Discover Awesome MCP Servers

mcp-server-mcsa

Enables predictive maintenance for electric motors by analyzing stator current signals to detect faults like broken rotor bars, bearing defects, and eccentricity, using spectral and envelope analysis techniques.

klone-mcp

A minimal MCP server for UW Hyak (klone) that exposes tools to run shell commands and write files remotely, along with documentation resources for klone-specific utilities.

ArvanCloud MCP Server

Enables AI agents to manage the entire ArvanCloud platform (compute, networking, storage, CDN, DNS, etc.) plus a cloud-DevOps toolbox for provisioning, Kubernetes, IaC, security, and networking through natural language.

google-ads-mcp-server

A FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to MCP Clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and keyword research capabilities.

SEO Checker AI MCP

SEO Checker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

NotebookLM MCP

Enables agents to interact with Google NotebookLM — ask questions, manage notebooks and sources, generate audio overviews, and extract citations — via a stealth Chrome automation layer.

Merkl MCP Server

MCP server providing tools to search, get, and aggregate Merkl opportunities. Enables querying campaign data, APRs, TVL, and more through natural language.

Fantasy-Football-Draft-MCP

MCP server that acts as a live fantasy football draft assistant, syncing ESPN or Sleeper boards and providing pick recommendations with reasoning and survival odds.

wechat-gateway-mcp

MCP server that lets AI agents manage WeChat Work customer relations via a self-hosted gateway, supporting contact/tag/content queries, group messaging previews and creation, and moment SOP rules with confirm-before-send safety.

Unity Prefab Parser MCP Server

Parses Unity text-serialized .prefab, .unity, and .asset files to output only Inspector-visible data in hierarchical YAML, reducing token usage by up to 96%.

koreanpulse

English-first Korean equity intelligence MCP — translates Korean DART filings, foreign-holder 5%-rule flows (BlackRock / Vanguard / Norges / GIC plus 16 more), activist filings (KCGI / Align / ValueAct / Elliott), and KRX industry news to English on demand. 7 MCP tools, OSS self-host under AGPL-3.0.

PostcardAI MCP Server

Enables AI assistants to create, design, and send physical postcards directly through the PostcardAI platform. It provides comprehensive tools for managing contacts, generating postcard designs from prompts, and tracking mailing delivery metrics.

RAGex

Gives Claude semantic search superpowers to find and reuse existing patterns in your codebase.

ClickUp MCP Server

Enables interaction with ClickUp's project management platform through comprehensive task management, workspace hierarchy navigation, time tracking, document management, and team member operations via the complete ClickUp REST API.

hydrawise-mcp

MCP server for Hunter Hydrawise irrigation controllers, exposing the Hydrawise REST API as tools for AI agents to manage watering schedules and controller settings.

gromacs-mcp

Enables running GROMACS molecular dynamics simulations through natural language, with tools for topology building, solvation, simulation management, and trajectory processing via the Model Context Protocol.

Splunk Automated Triage MCP Server

Provides tools to search Splunk logs, inject test data, and send triage emails, enabling AI-driven incident investigation.

HubSpot Email MCP Server

Enables Claude Code to create HubSpot marketing email drafts from Markdown and Word documents with automatic image handling and brand guidelines.

Senzii MCP Server

Enables interaction with the Senzii scheduling app, allowing users to manage schedules, sessions, and related data through natural language.

Lintbase

Developers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. 🤖 Stops AI

xing-mcp

An MCP server that enables searching and retrieving job listings from XING, including job details, salary estimates, and company job postings.

Obsidian MCP Server

Enables AI assistants to read, write, and manage Obsidian notes, folders, and periodic notes via the Local REST API, including search and command execution.

Polymarket MCP Server

Enables comprehensive read access to Polymarket prediction market data, including live prices, order books, and market statistics. It allows AI assistants to analyze events, search markets, and monitor real-time signals without requiring API keys or authentication.

hac-mcp

Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris Administration Console (HAC), enabling automated FlexibleSearch queries, ImpEx imports, Groovy script execution, and system administration across multiple environments with fine-grained permissions.

COPT-MCP

Enables AI assistants to access COPT solver documentation, example code, and citation formats via MCP protocol, reducing hallucinations when using COPT interfaces.

Weather Server

Provides access to weather alerts and forecasts for US locations using the National Weather Service public APIs.

rqbit Torrent Client MCP

Python wrapper & MCP server for the rqbit API

notebooklm-mcp-rpc

A pure-TypeScript MCP server for Google NotebookLM using the batchexecute RPC protocol. Enables management of notebooks, sources, chat, and artifact generation with no Python dependencies.

hive-mcp

Transforms idle LAN machines into a unified compute cluster for AI agents to offload CPU-intensive tasks like simulations and backtesting. It provides a broker-worker architecture that integrates with MCP-compatible tools to distribute workloads across a local network.