Discover Awesome MCP Servers

MCP Tool Factory

Generates production-ready MCP servers from natural language, OpenAPI specs, database schemas, GraphQL schemas, or ontologies.

Supavec MCP Server

Model Context Protocol을 통해 Supavec에서 관련 콘텐츠와 임베딩을 가져올 수 있도록 하여 Claude와 같은 AI 어시스턴트가 벡터 검색 기능에 접근할 수 있게 합니다.

mcp-stargazing

지구상의 모든 위치에서 천체의 (태양, 달, 행성, 별, 심우주 천체) 고도, 뜨는 시간, 지는 시간을 계산합니다.

MCP Todo Server

A distributed task management server that provides todo list operations with AI-powered task prioritization using OpenAI, built on Redis for shared state across multiple nodes.

brandsystem-mcp

Make your brand machine-readable. Extract identity from any website or PDF, compile into DTCG tokens and runtime contracts, govern brand compliance. 36 tools across 4 sessions.

@baselab-me/signals-mcp

Enables AI agents to create and post signal coins on the Base blockchain through tools for media uploads, transaction generation, and on-chain submission. It supports both fully headless automated execution and manual signing modes using the x402 payment protocol.

Confluence MCP Server

A server that enables AI models to interact with Confluence Data Center through REST API, providing operations like searching, reading, creating, updating, and deleting pages.

Dialogflow CX MCP Server

Enables AI assistants to integrate with Google Dialogflow CX for intent detection, session management, and conversational capabilities.

Jupyter Earth MCP Server

Jupyter 노트북에서 지리 공간 분석 도구를 제공하며, 특히 NASA 지구 데이터 세분화된 자료를 다운로드하는 모델 컨텍스트 프로토콜 서버 구현입니다.

yii2-mcp-server

Enables database schema inspection, Yii2 console command execution, and project management tools for Yii2 framework via Claude Code.

GitBook MCP Server

Provides programmatic access to GitBook's API, enabling AI assistants to search, retrieve, and analyze documentation content across organizations, spaces, and collections with 12 tools and 6 AI-powered prompts.

MCP Server with FAISS for RAG

거울

Grasshopper MCP

Enables AI-powered computational design in Rhino/Grasshopper with ML-based automatic layout optimization, component clustering, performance prediction, and real-time code execution in running Rhino instances.

Vizdown-MCP

Converts Markdown files into professional diagrams such as flowcharts, mind maps, and architecture diagrams using Mermaid.js and custom SVG renderers. It enables users to list, render, and export visualizations in multiple formats including SVG, PNG, and PDF.

MCP Microsoft Office

Connects AI assistants to Microsoft 365 accounts to manage emails, calendars, files, and Teams messages. It offers 71 tools and supports multi-user environments through a secure, customizable server architecture.

irs-taxpayer-mcp

39 tax tools for US individual taxpayers — federal/state tax calculations, credits, deductions, retirement strategies, audit risk, and tax planning. All calculations run locally, no data leaves the machine. Supports TY2024 and TY2025 (One Big Beautiful Bill Act).

Mcp Server

파이썬 MCP 서버

NPI Registry MCP Server

A Model Context Protocol (MCP) server for searching the National Provider Identifier (NPI) registry. This server provides tools to search and retrieve information about healthcare providers and organizations in the United States.

Crypto News MCP Server

AI 에이전트를 위한 NewsData의 실시간 암호화폐 뉴스 제공 MCP 서버

fsa-food-safety-mcp

Provides tools for UK FSA and EU food safety compliance, including business classification, HACCP auditing, allergen labeling checks, traceability, and recall procedures.

Selenium MCP Server

An MCP server for web automation using Selenium WebDriver, enabling AI assistants to navigate, interact with elements, take screenshots, and manage browser storage.

Thoth-Mem

Persistent memory for AI coding agents, storing learned architecture decisions, patterns, and bug fixes in a local SQLite database with full-text search, enabling agents to recall information across sessions.

Skill Vision Control (SVC)

A version management server for MCP skills that enables automated update detection, parallel version testing, and smart merging of custom modifications with official updates. It allows users to safely switch, rollback, and manage local skill versions through a standardized suite of MCP tools.

Tarkov MCP Server

Provides comprehensive access to Escape From Tarkov game data including items, traders, maps, quests, crafting recipes, and economy information through the tarkov.dev GraphQL API.

Lucide Icons MCP

lucide-icons-mcp

MCP Session Memory Bridge

Provides cross-session memory for AI agents by maintaining a rolling 24-hour event stream and searchable daily archives to prevent context loss. It enables agents to record, query, and retrieve historical events and decisions through a structured markdown-based workspace.

StyleTrace

Analyzes website references, images, screenshots, and HTML snippets to produce a design brief with style constraints, and reviews generated HTML against those constraints.

mcp-doc-chat

Enables interactive chat with AI models and document retrieval via the Anthropic API, supporting command-based prompts and MCP tool integrations.

GitHub Universal MCP Server

Provides a standardized interface for interacting with GitHub's tools and services through the Model Context Protocol, enabling unified API access and compatibility with MCP-compliant tools.