Discover Awesome MCP Servers

Trello MCP Server

Enables managing Trello boards, lists, cards, labels, checklists, members, and attachments through natural language via Claude Desktop.

PyTorch Documentation Search Tool

Provides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.

Hostaway MCP Server

Enables AI assistants to interact with Hostaway's property management platform through standardized MCP tools. Provides access to listings, bookings, guest communication, and availability checking for vacation rental management.

openair-3-mcp-oss

MCP server wrapping the openair R package for air quality data analysis, enabling time series loading, statistical summaries, and publication-ready plots like polar and calendar plots.

colab-mcp

Bridges a local AI agent to a Colab session in the browser, enabling code execution and file operations through the Model Context Protocol.

Netlify MCP Server

Enables AI agents to create, deploy, and manage Netlify projects and resources using natural language via the Netlify API and CLI.

Kagi Search

Kagi検索API連携

MCP Joplin Server

Enables AI clients to interact with Joplin notes through the Web Clipper API. Supports searching, reading, creating, deleting, and organizing notes and notebooks, plus scanning for uncompleted todo items.

mcp-finance-server

MCP server that provides real-time stock quotes and company summaries using the Alpha Vantage API. It enables natural language financial data queries in Claude Desktop and other MCP clients.

MCP Playground

A demonstration MCP server that provides access to a SQLite employee database with tools for querying users and profiles, sending emails via Mailtrap, and proposing project teams based on employee skills.

hyperliquid-mcp

Enables AI assistants to securely trade on Hyperliquid perpetual exchange, including order placement, position management, market data retrieval, and vault operations via natural language.

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.

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.

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.

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.

workflowy-mcp

Lets humans, scripts, and AI agents safely read, search, organize, and edit a WorkFlowy account.

Atlas Cloud MCP Server (Image / Video / LLM APIs)

Atlas Cloud MCP Server enables developers to access state-of-the-art AI models for image generation, video generation, and LLMs through a unified MCP interface. Fast, scalable, and cost-efficient alternative to traditional AI providers.

Agent Output Guard MCP

Validates agent outputs in multi-agent systems to prevent coordination failures, with tools for schema verification, hallucination detection, and freshness checks, all with zero LLM cost.

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.

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.