Discover Awesome MCP Servers

Unstructured API MCP Server for Research Paper Data Processing

Unstructured MCP 해커톤을 위한 GitHub 레포지토리입니다.

lol-mcp

A FastMCP server that exposes REST API endpoints as Model Context Protocol tools for AI agents. It provides a template for wrapping upstream APIs and includes deployment support for Docker and OpenShift.

facebook-page-mcp

Enables publishing Facebook Page posts (text and photo) and retrieving page info via the Meta Graph API, with dry-run safety defaults and remote MCP transport.

Scrapy MCP

A general-purpose MCP server for crawling and extracting structured data from any website. Supports tools for crawling, single-page extraction, search-and-crawl, and schema extraction.

tweetkit-x

MCP server that allows posting, deleting, and reading X (Twitter) tweets using your own browser session cookie, bypassing the official paid API. Includes tools for auth setup, tweet creation, deletion, timeline reading, and regex search.

tw-almanac

Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspicious activities, solar terms, zodiac clashes, and searches for auspicious dates for events like weddings.

Kalshi MCP Server

Enables users to search, analyze, and trade on Kalshi prediction markets directly through MCP-compatible clients. It supports portfolio management, market data retrieval, and limit order execution with production-grade authentication and rate limiting.

News Crawler MCP Server

Enables crawling news articles by category (politics, economy, society, etc.) and generates blog-ready markdown summaries. Provides MCP tools for listing categories, crawling news, getting article details, and saving to files.

MCP Filesystem Server

AI 모델이 엄격한 경로 유효성 검사를 통해 파일 및 디렉터리 작업을 수행할 수 있도록, 미리 정의된 디렉토리 내에서 제어된 파일 시스템 접근을 제공하는 안전한 모델 컨텍스트 프로토콜 서버.

Yahoo Finance MCP Server

Enables querying Yahoo Finance data including stock prices, historical data, financial statements, dividends, news, analyst recommendations, and company information through the yfinance library.

jupyter-rmcp

A self-hosted MCP server providing Claude with an interactive Jupyter environment, including real kernels, persistent notebooks, and optional GPU offload to Google Colab.

concord-mcp

Enables MCP clients to look up Bible verses, perform semantic search, and access original-language word study through a local Concord instance, providing accurate citations and honesty about uncertainty.

Apache Airflow MCP Server

Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.

Mcp Npm_docs Server

성능 향상을 위해 로컬 캐시를 사용하는 NPM 패키지의 메타데이터 및 문서 (README 콘텐츠 포함)를 가져오는 도구를 제공하는 MCP 서버입니다.

DataForSEO MCP Server

A production-ready MCP server that gives Claude access to the entire DataForSEO API v3 through 51 tools, covering SERP, Labs, Keywords, Backlinks, OnPage, Business, and more, with cost controls and response normalization.

thmh

MCP server providing component catalog tools (search_components, get_component_detail) for coding agents to discover and reuse UI components.

Yandex Metrika MCP

MCP server for Yandex.Metrica API providing 15 tools for managing counters, goals, reports, logs, traffic sources, and top pages with OAuth Bearer token authentication.

Miro MCP Server

Connect AI coding assistants to your Miro boards. Create diagrams, extract context, generate code from designs, and track tasks—all through natural conversation.

Orcho MCP Server

Provides real-time security risk assessment for AI coding prompts, analyzing potential dangers, blast radius, and complexity before code execution in Cursor.

symbols

A fast, polyglot source code intelligence CLI. Extract symbols, parse imports, trace dependencies, and analyze impact — all from the command line.

MCP Server Bootstrap

A Python-based template for creating modular command center servers using the Mondel Context Protocol that provides a structured foundation for building scalable applications with mathematical operations and modular arithmetic functions.

MCPEngine

MCPEngine은 엔터프라이즈 및 실제 원격 MCP 애플리케이션에 특화된 모델 컨텍스트 프로토콜(MCP)의 클라이언트, 서버 및 프록시 구현입니다.

Pi-hole MCP Server

A server that exposes Pi-hole functionality as tools for AI assistants, allowing them to retrieve local DNS settings and query history through natural language.

MoSPI MCP Server

Provides AI-ready access to Indian government statistics through MCP, enabling natural language queries for economic, demographic, and social indicators.

Strava Training MCP

Provides comprehensive access to Strava API for marathon training and race analysis, enabling language models to query athlete data, analyze training patterns, track performance metrics, monitor heart rate zones, and detect injury risks.

Jira MCP Server

Enables querying Jira issues using JQL and creating new issues programmatically via natural language.

mcpo_docker_use

다음은 mcpo를 위한 Docker 이미지 예시입니다. (npm, curl, nodejs, uv 사전 설치; 사전 빌드된 MCP: amap; baidumap; server-brave-search; tavily; fetch). mcpo는 MCP (Model Context Protocol) 서버를 OpenWebUI를 위한 OpenAPI 호환 HTTP 엔드포인트로 노출하는 도구입니다.

Structured Workflow MCP

Enforces disciplined programming practices by requiring AI assistants to audit their work and produce verified outputs at each phase of development, following structured workflows for refactoring, feature development, and testing.

FAA Regulations MCP

Provides access to US Federal Aviation Regulations (14 CFR) via Pipeworx gateway, enabling natural language queries for FAA regulations data.

svatky-adresa-info-mcp-dotnet

svatky.adresa.info용 MCP 서버