Discover Awesome MCP Servers

research_mcp

An MCP server that mirrors the skills and workflows of an industry-leading research institute, providing research craft tools, retrieval, and knowledge resources for any MCP-capable client.

semrush-mcp

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

Redfish MCP Server

Enables AI agents to manage infrastructure through natural language queries to Redfish API endpoints, supporting listing endpoints and retrieving resource data.

@spatialy/huly-mcp

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

ClickHouse MCP Server

ClickHouseデータベースに接続し、ClaudeのようなLLMが自然言語クエリを通じてデータを探索・分析できるようにする、モデルコンテキストプロトコル（MCP）サーバー。

Transport NSW API Client MCP

Transport NSWのAPIと連携し、ユーザーが現在地周辺の交通機関の停留所を検索したり、交通機関のアラートや運行障害に関する情報を取得したりできるMCPサービス。

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-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.

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.

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.

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

シンプルな MCP サーバーで Qdrant にアクセスする

procurement-tools

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

Notes MCP Server

指定されたディレクトリ内のMarkdownノートを管理し、Model Context Protocolを通じて、ノートの作成、読み取り、更新、および一覧表示をユーザーに許可します。

Kubernetes MCP Server

Kubernetes および OpenShift コンテナ向けの Model Context Protocol (MCP) サーバー コンテキスト、Kubernetes、MCP、モデル、Model-Context-PR、OpenShift、プロトコル

Agoda Hotel API MCP Server

Provides live hotel room rates, availability, and guest reviews from Agoda, enabling searches by destination and dates, property details, and structured review data.

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.

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.