Discover Awesome MCP Servers

symbolics-mcp

An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Genera machine over TCP. It bridges JSON-RPC requests to the Genera environment to return evaluation results, stdout, and stderr.

MCP Atlassian

An MCP server that integrates with Jira and Confluence to enable AI-powered issue management, content search, and document creation. It supports both Cloud and on-premise deployments, allowing users to automate workspace tasks through natural language.

Fess MCP Server

Fess 검색 엔진과 인터페이스하기 위한 MCP 서버.

MCP Weather

A TypeScript-based Model Context Protocol server that enables Claude Desktop to fetch real-time weather data via external weather APIs. It provides a simple integration for users to query current weather information through natural language interactions.

Hedera MCP Server

A production-ready Node.js server that enables decentralized communication between AI agents on the Hedera network, implementing the Model-Context-Protocol architecture with support for multiple Hedera Consensus Service standards.

LeaveManager

A Model Context Protocol server that enables users to manage employee leave through natural language. It provides tools to check leave balances, apply for leave, and view leave history via Claude integration.

signbee-mcp

Document signing for AI agents. Send markdown or PDF for two-party e-signing with a single tool call — handles PDF generation, email verification, and SHA-256 certified delivery.

Stock Market Research Assistant

So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com All you need is your API schema (OpenAPI/Swagger), and it automatically generates an MCP schema for you. You can then drop it straight into Claude Desktop (or Cursor, LangChain, etc.) and instantly start chatting with

HuggingMCP

A Model Context Protocol server that allows Claude and other MCP-compatible AI assistants to interact with the Hugging Face ecosystem, enabling repository management, file operations, search, and collections management through natural language.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Time Tracking MCP

Enables natural language time tracking through Claude with markdown file storage. Supports multi-company tracking, flexible time parsing, auto-calculated summaries, and commitment warnings all through conversational input.

Twitch-MCP-Smithery

A comprehensive Twitch MCP (Model Context Protocol) server providing chat moderation, stream management, and Twitch API integration for AI systems.

MCP-OpenAPI

OpenAPI 명세에 정의된 HTTP 메서드를 도구로 노출하여 모델 컨텍스트 프로토콜(Model Context Protocol)을 통해 API와 상호 작용할 수 있도록 하는 MCP 서버.

MCP JSON-RPC Server

Node.js로 구축된 초보자 친화적인 MCP 영감을 받은 JSON-RPC 서버입니다. 'initialize' 기능 핸드셰이크와 'echo' 함수를 통해 기본적인 클라이언트-서버 상호 작용을 제공합니다.

KDD Conversacional (mcpDataAnalysis)

A conversational copilot that guides users through the Knowledge Discovery in Databases (KDD) process to perform automated data profiling, analysis, and modeling via natural language. It enables the creation of interactive dashboards and manages the end-to-end analytical workflow within a secure sandbox environment.

Tech News Update Agent

A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent capable of making outbound calls and delivering friendly, jargon-free tech news updates.

MCP Medium Server

Enables AI assistants to publish posts to Medium with support for drafts, tags, canonical URLs, and follower notifications. Supports various publishing statuses and SEO optimization features.

Volcengine Knowledge Base MCP

Enables integration with Volcengine (火山引擎) knowledge base service through Claude Desktop, providing knowledge base search and conversational AI capabilities with secure credential management.

CHGIS MCP Server

Enables querying of China Historical Geographic Information System (CHGIS) database for historical place names, administrative divisions, and geographical data from 222 BCE to 1911 CE. Supports searching by place ID, name, year, administrative type, and retrieving historical context and hierarchical relationships.

Datadog MCP Server

Enables interaction with Datadog's monitoring platform through their API, providing access to monitors, dashboards, metrics, events, logs, and incident management data.

MCP Server für Kerykeion

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

mcp-server-hcp-terraform

HCP Terraform과 연동하기 위한 MCP 서버

YouTube MCP: AI-Powered Solution for Enhanced YouTube Experience 🚀

YouTube MCP 서버는 YouTube 경험을 혁신하도록 설계된 AI 기반 솔루션입니다. 사용자가 공식 API에 의존하지 않고도 YouTube 동영상을 검색하고, 상세한 스크립트를 검색하고, 동영상 콘텐츠에 대한 시맨틱 검색을 수행할 수 있도록 지원합니다. 벡터 데이터베이스와 통합하여 콘텐츠 검색을 간소화합니다.

Salesforce MCP Server

Claude를 Salesforce와 통합하여 Salesforce 데이터 및 메타데이터와 자연어 상호 작용을 가능하게 하는 MCP 서버 구현.

StealthMole MCP Server

Enables access to StealthMole's threat intelligence API for searching and monitoring threats across Deep & Dark Web, Telegram channels, leaked credentials, and ransomware incidents. Provides comprehensive cybersecurity intelligence through natural language queries.

MindMesh MCP Server

양자에서 영감을 받은 스웜(swarm) 방식으로 여러 전문화된 Claude 3.7 Sonnet 인스턴스를 오케스트레이션하는 모델 컨텍스트 프로토콜(MCP) 서버인 Claude 3.7 Swarm with Field Coherence. 패턴 인식, 정보 이론 및 추론 전문가 간에 필드 일관성 효과를 생성하여 앙상블 지능에서 최적으로 일관된 응답을 생성합니다.

Hello MCP Server

A simple demonstration MCP server that responds with "4" when greeted with "hello". Serves as a basic example for understanding MCP server implementation.

astro-mcp

Astro 프로젝트 개발을 지원하는 MCP 서버

Boosty MCP DeFi Platform

An enterprise-grade MCP server platform for executing real DeFi operations on Solana and EVM chains using natural language. It enables users to perform live trading, volume generation, and wallet management directly within Claude Desktop.