Discover Awesome MCP Servers

velog-mcp

An MCP server for Velog, enabling reading, drafting, publishing, and backing up blog posts from Claude or any MCP client with permission controls.

puppet-ai

Full computer control for AI agents on macOS — see, click, type, scroll via MCP. Works with any app, all processing on-device with PII protection.

Tech Spirit Animal

Tech Spirit Animal MCP Server

VibeDefender MCP Server

Provides security assessment methodology, tool documentation, and step-by-step workflows to guide AI agents through vulnerability scanning, static analysis, and penetration testing of applications and URLs.

festo-codesys-mcp

An MCP server that turns AI assistants into competent Festo/CODESYS PLC engineers by grounding them in curated, manufacturer-accurate knowledge and forcing every artifact through a machine-checked validation pipeline for CODESYS import.

testrail-mcp

An MCP server for TestRail that prepares everything needed to generate test cases from Jira tickets, Confluence pages, or free-form specs and pushes them back to TestRail.

nc-dmv

Provides live wait times and office directory for North Carolina DMV driver license and license plate agencies, sourced from the state's machine-readable feed.

HubSpot MCP

Provides comprehensive access to HubSpot CRM data and operations, enabling management of contacts, companies, deals, engagements, and associations through a standardized interface with type-safe validation.

Excalidraw MCP Agent

Generates hand-drawn Excalidraw diagrams from natural language prompts or structured descriptions, with tools for creating, listing, and opening diagrams directly in the browser.

pathpilot-mcp-server

A starter template for building calculator-focused MCP servers using NitroStack, including tools, resources, and prompts.

FieldCure MCP RAG Server

A Model Context Protocol server for indexing and searching local document collections with hybrid BM25+vector search, optimized for Korean and English, supporting DOCX, PDF, audio, and more.

ASTRA MCP Server

Exposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousness proxies, ethics monitor) as MCP tools, resources, and prompts to AI assistants.

MCP Server

A modular server based on Model Context Protocol (MCP) that provides weather queries, mathematical calculations, and search functionalities.

Mealie MCP Server

Enables interaction with Mealie for managing recipes, meal plans, shopping lists, foods, units, tags, categories, and more through MCP.

zotero-mcp

MCP server that connects to a local Zotero library, enabling search, citation generation with CSL styles, and automatic bibliography updates in Markdown documents.

productHuntAnalyst

Enables AI agents to fetch and analyze Product Hunt trending products over 1-4 week periods, generating trend reports, top product lists, and category insights via MCP tools.

GSI Vector Tile MCP App

Enables interactive GSI map viewing with layer switching, location search, and tile info retrieval within chat.

design-token-bridge-mcp

Translates design tokens across platforms — extracts from Tailwind/CSS/Figma and generates native themes for Material 3, SwiftUI, and CSS variables with WCAG contrast validation.

fcp-sheets

MCP server for semantic spreadsheet operations that lets LLMs create and edit Excel workbooks by describing spreadsheet intent.

A-Eyes

MCP server enabling Claude Code to capture screenshots of Windows applications through WSL2, allowing AI to diagnose UI errors and verify layouts.

octodet-elasticsearch-mcp

Read/write Elasticsearch mcp server with many tools

chrome-bridge

An MCP server that lets LLM agents control all Chrome browser tabs via accessibility snapshots, element references, and a virtual cursor, supporting operations like click, type, navigate, screenshot, and video recording.

YouTube Transcript Extractor MCP

一个模型上下文协议（Model Context Protocol）服务器，它使 AI 助手能够从 YouTube 视频中提取文本记录，从而允许 AI 直接分析和处理视频内容。

BananaBanana MCP Server

Generates images, videos, and speech via Google Nano Banana, Veo, Omni, and Gemini TTS models with pay-as-you-go crypto payments, no subscription required.

Codex Android MCP

Enables Codex to inspect, test, and control Android emulators through adb with strict typed tools, returning screenshots as native MCP images and keeping physical devices and Gradle execution behind explicit opt-in policies.

GraphQL Schema

一个 MCP 服务器，它向像 Claude 这样的 LLM 暴露 GraphQL schema 信息。这个服务器允许 LLM 通过一套专门的工具来探索和理解大型 GraphQL schema，而无需将整个 schema 加载到上下文中。 (Alternative translation, emphasizing the functionality:) 一个 MCP 服务器，其作用是将 GraphQL schema 信息提供给像 Claude 这样的 LLM。 该服务器提供了一系列专用工具，使 LLM 能够探索和理解大型 GraphQL schema，而无需将整个 schema 加载到其上下文环境中。

@nor-data/statfin-mcp

MCP server for official statistics from Statistics Finland (Tilastokeskus) — the StatFin database, exposed through the PxWeb API. Search 3000+ tables, inspect their dimensions, and pull data as JSON-stat2.

vidwords-mcp

Search a YouTube video's transcript and get back only the moments that answer the question, each with a clickable timestamp deep link. Also reads the video's frames — slides, charts, demos and on-screen text — and verifies every citation against recorded evidence before returning it

YouTube MCP Extended

Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optimization, video scheduling, playlist management, and backups with safety guardrails.

Semantic Scholar MCP Server

Provides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.