Discover Awesome MCP Servers

k-lottery

Enables checking lottery status, results, and purchasing tickets for the Korean Lotto 6/45 through natural language. Includes safety features like approval gates for financial transactions.

Alpaca MCP Server

Provides tools for interacting with the Alpaca Trading API, enabling trading operations like getting account information, placing/canceling orders, listing positions, and accessing market data.

Doctor Appointment MCP Server

Enables AI agents to manage doctor appointments by creating, finding, checking status, canceling, and rescheduling appointments through an MCP server that connects to an external appointment REST API.

Shopify MCP Server

Enables interaction with Shopify store data via the GraphQL Admin API to manage products, customers, orders, and collections. Supports multi-store configurations and provides comprehensive management tools for e-commerce administration in both local and remote environments.

mdgraph

Provides MCP tools to scan and navigate markdown repositories, offering graph-based overview, document reading, context retrieval, and orphan detection.

Git Helper AI MCP

Git Helper AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Google Ads MCP

Enables LLMs to interact with Google Ads accounts via tools like list_accounts and search_stream, using a standardized Model Context Protocol integration.

deliver-cli

Transforms AI agents into spec-driven product engineers by managing the software project lifecycle through requirements, design, implementation, and archiving phases with state-aware MCP tools.

Paprika SQL MCP Server

A Model Context Protocol desktop extension that allows Claude to query and interact with custom SQL databases in real-time during conversations.

ProduckAI MCP Server

Transforms scattered customer feedback from sources like Slack, Zoom, and JIRA into actionable product insights and AI-generated PRDs. It features over 50 tools for semantic clustering, sentiment analysis, and VOC-based prioritization to streamline product management workflows.

Processos TRT (Justiça do Trabalho)

Enables querying labor lawsuits (processos trabalhistas) in Brazilian Regional Labor Courts (TRT) using CPF or CNPJ, with read-only access and pay-per-use credits.

MCP Memory

Persistent memory server for AI assistants with semantic search and three-layer context (global, project, personality). Works with MCP-compatible AI tools like Claude Code, Cursor, Continue, Cline, and more.

seerr-mcp

Enables AI assistants to search media catalogs and request movies and shows on Overseerr or Jellyseerr, with automatic approval and availability checks. It runs as a Cloudflare Worker and integrates with Radarr/Sonarr for seamless media requests.

streamdeck-mcp

Enables AI to generate fully authored Elgato Stream Deck profiles with buttons, icons, colors, dials, and shell scripts from natural language prompts.

SAGE-MCP

A universal AI assistant MCP server that transforms Claude into a multi-talented development assistant with intelligent mode selection, conversation continuity, and smart file handling. Automatically adapts to different tasks like debugging, code analysis, planning, and testing while supporting multiple AI providers and maintaining context across conversations.

Elfa MCP

Elfa MCP 服务器 (Elfa MCP fúwùqì)

gpt-image-mcp

MCP server that exposes OpenAI image generation and editing as tools, focused on creating consistent character expressions by compositing edited regions onto a stable base image.

Google Analytics MCP Server

Enables querying Google Analytics 4 data using natural language through MCP clients like Claude and Cursor, supporting 200+ dimensions and metrics for traffic, user behavior, and e-commerce analysis.

sonovault-mcp

Provides access to the SonoVault music metadata API, enabling search and retrieval of information about 90M+ tracks, artists, labels, and releases, including ISRC, ISWC, and cross-platform IDs.

mcp-openidea-search

Enables federated search across 10 open-knowledge providers via Open Idea. Users can search for papers, code, datasets, models, hardware, and videos using natural language queries.

MCP Icon Generator

Generates app icons with customizable text, colors, and sizes, including complete iOS app icon sets.

@indica-facil/mcp-chatwoot

Exposes the full Chatwoot API as 129 tools for AI assistants, enabling account, contact, conversation, message, inbox, team, report, help center, automation, and custom attribute management, plus exclusive Kanban and scheduled message features.

Cutover MCP

An MCP server for interacting with the Cutover API, enabling management of cutover events and related operations through natural language.

Atlassian Bitbucket MCP Server

Enables AI assistants to interact with Bitbucket Cloud and self-hosted instances for pull request reviews, code search, repository operations, and managing PR comments and approvals.

Lore DB MCP Server

Provides tools for semantic search, CRUD, verification, and reindexing of documents in a local vector-based knowledge base, usable via HTTP or stdio.

@botozap/mcp

MCP server exposing WhatsApp Cloud API operations as tools for AI agents like Claude Code, Cursor, and Codex.

Plausible MCP

Enables natural language interaction with Plausible Analytics data to query traffic, visitors, engagement, and more using conversational questions.

MCPskills

Pre-install trust scoring & safety scanning for MCP servers, AI skills & npm packages — 15 signals incl. OSV/KEV/EPSS vuln intel and an auto-gate go/no-go.

MCP Server Examples

A collection of Model Context Protocol implementations ranging from a minimal hello-world to an autonomous AI agent for software development.

TypeScript MCP Server Boilerplate

A starter template for quickly developing Model Context Protocol (MCP) servers using the TypeScript SDK and Zod for schema validation. It includes example implementations for custom tools and resources like calculators, weather services, and system information.