Discover Awesome MCP Servers

PR-Reviewer

Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.

google-ads-mcp

MCP server for Google Ads API — 22 tools for campaigns, keywords, RSAs, assets, audiences, geo/device performance, impression share, auction insights, and budget pacing. Community edition with B2B/agency-focused tooling beyond the official Google MCP.

ADI Chain MCP Server

Enables AI agents to query and execute ADI Chain operations, including canonical bridge deposits/withdrawals, CCIP transfers, balance checks, and funding path planning.

qsearch

Enables AI agents to perform web searches with full content retrieval and multi-engine provenance, including trust scoring and local corpus persistence, via MCP integration.

playwright-mcp

Enables LLMs to autonomously navigate, type, click, and extract data from web pages using Playwright, without hardcoded selectors.

WhatsApp MCP Server

Enables AI agents to interact with your personal WhatsApp account, allowing them to search messages and contacts, retrieve chat history, and send messages to individuals or groups. Uses WhatsApp Web API with local data storage for privacy and security.

Tribunal TRT5: Certidão Eletrônica de Ações Trabalhistas (CEAT)

MCP server for querying official Brazilian labor lawsuit certificates (CEAT) from Tribunal TRT5, read-only and available to any MCP client over HTTP.

Pica MCP Server

Una implementación en TypeScript del servidor del Protocolo de Contexto de Modelo para Pica que permite a los usuarios de Claude Desktop interactuar con plataformas conectadas como Gmail, Google Sheets, Slack y bases de datos a través de comandos en lenguaje natural.

mcp-agent-app

Converts GeoJSON geometries into 3D triangulated meshes using a local LLM (Ollama), exposing an MCP tool for mesh generation.

Skills Wiki

AI skills marketplace, management and connector

Dokploy MCP Server

A middleware service that allows LLMs and AI assistants to directly interact with the Dokploy platform through a standardized interface, providing access to Docker, project, and application management capabilities.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Remote MCP Server Template (Authless)

A template for deploying custom MCP servers on Cloudflare Workers without authentication. Enables users to create and deploy their own tools accessible from Claude Desktop and AI Playground via SSE endpoints.

Email Send/Receive MCP Server

Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols with support for attachments, HTML content, and email validation.

Automation Script Generator MCP Server

Processes test scenarios from user prompts to generate complete WDIO test suites with intelligent file management that analyzes existing files to determine whether to update them or create new ones.

verify-gate-mcp

Enforces that tasks are created with criteria, claimed by one agent with evidence, and verified by a different agent, preventing self-verification and ensuring independent validation.

Shopify Storefront MCP Server

Enables interaction with multiple Shopify stores simultaneously through the Storefront API. Supports product search, cart management, and store operations across configured Shopify stores through natural language.

PDF Processor MCP Server

A Model Context Protocol server that enables Claude to fetch, process, and extract information from PDF documents, including LaTeX mathematical equations.

researchSync

Enables retrieval of arXiv paper metadata and storage in a Notion database, allowing querying via MCP hosts like Claude Desktop.

QuickChart MCP Server

Enables generation of various chart types (bar, line, pie, radar, etc.) using QuickChart.io and Chart.js configurations, with options to generate chart URLs or download images locally.

logimu-shopping-mcp

Real Amazon (US, UK, DE, CA, AU) & Walmart shopping data for AI assistants: ranked product shortlists, current prices, live stock, real ratings, and price/BSR history from a 17M+ product warehouse. Free hosted endpoint, no signup — 30 queries a day.

seoul-air-quality-mcp

MCP server for querying Seoul's official air quality data, including real-time and hourly measurements by district. Enables AI assistants to answer questions about fine dust and air pollution using public data from Seoul Open Data Plaza.

L4

Enables MCP clients to access and manage a personal markdown knowledge base stored in Cloudflare R2. Provides tools for listing, reading, writing, searching (full-text and semantic), and following backlinks between notes.

ica-mcp

Enables AI agents to read and edit ICA shopping lists in natural language, using an unofficial interface to ICA's private API.

vmware-fusion-mcp-server

Enables AI assistants to manage VMware Fusion virtual machines on macOS using the vmrun CLI, including starting, stopping, and snapshot operations.

iptorrents MCP Server

Enables searching and downloading torrents from iptorrents.com using browser cookie-based authentication, with features like filtering, sorting, and freeleech detection.

Oura MCP Server

Provides read-only access to Oura ring biometrics via the Oura API, enabling Claude to query daily summaries, sleep, readiness, stress, workouts, baselines, and heart rate data. Designed to complement a Strava connector for joint analysis of training and recovery.

DiagBridge MCP

Enables AI agents to diagnose Windows computer problems safely through a consent-first, read-only default remote diagnostics bridge.

Modular MCP Server with Python Tools

A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.

x64dbg MCP Server

Enables AI assistants to control the x64dbg debugger through natural language, providing tools for breakpoints, memory, disassembly, tracing, PE dumping, and anti-debug bypass, all locally via stdio.