Discover Awesome MCP Servers

mcp-servers

Mcp server örnekleri

SparkMango

Sparkmango는 에이전트가 컨트랙트 ABI로부터 MCP 서버를 생성하고 사용할 수 있도록 합니다.

gloria-mcp

MCP server for Gloria AI curated crypto news. Provides curated, real-time cryptocurrency news digests, recaps, and search.

Lumar MCP Server

An MCP server that enables conversational access to Lumar SEO crawl data via its GraphQL API. It allows users to query projects, inspect crawl metrics, pull URL-level SEO data, and generate reports using natural language.

Supermemory MCP

A universal memory server that allows users to access their chat memories across different LLMs without requiring logins or payment.

Magic Hour MCP Server

Enables AI-powered media manipulation including face swapping for videos and photos, lip syncing, and face detection via the Magic Hour AI platform. It provides tools for uploading files, managing video projects, and processing content from both local files and YouTube URLs.

bilibili_mcp_server_full

설치하기 쉬운 Bilibili MCP 서버

ccontext

Provides AI agents with persistent execution context across sessions through local YAML files, enabling shared memory, task tracking, milestone management, and context hygiene for single or multi-agent workflows.

task

MCP 서버는 번역 작업을 환경적 행동으로 변환하기 위한 데이터 형식을 노출합니다.

MCP_Testing

Rust로 MCP 서버 테스트하기

Design Patterns MCP Server

Provides intelligent design pattern recommendations using semantic search through a comprehensive catalog of 200+ patterns across 20 categories. Users can describe programming problems in natural language to discover appropriate design patterns with contextual recommendations.

MeSH MCP

Connects Claude to the U.S. National Library of Medicine MeSH APIs to search and retrieve medical authority data, descriptors, and qualifiers. It enables library and metadata staff to perform subject analysis and confirm terminology within an AI-assisted cataloging workflow.

Twitter/X MCP Server

Enables AI agents to interact with Twitter/X through Playwright browser automation without requiring an official API key. It provides tools for posting content, searching tweets, reading feeds, and managing social interactions like follows and likes.

Code Context MCP Server

MCP 서버는 로컬 Git 저장소에 대한 시맨틱 검색을 제공하여 사용자가 저장소를 복제하고, 브랜치를 처리하고, 벡터화된 코드 덩어리를 통해 코드를 검색할 수 있도록 합니다.

filesystem-mcp

TypeScript 기반의 MCP 서버로, URI와 도구를 통해 사용자가 텍스트 노트를 생성, 접근하고 요약본을 생성할 수 있는 간단한 노트 시스템을 구현합니다.

Electron MCP Server

A Model Context Protocol server that provides comprehensive Electron application automation, debugging, and observability capabilities through Chrome DevTools Protocol integration.

Elysia MCP Starter

A template for building Model Context Protocol servers using Elysia and Bun runtime, enabling LLM clients like Claude Desktop and Cody to access custom tools, prompts, and data resources.

mcp-hilton

An MCP server that enables AI agents to search Hilton hotels, manage reservations, and check Hilton Honors status through browser automation. It supports the full booking flow, points redemption, and digital key access via natural language commands.

MCP SQL Server

An MCP server for Microsoft SQL Server integration that enables users to query, monitor, and analyze databases directly through Claude. It supports schema exploration, performance analysis, and optional write operations via natural language commands.

OpenShift OVN-Kubernetes Benchmark MCP Server

Enables comprehensive benchmarking and performance monitoring of OpenShift clusters using OVN-Kubernetes networking through automated data collection, AI-powered analysis, and report generation. Provides intelligent insights into cluster performance, bottleneck detection, and optimization recommendations.

TwinCAT Validator MCP Server

An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files using deterministic code quality tools and IEC 61131-3 OOP checks. It enables AI assistants to perform structural validation, apply safe fixes, and generate canonical code skeletons for industrial automation projects.

AINative ZeroDB MCP Server

Provides AI assistants with vector search and persistent memory capabilities using ZeroDB. Enables storing and retrieving context across sessions, semantic document search, and analytics through natural language interactions.

Claude Data Buddy

Enables conversational analysis of CSV and Parquet files through natural language, providing statistics, summaries, data type information, and comprehensive multi-step data analysis.

Cloud IoT API MCP Server

A Multi-Agent Conversation Protocol server that provides an interface to Google's Cloud IoT API, allowing agents to interact with and manage IoT devices and registries through natural language.

MCP Web Scraper Server

An advanced web search and scraping server that enables AI models to perform targeted DuckDuckGo searches and extract clean content, tables, and metadata from webpages. It provides specialized tools for news discovery, link extraction, and comprehensive search-and-scrape workflows.

TAKO MCP Server for Okta

Enables AI assistants to securely query and manage Okta resources for IAM and security administration. It supports dual-mode operation for standard tool interaction or autonomous agent workflows with sandboxed code execution.

Laravel AI MCP Server

Provides AI assistants with direct access to Laravel documentation, coding rules, and implementation templates stored locally. It enables searching documentation, retrieving design system guides, and accessing domain-specific code examples to streamline Laravel development.

TxtAI MCP Server

txtai는 시맨틱 검색, LLM 오케스트레이션 및 언어 모델 워크플로우를 위한 올인원 임베딩 데이터베이스입니다. 모든 기능은 API를 통해 제공될 수 있으며, API는 MCP를 지원합니다. 문서: https://neuml.github.io/txtai/api/mcp/

QuickBooks Time MCP Server

QuickBooks Time API 기능에 대한 통합 액세스를 제공합니다. 이 서버는 여러 QuickBooks Time 서비스를 단일하고 효율적인 인터페이스로 통합합니다.