Discover Awesome MCP Servers

MySQL MCP Server

An MCP server that allows working with MySQL databases by providing tools for executing read-only SQL queries, getting table schemas, and listing database tables.

mcp-uspto

An MCP server for searching and retrieving USPTO data, including patents, trademarks, assignments, and PTAB decisions. It allows users to research IP landscapes, track prosecution histories, and analyze inventor or assignee portfolios through integrated tools.

Remote MCP Server on Cloudflare

镜子 (jìng zi)

Node Terminal MCP

Enables AI agents to interact with terminal environments through multiple concurrent PTY sessions. Supports cross-platform terminal operations including command execution, session management, and real-time communication.

MCP ComfyUI Flux

Enables AI image generation using FLUX models through ComfyUI with GPU acceleration, supporting image generation, 4x upscaling, and background removal with optimized Docker deployment.

Remote MCP Server (Authless)

A template for deploying unauthenticated MCP servers on Cloudflare Workers that can be accessed remotely via SSE from clients like Claude Desktop or the Cloudflare AI Playground.

Sola MCP Server

A stateless HTTP server implementing the Model Context Protocol (MCP) that enables applications to interact with Social Layer platform data including events, groups, profiles, and venues via standardized endpoints.

Poetry MCP Server

Manages poetry catalogs with state-based tracking, thematic connections via nexuses, quality scoring across 8 dimensions, and submission tracking to literary venues, treating poems as artifacts with metadata stored in markdown frontmatter.

MCP MySQL Server

Enables Claude Desktop to interact with MySQL databases through secure query execution, schema discovery, and multi-database support with configurable read/write permissions and built-in SQL injection protection.

MCP Vision Server

Provides advanced image analysis capabilities including object recognition, OCR text extraction, and multi-turn visual dialogues using OpenAI-compatible APIs. It supports both local files and Base64 inputs with additional features for session persistence and web-based configuration management.

MCP Brain Service

Enables character management and semantic search for the Auto-Movie application through WebSocket communication. Supports creating characters with personality/appearance descriptions and finding similar characters using natural language queries with embedding-based similarity matching.

MCP Financial Datasets Server

Provides backtesting-compliant financial data including company financials, historical stock and crypto prices, and news with sentiment analysis from financialdatasets.ai API.

Grimoire

Provides D\&D 5e spell information through search and filtering tools. Access detailed spell data, class-specific spell lists, and spell school references powered by the D\&D 5e API.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries to view merge requests, code reviews, test reports, pipeline statuses, and respond to discussions.

PDF Generator API MCP Server

This MCP server enables interactions with the PDF Generator API for creating, converting, and managing PDF documents using natural language commands.

Semantic Mesh Memory (SEM) MCP Server

Provides a coherent memory layer for LLM agents that models beliefs as nodes in a constraint network to detect and surface semantic contradictions. It uses local embeddings and a hybrid geometric-logical energy model to identify conflicting information that requires review.

Google Services MCP Server

Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

Todo List MCP Server

A TypeScript-based MCP server that enables users to manage tasks through natural conversation with Claude. Features complete CRUD operations, priority management, tagging, search functionality, and intelligent productivity insights with robust Zod validation.

OnCall Runbook MCP Server

A streamlined MCP server designed for querying on-call runbooks through an optimized QA tool with intent recognition and risk assessment. It provides structured troubleshooting steps and supports graceful degradation to offline mode when LLM services are unavailable.

Google Workspace MCP Server

一个模型上下文协议服务器，提供与 Gmail 和 Calendar API 交互的工具，从而实现对电子邮件和日历事件的程序化管理。

Gemini Flash Image MCP Server

Enables text-to-image generation, image editing, and multi-image composition using Google's Gemini 2.5 Flash Image API. Supports flexible aspect ratios and character consistency across generations.

Dify MCP Server

一个基于 TypeScript 的服务器，用于连接 MCP 客户端和 Dify 应用，并将 Dify 应用动态地暴露为可在 MCP 客户端中直接使用的工具。

Runware MCP Server

Enables lightning-fast AI image and video generation, upscaling, background removal, captioning, and masking through the Runware API with automatic model selection and comprehensive validation.

FastAPI MCP Server

A Model Context Protocol server that provides tools for introspecting and analyzing FastAPI applications, including route discovery, model schema extraction, and source code viewing. It enables users to explore API structures, generate documentation, and debug dependency injection hierarchies through natural language.

fengchong-demo

风虫演示 (Fēng chóng yǎnshì)

PC-Control MCP Server

Enables control of Windows PC through Claude Desktop, including executing shell commands, managing system resources, controlling audio/power, launching applications, taking screenshots, and managing windows and processes.

MCP Rewatch

A Model Context Protocol server that enables AI coding assistants like Claude Code to manage long-running development processes, solving the problem where Claude Code cannot see output from processes like 'npm run dev' that don't exit immediately.

MySQL-Performance-Tuner-Mcp

MySQL MCP Performance Tuning Server - AI-powered MySQL performance tuning capabilities

MCP Fetch

一个模型上下文协议（Model Context Protocol，MCP）服务器，使 Claude Desktop（或任何 MCP 客户端）能够获取网络内容并适当地处理图像。