Discover Awesome MCP Servers

Malloy MCP Server

Malloy Publisher를 통해 Malloy 데이터 모델과 상호 작용하기 위한 MCP 서버

N Lobby MCP Server

A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.

App Store Scraper MCP Server

This is an MCP server that provides tools to LLMs for searching and analyzing apps from both Google Play Store and Apple App Store – perfect for ASO.

Intermedia Unite Voice MCP Server

Enables interaction with Intermedia Unite Voice API through authenticated REST endpoints. Provides tools for making API calls and managing OAuth credentials for voice communication services.

MCP Character Count

Enables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.

Garmin Workouts MCP Server

Enables creation, management, and scheduling of Garmin Connect workouts from natural language descriptions, plus viewing activities, calendar data, and weather information from completed workouts.

Gaphor MCP Server

모델과 상호 작용하다

memro MCP Server

Provides persistent memory for AI models by enabling the storage and retrieval of episodic, semantic, and procedural information through the memro protocol. It allows assistants to maintain long-term context via semantic search and chronological memory management.

Discord MCP Server

Enables comprehensive Discord bot management and server operations through MCP, including channel management, message handling, member moderation, role management, and voice operations. Provides secure Discord API integration with built-in permission controls and audit logging capabilities.

scvi-tools MCP Server

Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

MCP Apps Server

An MCP server template integrated with the OpenAI Apps SDK for building ChatGPT-compatible widgets with automatic tool registration. It provides a suite of interactive UI components and ecommerce examples for creating type-safe, theme-aware widgets.

MCP MongoDB Server

소규모 컨텍스트 창(3k 토큰)에 최적화되어 LLM과 MongoDB 데이터베이스 간의 인터페이스를 제공하는 모델 컨텍스트 프로토콜(MCP) 서버. 특히 소설에 적합함.

MCP Manual Generator

Automates the creation of application user manuals by capturing screenshots and generating documentation, supporting any web application through configurable workflows and MCP integration with AI assistants.

Pixeltable MCP Server (Developer Edition)

An experimental multimodal AI data infrastructure that allows users to manage tables, run local AI analysis like object detection, and automate data workflows. It includes an interactive Python REPL and introspection tools for exploring Pixeltable functions directly through Claude or Cursor.

Unstop MCP Server

Enables users to discover and search for Unstop hackathons through features like filtering, location-based discovery, and detailed event enrichment. It provides MCP tools and prompts that allow LLMs to compare events, plan searches, and access cached data for fast lookups.

MoneyWiz MCP Server

A Model Context Protocol server that provides AI assistants like Claude with secure, read-only access to MoneyWiz financial data for natural language queries and financial analytics.

Zendesk MCP Server

A lightweight, AI-native server that enables GPT-based AI agents to fetch real-time customer and organization context from Zendesk APIs dynamically.

einvoice-mcp

MCP server for DACH e-invoicing. Create XRechnung (UBL) and ZUGFeRD 2.3 (Factur-X CII) invoices, validate against EN 16931 rules, extract data from XML, and convert between UBL, CII and JSON formats.

MCP Linear.app Server

An MCP server that enables interaction with Linear.app's API for issue tracking, project management, and workflow automation. It allows users to create, update, and search issues, manage cycles and labels, and perform team operations through natural language.

Wireshark-MCP Integration Toolkit

MCP(Message Communication Protocol) 통합 Wireshark 패킷 분석기: 이 프로젝트는 MCP(Message Communication Protocol) 서버를 Wireshark와 통합하여 네트워크 패킷을 분석하고 상호 작용합니다. 이 도구는 Wireshark의 Lua 스크립팅 기능을 활용하면서 MCP를 사용하여 패킷 캡처, 분석 및 관리를 가능하게 합니다.

Hunter.io MCP Server

An MCP server that integrates with Hunter.io API to find and verify email addresses using domain and name information.

sbwsz

A server based on Model Context Protocol (MCP) that provides query and search functions for Chinese card information of Wanzhi brand.

dagster-mono-mcp

A lightweight MCP server providing a single tool to interact with Dagster instances via its GraphQL API for managing runs and logs. It features minimal token overhead and optional Cloudflare Access authentication for secure deployments.

🧠 Azure Self Help MCP Server

이것은 가이드 문제 해결사를 위한 Azure Help API용 MCP 서버입니다.

MCP4Meme

A FastMCP server that provides meme token analysis tools for tracking bonding curve progress, trading data, market trends, and discovering trending tokens in the Four.meme ecosystem.

Deep-Co

Compose Multiplatform으로 작성된 LLM용 채팅 클라이언트.

Slidev MCP Server

Enables AI agents to create professional Slidev presentations and export them to PDF directly through natural language commands. Supports multiple themes, code syntax highlighting, and various slide layouts for business, technical, and educational content.

MyCareersFuture MCP Server

Enables users to search for job opportunities in Singapore through the MyCareersFuture public API. Provides live job search dashboards with rich UI components for exploring software engineering and other job openings.

MCP Deployment

A simple demonstration MCP server that provides a sum_numbers tool for calculating the sum of a list of integers, built using the FastMCP framework.