Discover Awesome MCP Servers

GEPA MCP Server

Implements the Genetic-Evolutionary Prompt Architecture for automatic prompt optimization, providing tools to optimize, quickly improve, and contextually adapt prompts.

Perspective AI

An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and trigger the right next step. Rigid forms cause drop-off, weaken qualification, and strip away context. Perspective uses adaptive AI to capture structured data and trigger automation, so you understand what truly matters to your customers and can make d

Remote MCP Server (Authless)

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing connection from Cloudflare AI Playground or Claude Desktop using the mcp-remote proxy.

Illustrator MCP Server

Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claude to execute ExtendScript, manage document structures, and export artboards. It provides integrated tools for logo and icon design, including access to curated color palettes and professional design guidelines.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers that can be connected to Claude Desktop or the Cloudflare AI Playground to expose custom tools remotely.

RLM-MCP

Implements the Recursive Language Model pattern, enabling LLMs to process arbitrarily long contexts through session-based document management, on-demand chunking, BM25 search, and artifact storage.

Hueflow SketchUp MCP

Connects Claude AI to SketchUp, allowing you to create and modify 3D models via natural language commands.

AOCS-OmegaMCP

A quality-first multi-agent reasoning framework with fractal verification, adversarial red-teaming, and self-audit pipelines, providing deterministic MCP tools for complex analysis tasks.

MySQL MCP

A tool that provides simple API to execute SQL queries and manage MySQL databases, designed to integrate with Cursor IDE for AI assistants to directly perform database operations.

MCP on Vercel

A deployment template for running Model Context Protocol servers as Vercel Functions. It provides a foundation for developers to build and host custom tools, prompts, and resources with optimized execution for MCP client integration.

User Info MCP Server

Enables AI assistants to access and manage user profile information including name, company, location, role, interests, and skills. Supports both static configuration files and dynamic session-based storage with automatic date context.

FileMCP

Minimal MCP file server for safe file operations under a local AgentFiles directory.

atiendo24-mcp-server

MCP server that connects Claude Desktop to Atiendo24 platform, enabling management of appointments, customers, conversations, leads, analytics, and WhatsApp messaging through natural language.

DeepSearch MCP

Enables web search and site-specific search capabilities through the Deepsearch model. Provides unified access to broad web retrieval and targeted site search functionality within the MCP ecosystem.

backend2mcp

Automatically converts Python web backends (FastAPI, Flask, Django) into MCP servers by exposing API routes as MCP tools with near-zero boilerplate.

google-fonts-mcp

MCP server for searching Google Fonts and generating complete CSS/Tailwind typographic systems with font pairings and modular scales.

mcp-routing-gateway

An MCP routing proxy that prevents LLMs from executing unintended tools. It securely curates, filters, and routes tools from multiple backend MCP servers. (LLMが意図しないツールを実行するのを防ぐMCPルーティングプロキシ。複数のバックエンドMCPサーバーからのツールを安全にキュレーション、フィルタリング、ルーティングします。)

ARES MCP Server

Provides access to the Czech ARES business registry API, enabling search and retrieval of official information about Czech companies, validation of IČO numbers, and filtering by various criteria like legal form, industry codes, and location.

OpenReview MCP server

Enables searching for users, fetching papers, and exporting research data from OpenReview conferences like ICML, ICLR, NeurIPS.

servarr-mcp

An MCP server for the Servarr stack — Sonarr, Radarr, Lidarr, Readarr, and Prowlarr — packaged as a Docker container. Lets an MCP client (Claude Desktop, etc.) browse and search whichever \*arr apps you're running.

india-stock-mcp

MCP server for Indian stock market data. Provides 16 tools for quotes, history, fundamentals, mutual funds, indices, corporate actions, options, IPOs, and portfolio analysis.

Finance MCP Server

Provides real-time financial data from Yahoo Finance, enabling stock price lookups, historical data analysis, company information retrieval, and multi-stock comparisons through natural language queries.

SSH MCP Server

A server that enables remote command execution over SSH through the Model Context Protocol (MCP), supporting both password and private key authentication.

claude-tradingview-mcp

An MCP server that lets Claude analyze your TradingView charts by reading the window and taking screenshots, with no write tools or trade execution.

MCP Bitget Trading Server

Enables AI assistants to interact with Bitget cryptocurrency exchange for spot and futures trading. Supports real-time market data, order management, account balances, leverage control, and position tracking with demo trading capabilities.

macOS MCP Server

Enables interaction with macOS system features including file dialogs, clipboard management, Finder integration, and system notifications. It also provides tools for taking screenshots, processing images, managing PDFs, and interacting with the Apple Notes app.

ESPN MCP Server

Enables access to live ESPN sports data for NFL, NHL, and NBA leagues, including standings, scores, schedules, team info, and playoffs through natural language queries.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting for abuse protection.

Xiaohongshu API MCP Server

A microservice that wraps Xiaohongshu (Little Red Book) API into a RESTful API server, enabling users to perform various operations on the platform such as retrieving notes, searching users and content, and accessing user information.