Discover Awesome MCP Servers

RAG MCP server

커스텀 지식 베이스와 통합되고 Cursor IDE에서 직접 트리거할 수 있는 RAG 워크플로우를 구현합니다.

Academia MCP

Enables searching, fetching, and analyzing scientific papers from ArXiv, ACL Anthology, Semantic Scholar, and Hugging Face datasets, with optional LLM-powered document QA and research proposal workflows.

mcp-nutanix

Nutanix Prism Central용 MCP 서버

YouTube Transcript DL MCP Server

A comprehensive MCP server for extracting YouTube video transcripts with support for multiple transports, languages, and output formats.

MOSTLY AI MCP Server

Enables LLM agents to interact with the MOSTLY AI Platform for generating synthetic data, including training generators, managing data connectors, executing queries, and generating synthetic datasets with OAuth 2.1 authentication.

SymPy Sandbox MCP

A secure mathematical computation sandbox that enables LLMs to perform symbolic math operations like algebra, calculus, and equation solving via SymPy. It features low-latency execution through pre-warmed process pools and provides standardized JSON outputs for reliable agent integration.

Google Contacts MCP Server by CData

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

exia-scenario-generator MCP Server

Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game engine and displays them in a separate window.

knowledge-rag

Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.

Clockify Master MCP

Integrates Clockify time tracking directly into Claude Desktop, enabling users to start/stop timers, manage projects and clients, create tasks, generate reports, and track productivity through natural language commands.

MCP Express Server for Netlify

A serverless implementation of the Model Context Protocol (MCP) that runs on Netlify Functions, allowing developers to build and deploy MCP-compatible services with minimal configuration.

Marketing Brain

Provides standardized brand guidelines and structured content templates for marketing assets like blogs, emails, and social media. It serves as a central source of truth for brand voice and strategy through an extensible file-based system.

Claude MCP Get

Windows 시스템에 MCP(Model Context Protocol) 서버를 설치하고 구성하기 위한 포괄적인 툴킷

StreamSets MCP Server

Enables complete StreamSets Control Hub integration through conversational AI, allowing users to manage data pipelines, monitor jobs, and interactively build new pipelines with 44 tools across 9 StreamSets services. Features persistent pipeline builder sessions that let users create complete ETL workflows through natural language conversations.

Python Simple MCP Weather Server

A tutorial-based MCP server that fetches real-time weather data from the OpenWeatherMap API for specified locations. It serves as a practical example for implementing the Model Context Protocol using Python and the FastMCP library.

MyShows MCP Server

A Model Context Protocol server that enables connecting LangChain or LangGraph agents to a MyShows.me profile, allowing users to manage and search for TV shows via API.

Tavily MCP Server

Provides AI assistants with real-time web search capabilities and intelligent data extraction from web pages through Tavily's advanced search API.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of calculator tools, greeting functions, and resource management.

telegram-mcp

A minimal Model Context Protocol server for interacting with Telegram bots via MTProto. It provides simple tools to send messages and retrieve chat history while serving as an easy-to-extend reference for developers.

MCP Documentation Server

Provides comprehensive access to MCP documentation through structured guides, full-text search, and interactive development workflows for building servers and clients.

mcp-micromanage

Controls coding agents by enforcing structured implementation plans with PRs and commits as work units, requiring user review at each commit checkpoint to prevent agents from going off track. Includes a visualization dashboard for tracking progress in real-time.

AusLaw MCP

Enables users to search and retrieve Australian legislation and case law with full-text content extraction. Provides structured results with citation metadata and OCR support for archival PDFs.

mcpServerStudy

MCP 서버 스터디

MCX (Modular Code Execution)

An MCP server that enables AI agents to execute sandboxed JavaScript and TypeScript code instead of calling individual tools directly. It significantly reduces token usage by allowing agents to filter, aggregate, and transform data locally before returning results.

Habitica MCP Server

Enables AI assistants to interact with the Habitica API to manage tasks, track habits, and engage in gamified productivity features like pet raising and inventory management. It allows users to control their Habitica account through natural language for a personalized and automated productivity experience.

Pterasim MCP Server

Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.

X(Twitter) V2 MCP Server

Twitter/X API v2와 상호 작용하기 위한 도구를 제공하는 MCP 서버 구현체

ECL MCP Server

Provides comprehensive access to the Europa Component Library (ECL) design system with semantic search across 50+ components, code examples, accessibility requirements, design tokens, and validation tools for building European Commission websites.

MCP Chess Server

Enables interaction with Chess.com's public API to retrieve player profiles and statistics including rating history and performance metrics for any Chess.com username.