Discover Awesome MCP Servers

Basalt MCP

A security-hardened MCP server that enables AI models to safely interact with Obsidian vaults through sandboxed file operations and todo tracking. It implements strict validation layers and resource limits to protect the local filesystem from potentially hostile tool calls.

Force Fabric MCP Server

Provides live optimization analysis and health checks for Microsoft Fabric items including Lakehouses, Warehouses, Eventhouses, and Semantic Models. It enables users to detect performance bottlenecks, data quality issues, and security vulnerabilities using over 100 automated rules.

Confluence MCP Server

FastMCP 기반 서버로, Confluence REST API와 원활하게 통합되어 Confluence 스페이스, 페이지 및 콘텐츠 검색 기능에 대한 프로그래밍 방식의 접근을 가능하게 합니다.

OpenAlex MCP Server

OpenAlex API에 연결되는 MCP(모델 컨텍스트 프로토콜) 서버

Volatility3 MCP Server

Claude Desktop과 같은 LLM을 Volatility3 포렌식 프레임워크와 연결하여 사용자가 자연어 대화를 통해 메모리 덤프를 분석하고, 악성 코드를 탐지하며, 메모리 포렌식 작업을 수행할 수 있도록 합니다.

Playwright MCP

Enables browser automation through Playwright using accessibility tree snapshots instead of screenshots. Supports web scraping, form interactions, testing, and connecting to existing browser sessions with logged-in accounts.

Project Synapse

An MCP server that transforms text into knowledge graphs and autonomously generates insights by combining Montague Grammar with Zettelkasten methodology.

LumenCore

Provides AI coding assistants with persistent project memory to retain architectural decisions, code patterns, and domain knowledge across sessions. It stores data locally in a SQLite database, allowing agents to remember, recall, and manage project-specific context using full-text search.

MCP Vulnerability Checker Server

A Model Context Protocol server providing security vulnerability intelligence tools including CVE lookup, EPSS scoring, CVSS calculation, exploit detection, and Python package vulnerability checking.

pure.md MCP server

Cursor, Windsurf, Claude Desktop과 같은 AI 클라이언트가 웹 콘텐츠에 마크다운 형식으로 접근할 수 있도록 지원하며, 웹 차단 해제 및 검색 기능을 제공하는 MCP 서버.

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

eqsl-mcp

An MCP server for eQSL.cc that allows users to download incoming electronic QSL cards, verify specific contacts, and check Authenticity Guaranteed status. It enables natural language interaction with amateur radio logs and confirmation records through any MCP-compatible AI assistant.

MCP Browser Server

A Model Context Protocol server that enables AI assistants to interact with web browsers through Playwright, providing automation capabilities for navigation, interaction, and screenshots.

RooCode-RAG-Lookup

Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.

g-gremlin-salesforce-mcp

A dedicated Model Context Protocol server that enables AI clients to interact with Salesforce tools for data analysis and management via the g-gremlin CLI. It supports both read-only and write-enabled operations for seamless integration with tools like Claude Desktop and Cursor.

MCP-Community

MCP 서버 오픈 소스 커뮤니티

Jira MCP Server

AI 어시스턴트가 Jira와 상호 작용하여 티켓 가져오기, 댓글 추가, 티켓 상태 업데이트와 같은 작업을 수행할 수 있도록 하는 간단한 모델 컨텍스트 프로토콜 서버입니다.

Stacks AI MCP Server

A comprehensive MCP server providing unified access to over 144 tools for lending, trading, and staking across six major DeFi protocols on the Stacks Bitcoin Layer 2. It enables AI agents to perform complex blockchain operations and interact with the DeFi ecosystem using natural language commands.

Claude Code Memory Server

Provides persistent memory capabilities for Claude Code using Neo4j graph database to track development tasks, code patterns, solutions, and their relationships across sessions and projects, enabling contextual assistance and pattern recognition.

Korx Share MCP Server

AI가 생성한 모든 시각적 콘텐츠(차트/대시보드/HTML)에 대해 완전한 상호 작용성을 유지하면서 안전하고 공유 가능한 URL을 생성하고, Claude, DeepSeek, Grok, Gemini 등을 지원합니다.

code-guard-ai

The only Multi-LLM Compliance Engine (GPT-4o + Claude + DeepSeek). Auto-fix GDPR/LGPD risks and more 15 frameworks. code.guard.eu

Fal.ai MCP Server

Enables seamless integration with Fal.ai's 600+ image generation models including Flux and Stable Diffusion. Supports real-time streaming, workflow execution, and unified access to AI image generation through natural language.

Screenshot MCP (macOS)

A macOS-based MCP server that allows for capturing screenshots of displays and windows, as well as recording window activity to MP4 files. It leverages a Swift CLI backend to interact with macOS CoreGraphics and AVFoundation APIs for seamless screen capture management.

GitHub MCP Server

클로드와 같은 AI 어시스턴트가 GitHub 저장소, 이슈, 풀 리퀘스트와 상호 작용할 수 있도록 하는 모델 컨텍스트 프로토콜 서버.

GnuRadio

GnuRadio

Linkly MCP Server

Enables interaction with Linkly's URL shortener and link management platform. Supports creating and managing short links, viewing analytics, configuring custom domains and webhooks, and exporting click data.

Azion MCP Server Template

A Model Context Protocol server template deployed on Azion Edge Computing Network that provides a simple calculator tool for basic arithmetic operations.

SuiteCRM MCP Server by CData

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

Spark EventLog MCP Server

Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or local sources, providing performance metrics, resource monitoring, shuffle analysis, and automated optimization recommendations with interactive HTML reports.