCP Router enables effortlessly manage your MCP (Model Context Protocol) servers

PromptLab MCP Server

Serves prompt templates through a standardized protocol for transforming basic user queries into optimized prompts for AI systems.

Bangumi TV MCP Service

Provides MCP access to the BangumiTV API, allowing users to retrieve and interact with anime, manga, music, and game information through natural language queries.

Aiqaramba

Browser-based QA testing for AI-built software. Agents open real browsers (via Selenium), navigate pages, fill forms, click buttons, and report findings. Two modes: targeted tests (30-90s) and full-site discovery scans (3-15min).

Verge MCP Server

Enables AI assistants to manage VergeCMS blogs through natural language, providing complete CRUD operations for blogs and articles with secure browser-based authentication and automatic token persistence.

Unclaimed SOL Scanner

Scan and claim reclaimable SOL from dormant Solana wallet accounts. The first Vibe Claiming MCP server.

Task Researcher

Researcher for AI Coding that analyzes task complexity and runs deep research (STORM) to decompose complex tasks into subtasks, as an MCP Server or CLI.

estat-mcp

MCP server for Japan's e-Stat (Government Statistics Portal). Search statistical datasets, retrieve data tables, and access metadata from official Japanese government statistics.

@402md/mcp

An MCP server that transforms SKILL.md files into executable tools for AI agents, allowing them to discover and pay for services via the x402 protocol. It supports automatic payments on Stellar and EVM networks, enabling seamless integration of premium API skills.

Restaurant AI MCP Server

Provides hospitality intelligence tools for restaurant optimization, including menu profitability analysis, food cost calculation, reservation management, review sentiment analysis, and allergen checking.

📚 PDF Reader MCP

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

Offorte Proposal Software

Offorte Proposal Software

ClickUp MCP Server

Enables AI assistants to interact with ClickUp tasks, analyze workflows, update statuses, manage custom fields, and add comments through the ClickUp API with built-in rate limiting and type safety.

Jira-GitLab MCP Server

Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, create branches, and automate SRE workflows from issue detection to fix deployment. Features AI-powered analysis for intelligent code generation and comprehensive automation across both platforms.