Discover Awesome MCP Servers

WaterCrawl MCP

Provides AI systems with web crawling, scraping, and search capabilities through WaterCrawl's API, enabling content extraction, site mapping, and web search with customizable options.

Structural Biology MCP Server

Enables interaction with the RCSB Protein Data Bank to search, analyze, and visualize protein structures. It provides specialized tools for downloading coordinate files and performing structural modifications like residue mutations and metal atom replacements.

Miden MCP Server

개발자를 위한 Miden MCP 서버

WinCC Unified MCP Server

Enables AI assistants to interact with SIEMENS WinCC Unified SCADA systems through their GraphQL API, supporting operations like reading/writing tag values, browsing objects, querying historical data, and managing alarms.

ORZ MCP

Provides web search capabilities across multiple engines and webpage content fetching to simplified Markdown. It enables AI assistants to access real-time internet information and extract text from specific URLs.

BULC Building Designer

Connects Claude Desktop to BULC fire simulation software for AI-powered building design, enabling natural language creation of rooms, walls, and multi-story structures with spatial awareness and undo/redo support.

plurk-mcp

A secure Model Context Protocol server for interacting with Plurk, allowing agents to read account context, post updates, and manage replies. It includes built-in safety guardrails such as daily post limits and reply cooldowns to ensure controlled execution.

YYSK MCP Server

An enterprise internal knowledge base assistant that enables AI models to retrieve company wikis, regulations, and notices via the Model Context Protocol. It features a built-in React management dashboard for content editing and utilizes SQLite for efficient keyword and category-based searching.

Project Portfolio Guide MCP Server

A Model Context Protocol server that helps collect and structure project portfolio information through a guided conversation flow.

DocuSign MCP Server by CData

This read-only MCP Server allows you to connect to DocuSign data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

MCPFlux

AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) including context-aware image editing, async task management, and built-in model guide.

S3 MCP Server

Enables interaction with AWS S3 through MCP, supporting bucket and object management, lifecycle configurations, tagging, policies, CORS settings, presigned URLs, and file uploads/downloads.

SiYuan Note MCP Server

SiYuan Note 시스템과 통합되어 AI 모델이 노트북 관리, 문서 작업, 콘텐츠 조작을 위한 포괄적인 명령을 통해 노트 데이터에 접근하고 조작할 수 있도록 하는 MCP 서버 구현.

wlater MCP Server

Provides secure, read-only access to Google Keep notes and lists, enabling AI assistants to search, retrieve, and view your Keep data without modification capabilities.

Agentforce MCP Server

이 MCP 서버는 Salesforce Agentforce API와 상호 작용하는 도구를 제공하여, Salesforce 상담원과의 인증, 세션 생성 및 메시지 교환을 가능하게 합니다.

Xmind Generator MCP Server (Unofficial)

A Model Context Protocol (MCP) server for generating Xmind mind maps.

seedflip-mcp

Give your AI coding agent design taste. 104 curated design seeds with colors, fonts, spacing, and shadows. Query by vibe, brand, or style.

Vercel MCP

An MCP server that provides various tools for interacting with the Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language commands.

Relay Protocol MCP Server

Enables cross-chain bridging, multi-chain token swaps, and real-time pricing across over 50 blockchain networks using the Relay Protocol REST API. It allows users to browse thousands of tokens, generate quotes, and monitor transaction status directly through natural language.

Ollama_MCP_Guidance

Ollama API와 상호 작용하기 위한 표준화된 인터페이스를 제공하는 모델 컨텍스트 프로토콜 서버입니다. JSON 응답, 오류 처리, 그리고 LLM 기반 API 호출에 대한 지능적인 안내를 제공합니다.

GAS MCP Server Advanced

An enterprise-grade MCP server that integrates AI agents with Google Sheets and Apps Script using over 100 specialized tools for automation and data analysis. It features a self-healing architecture with advanced security and observability for production-ready workflows.

Backend Architect MCP Server

A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.

Stevia Store MCP Server

Enables managing an organic stevia products e-commerce store through natural language, including product catalog management, customer service, order processing, and sales analytics. Provides a complete backend for Organital's stevia business with Hebrew language support.

MAXIA

MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agents discover, buy, and sell services to each other. Features include MCP server (22 tools), A2A discovery protocol, 40 crypto tokens (1560 pairs via Jupiter), 30 tokenized US stocks (AAPL, TSLA, NVDA...), GPU rental at cost price (8 tiers, RTX 4090 to H100), DeFi yield scanning, crypto sentiment analysis, rug pull

Project Guardian MCP

A focused project memory system that provides knowledge graph capabilities and SQLite database operations for intelligent entity tracking and workflow management. It enables AI models to maintain persistent project context through 17 specialized tools, 10 resources, and 27 pre-built prompts.

HWPX MCP Server

Enables AI models to read, create, and edit Korean HWPX documents with advanced support for tables, paragraphs, styles, and images. It features enhanced stability through atomic file writing and smart layout recalculation to prevent document corruption.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) to help developers get started.

X MCP Server

Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, allowing users to manage bookmarks, create tweets, and access user information with encrypted token storage and automatic refresh.