Discover Awesome MCP Servers

helm-mcp

MCP server exposing the HELM dashboard REST API as tools for managing services, scripts, and system operations.

Superstore MCP Server

Enables interaction with Real Canadian Superstore to extract order history, browse products, and export purchase data. Supports authentication via bearer token and provides comprehensive order management and product discovery capabilities.

Salla MCP Server

Bridges AI assistants to Salla e-commerce stores for natural language operations on products, orders, and analytics.

Google Cloud Natural Language MCP Server

Enables Claude to analyze sentiment, extract entities, classify content, and analyze syntax via Google Cloud Natural Language API.

CATS MCP Server

Enables interaction with CATS (Complete Applicant Tracking System) API v3 through 163 tools across 17 dynamically-loadable toolsets, covering candidate management, job tracking, pipelines, companies, contacts, and complete recruiting workflows.

mcp-apple-obsidian

A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It provides extensive tools for interacting with Obsidian vaults, notes, and application state through AppleScript, URI schemes, and direct file system access.

MySQL Server

이 서버는 AI 모델이 표준화된 인터페이스를 통해 MySQL 데이터베이스와 상호 작용할 수 있도록 합니다.

ssh-mcp-server

SSH-based MCP server that enables remote execution of SSH commands, file transfers, and secure server management via the MCP protocol.

@crmsolid/mcp-server

Enables AI assistants to manage social DM inboxes and posting calendars across 12 platforms, allowing users to triage messages, draft replies, schedule posts, and pull stats from MCP clients.

Nextcloud Cookbook MCP Server

Integrates with the Nextcloud Cookbook app API to enable AI assistants to manage recipes, categories, and keywords. It supports listing, searching, creating, and importing recipes from URLs via a standardized Model Context Protocol interface.

Smart Colab MCP Bridge

Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python execution, enabling GPU/CPU code execution with smart timeouts and file management.

All-in-One Dev

All In One 모델 컨텍스트 프로토콜: qdrant, Google Suite (Gmail, 캘린더 등), Jira, GitLab, CLI 등

Terminally MCP

An MCP server that gives AI assistants the ability to create, manage, and control terminal sessions through a safe, isolated tmux environment.

ComfyPilot

An MCP server that bridges AI agents with ComfyUI for automated workflow building, execution, monitoring, and output routing.

cms-mcp

An MCP server that reproduces CoreNeo CMS calls for generating OIDs, exception IDs, screen names, and checking definition-name availability, using HTTP Basic auth and Java serialization.

mcp-ragchat

An MCP server that enables RAG-powered AI chat integration for websites by crawling content, building local vector stores, and generating embeddable chat widgets. It simplifies the setup of local chat servers with support for various LLM and embedding providers.

youtube-mcp

A local-first MCP server for inspecting and managing a creator-owned YouTube channel, using Google's official YouTube Data API v3 and Analytics API.

cron-mcp

Enables AI agents to parse, validate, explain, and preview cron expressions, surfacing common silent bugs before deployment.

mcp-nominatim

Enables geocoding and reverse geocoding from OpenStreetMap data using the free Nominatim API.

Google Threat Intelligence MCP Server

Enables LLM agents to access Google Threat Intelligence data, including IOC search, file/domain/IP/URL analysis, and threat hunting rulesets, for security investigations.

GitHub Trending MCP

Enables natural language queries to search GitHub for trending repositories by topic, summarize project READMEs, and compare multiple repos to uncover ecosystem patterns.

PyBaMM MCP Server

Enables LLM-powered IDEs to search PyBaMM documentation and source code, with tools for full-text search, reading doc pages, and browsing source files from a local clone.

Barrier-Free Mobility MCP

This MCP server provides accessibility risk assessment for Seoul subway trips, considering wheelchair, stroller, and other mobility constraints. It offers tools to check station facilities, elevator status, and calculates risk scores for routes based on a deterministic engine.

chimeraforge

LLM deployment planner: given a model and a GPU, answers will it fit, will it hit your SLO, and what will it cost. Sizes VRAM and KV-cache from the model's real architecture, and labels every number measured, estimated, or unknown.

datacenter-mcp-server

Provides professional-grade data center engineering calculations including cooling, power, GPU thermal optimization, UPS/battery sizing, tier classification, and commissioning workflows, compliant with ASHRAE and Uptime Institute standards.

sdmx-data-mcp

An MCP server that lets AI assistants discover and retrieve official statistics from SDMX services, returning actual data observations rather than just query URLs.

MCP Server Codebase Analyzer

Analyzes TypeScript codebases for health issues, fetches system incidents, and generates remediation plans.

OpenClaw Docs MCP

Enables hybrid semantic and full-text search over OpenClaw documentation, with tools for chunk navigation, page outlines, and index statistics.

ComparEdge Pricing API MCP Server

Provides verified pricing data for SaaS, AI tools, and LLMs across 490+ tools. No API key required, returns sourced records with attribution links.