Discover Awesome MCP Servers

Jebmcp

jebmcp는 클라우드 환경에서 배치 작업을 관리하고 처리하기 위한 가벼운 도구입니다. 작업 스케줄링 및 모니터링을 간소화하여 개발자가 워크플로우를 최적화하고 생산성을 향상시키는 데 도움을 줍니다.

Amazon Security Lake MCP Server

Provides structured access to OCSF-normalized security data stored in Amazon Security Lake, enabling AI assistants to search for IP addresses, GuardDuty findings, and explore available data sources.

Xentral MCP HTTP Server

Enables integration with Xentral ERP system through a Model Context Protocol server, providing 100+ tools for managing daily ERP workflows like customer searches, orders, and other business operations.

Mathematical-Visualization

The MCP protocol server based on JSXGraph provides 13 mathematical visualization tools suitable for educational mathematics, engineering, and scientific applications.

Network Diagram MCP Server

Creates and visualizes network diagrams through MCP tools for adding nodes and edges, with real-time web interface and REST API for building architecture diagrams interactively.

Claude Session MCP

Provides Claude Code with programmatic session awareness to track context usage, session history, and task progress. It enables intelligent context reset recommendations and automatic synchronization of project planning documentation.

kwrds.ai MCP Server

Model Context Protocol server that enables AI assistants to perform keyword research, SEO analysis, and content planning through natural language queries against kwrds.ai's SEO tools.

Flex MCP Agent

Flex MCP Agent는 MCP 서버와 연동하여 사용자 쿼리를 처리하고 해결하도록 설계된 AI 기반 에이전트입니다. MCP 서버를 구성하기만 하면 손쉽게 확장되는 것을 볼 수 있습니다. 제한도 없고, 병목 현상도 없습니다.

camofox-mcp

Anti-detection browser automation MCP server. 18 tools wrapping CamoFox REST API with stealth fingerprinting that passes bot detection.

REST-to-Postman MCP

REST API 코드를 (NestJS 컨트롤러 또는 FastAPI 엔드포인트와 같이) Postman 컬렉션 및 환경으로 변환하여 개발자가 API 엔드포인트를 Postman과 자동으로 동기화하도록 돕습니다.

Document Extractor MCP Server

Extracts and stores documentation content from Microsoft Learn and GitHub URLs into PocketBase with full-text search, metadata preservation, and automatic collection management for easy retrieval and organization.

MediaWiki MCP Server

Enables LLM clients to interact with any MediaWiki wiki, supporting page creation/editing, search, file uploads, category browsing, and page history retrieval. Supports multiple wikis with OAuth2 or bot password authentication for both public and private wikis.

OneDrive/SharePoint MCP Server

Provides unified access to OneDrive and SharePoint through Microsoft Graph API, enabling file operations, SharePoint list management, Excel integration, and content search across personal and business Microsoft accounts.

MCP Content Credentials Server

Enables reading and verifying C2PA Content Credentials from images and videos through both embedded manifests and invisible watermarks. Supports direct filesystem access, URL checking, and provides structured provenance data including creator identity, AI generation info, and content authenticity.

Rezoomex MCP Server

Enables interaction with the Rezoomex API for project management and user story analysis. Provides real-time access to user stories, personas, project overviews, and user journeys with SSE support and secure bearer token authentication.

GraphRAG MCP Server

Model Context Protocol을 통해 Neo4j 그래프 데이터베이스와 Qdrant 벡터 데이터베이스를 결합한 하이브리드 시스템을 쿼리하여 강력한 시맨틱 및 그래프 기반 문서 검색을 가능하게 합니다.

MCP Canteen Server

A service that provides cafeteria dining statistics, allowing users to query breakfast and lunch attendance numbers within a specified date range.

DB Schenker Shipment Tracker

Tracks DB Schenker shipments by reference number, providing detailed shipment information including sender/receiver details, package information, and complete tracking history with automatic rate limiting and caching.

Megaraptor MCP

Enables AI assistants to interact with the Velociraptor digital forensics and incident response platform for endpoint management and threat hunting. It supports artifact collection, VQL query execution, and automated forensic investigation workflows.

stun-mcp

STUN (RFC8489) 바인딩 요청을 보내고 결과를 반환하는 MCP 서버

Screenshot Website Fast

Captures high-quality screenshots of web pages with automatic resolution limiting and tiling optimized for Claude Vision API and other AI models.

Strands Agent MCP

A Model Context Protocol (MCP) server that enables integration of Strands agents with Amazon Q and other MCP-compatible systems through a plugin architecture.

Outline Wiki MCP Server

Enables LLMs to interact with Outline wiki for document management, search, and collections, with optional AI-powered features including RAG-based Q\&A, semantic search, and document summarization.

F5 Cloud Status MCP Server

Enables real-time monitoring of F5 Cloud service status, including 148+ service components, active incidents, and scheduled maintenance windows with intelligent caching and dual data source reliability.

Mina Archive Node

Provides access to Mina blockchain data, enabling queries for events, actions, and network state information through a standardized interface.

AI Humanize Server

AI가 생성한 콘텐츠를 더욱 자연스럽고 인간적인 느낌으로 개선하는 데 도움을 줍니다. 고급 AI 감지 및 텍스트 개선 기능을 갖추고 있습니다.

SingleStore MCP Server by CData

SingleStore MCP Server by CData

AMap MCP Server

Non-official Model Context Protocol server that enables interaction with AMap's location services through clients like Cursor, Claude Desktop, Cline, and Windsurf.

HT-MCP

ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) in the same way a human does. It solves the challenge of agents stalling when they encounter interactive terminal commands.