Discover Awesome MCP Servers

semrush-mcp

MCP server providing tools to access Semrush API data for domain analytics, keyword research, backlink analysis, and traffic analytics.

Agent Accessibility Auditor MCP Server

Audits a domain to determine if AI agents and crawlers can access and read it, returning a flat row of 42 fields covering llms.txt, robots.txt AI policy, structured data, render mode, and machine-readable endpoint discovery.

Google Workspace Code MCP

A code-first MCP server that provides a single tool to execute JavaScript or TypeScript with authenticated access to Google Workspace APIs. It enables flexible interactions with services like Calendar and Drive by running user-provided scripts through a built-in runtime environment.

MCP Servers Collection

MCP 서버 목록

Notes MCP Server

지정된 디렉토리에서 마크다운 노트를 관리하며, 사용자가 모델 컨텍스트 프로토콜을 통해 노트를 생성, 읽기, 업데이트 및 나열할 수 있도록 합니다.

Kubernetes MCP Server

Kubernetes 및 OpenShift 컨테이너용 MCP(Model Context Protocol) 서버, 컨텍스트, Kubernetes, MCP, 모델, 모델 컨텍스트 PR, OpenShift, 프로토콜

poc-mcp

A proof-of-concept MCP server that enables LLMs to read local text files and fetch real-time weather data through external tools.

react-dev-mcp

Enables safe, controlled filesystem operations and terminal command execution within allowed directories, with security rules to prevent access to sensitive files.

mcp-for-docs

Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

groundtruth

A crisis verification agent that fact-checks actionable instructions against official advisories using retrieval-augmented verification, exposed as an MCP server with verify_claim and corpus_info tools.

Qdrant MCP Server

간단한 MCP 서버로 Qdrant에 접근합니다.

procurement-tools

Connects Hermes to procurement pricing tools for BOM review, mock market data, cost calculations, and Excel report generation.

mcp-microlink

Enables interaction with the Microlink API for link previews and data extraction, requiring no authentication. It is part of the Pipeworx MCP gateway, providing access to over 673 live data sources.

Querytree MCP Server

Enables AI agents to add decision drafts, evidence, and counterarguments to a shared local decision state, while users confirm or reopen decisions in a web console. Prevents unverified agent answers from being silently turned into code.

YouTube Summary MCP Server

A powerful MCP server for summarizing YouTube videos with transcript fetching, intelligent summarization, key point extraction, and metadata retrieval.

timeweaver-mcp

Generates synthetic time-series test data with configurable trend, seasonality, noise, anomalies, and multiple correlated streams, outputting JSON, CSV, or SQL.

Mermaid Validator MCP

An MCP server that validates Mermaid diagram syntax and identifies diagram types across all major formats. It provides detailed parse-error messages for invalid diagrams without requiring external rendering processes.

MCP DeFiLlama Airdrops

Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiLlama with intelligent caching and advanced filtering capabilities. Supports automated scraping of airdrop information including values, deadlines, chains, and status for integration with automation workflows.

System Information MCP Server

Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

Swarm Orchestrator

An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.

arca-mcp

Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments, statuses, and labels through natural language, using your personal API key.

npi-verify

MCP server for looking up and searching US healthcare providers in the CMS NPPES NPI Registry.

mml-composemusic-mcp

MCP server for composing retro chip music (2A03 APU) using MML. It provides tools to generate WAV files, validate syntax, and create templates.

@spatialy/huly-mcp

MCP server for Huly platform enabling project management, issue tracking, and collaboration through natural language.

ClickHouse MCP Server

ClickHouse 데이터베이스에 연결하여 Claude와 같은 LLM이 자연어 쿼리를 통해 데이터를 탐색하고 분석할 수 있도록 하는 모델 컨텍스트 프로토콜(MCP) 서버.

Transport NSW API Client MCP

Transport NSW의 API와 상호 작용하여 사용자가 주변 위치의 교통 정류장을 찾고 교통 경고 및 중단에 대한 정보를 검색할 수 있도록 하는 MCP 서비스.

Open Food Facts MCP Server

Enables LLMs to search for food products and retrieve detailed nutritional information from the Open Food Facts database using product names or barcodes.

pg-mcp

A lightweight Postgres MCP server for safe database exploration and query analysis, read-only by default, with multi-database support.

Exarp

MCP server for project management automation, providing tools for project health, documentation, task management, security scanning, and CI/CD validation.

NIM Key Manager MCP Server

Enables Claude to manage NVIDIA API keys through an OAuth-secured MCP connector, including listing, dispensing, rotating, and revoking keys with RBAC and audit trail.