Discover Awesome MCP Servers

clude-mcp

A self-hosted MCP server that gives AI agents persistent, searchable memory with importance scoring, knowledge graphs, and autonomous memory consolidation.

mp-oneclick-publisher

Converts Markdown documents into formatted WeChat Official Account draft articles with automatic image generation and styling.

colab-fleet

Enables offloading heavy CPU/ML workloads to free Google Colab from any MCP client, with automatic job management and free-tier enforcement.

Tasks.md MCP Server

Enables AI-native task management using plain markdown files to create, update, query, and organize Epics, Stories, Tasks, and Milestones without requiring a database.

ZX84

An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading and running of Spectrum software with debugging, display, and audio features.

Tavily Cursor MCP Server

Enables web search, content extraction, question answering, and RAG context generation using Tavily API with Cursor-compatible underscore-named tools.

12306 MCP Server

A high-performance FastAPI backend for train ticket queries in China, supporting real-time ticket availability, station information, transfers, and train schedules through the Model Context Protocol for AI assistants and automation.

personal-brain-mcp

A personal-life database with 47 tools across 13 domains, enabling semantic search and retrieval of memories, food, home, health, and more from any MCP-aware AI client.

Slideforge

Remote MCP server that generates consulting-quality PowerPoint slides. Up to 100x faster than claude for presentations.

klydo-mcp

Fashion discovery MCP server for Indian Gen Z that enables AI assistants to search and discover fashion products from Klydo's platform.

Bybit MCP Server

Enables cryptocurrency trading on Bybit exchange through comprehensive market data access, account management, and automated trading operations. Features smart position validation, trailing stop losses, and risk management tools with demo mode support for safe testing.

Meshy AI MCP Server

Enables to generate 3D models from text and images, apply textures, and remesh models using the Meshy AI API.

cc-channel-mem

An MCP server and background daemon that captures Discord and Telegram conversations locally to provide persistent memory for Claude Code sessions. It enables hybrid search and automatic context injection of chat history to maintain continuity across development sessions.

NetSuite MCP Server

A Model Context Protocol (MCP) server providing access to NetSuite data through OAuth 2.0 with PKCE authentication. Works seamlessly with any MCP-compatible client including Claude Code, Cursor IDE, and Gemini CLI.

Unleash MCP Server

Enables AI coding assistants to manage Unleash feature flags, including creation, detection, evaluation, and best practices.

Serpex MCP

Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, Brave, Yahoo, and Yandex through the Serpex API. Features automatic engine routing, time filtering, and structured JSON results for reliable web search integration.

Twilio MCP Server

Enables AI-powered SMS messaging through Twilio with automatic conversation threading, message status tracking, and webhook support for receiving inbound messages.

gee-mcp

Enables downloading satellite imagery from Google Earth Engine as GeoTIFF files, supporting various datasets, bands, and region specification through natural language.

Commit Messages MCP Server

Um servidor MCP que ajuda a gerar mensagens de commit de alta qualidade com base nas alterações nos arquivos.

project-context-map-mcp

Generates structured project memory and exposes MCP tools for AI coding agents to query topology, read relevant files, and log changes in a repository.

MCP UI/UX Prompt Refiner

Transforms basic interface ideas into comprehensive, professional-grade UI/UX design specifications with detailed styling, animations, components, and accessibility requirements for websites, apps, and other digital interfaces.

test-emp-database-mcp

An employee-analytics MCP server backed by SQLite that provides hand-written SQL queries for common analytics tasks like salary ranking and department statistics. It self-seeds sample data, enabling immediate testing of GROUP BY, window functions, NULL handling, and subqueries.

Cocos Creator Local MCP

An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to create projects, edit scenes, and build WeChat Mini Games directly on a developer machine.

LLM Radar

MCP server that provides AI assistants with real-time, current information about AI models from OpenAI, Anthropic, and Google, including pricing, capabilities, and context windows.

Kimi K2 Heavy Processor MCP

Enables heavy computation and data processing tasks in Claude Desktop, including complex SQL operations, large-scale data transformations, and resilient batch processing with automatic retry mechanisms.

PatchEvergreen MCP Server

Provides breaking changes analysis for libraries across multiple languages, enabling version upgrade planning, dependency audits, and migration reports through MCP tool access and expert workflows.

Google Search Console MCP Server

Provides comprehensive access to Google Search Console data with enhanced analytics capabilities, supporting up to 25,000 rows of performance data, advanced filtering with regex patterns, and automatic quick wins detection for SEO optimization opportunities.

gtfs-pro-mcp

MCP server that provides tools for querying live transit data (stops, departures, routes, vehicles, alerts) from any WP GTFS Pro site, enabling AI assistants to answer rider questions.

Isolator MCP Server

A TypeScript server implementing the Model Context Protocol that provides secure code execution in isolated Docker containers, allowing LLM applications to safely run Python, Go, or JavaScript code snippets.