Discover Awesome MCP Servers

THSRC MCP Server

Enables real-time Taiwan High Speed Rail (THSRC) information queries including timetables, station details, train status, and seat availability. Supports multiple languages and integrates with TDX API for up-to-date rail service data.

Smooth Operator Agent Tools

Windows 자동화 MCP 제공 사항 * AI 비전 (예: 설명으로 클릭) * Windows UI 자동화 트리 도구 * Playwright를 통한 Chrome 자동화 * 마우스 제어 * 키보드 제어 * 훨씬 더 많은 도구 (40개 이상) 또한 Python/TypeScript/C# 클라이언트 라이브러리와 모든 도구를 사용해 볼 수 있는 Windows 데스크톱 도구가 함께 제공됩니다.

mcp-beancount

A read-only MCP server that gives AI agents structured access to a Beancount personal finance ledger.

Gamma MCP Server

Enables AI assistants to generate Gamma presentations, documents, and social media posts using the Gamma.app API.

Qwen Code Telegram MCP Server

MCP server integrating Telegram bot with Qwen Code for AI chat, supporting persistent sessions, group chat, and advanced features via mention-based triggers.

Claude MCP Server

Enables Claude to perform file operations, retrieve system information, run calculations, and generate timestamps on the local system.

mcp-data-fulton

Enables searching and querying Fulton County Open Data (Socrata) for datasets, metadata, and rows via tools like datasets, query, and metadata.

eurostat-mcp

Exposes the Eurostat Statistics API, enabling LLMs to discover, explore, and retrieve official EU statistical data through search, dimension inspection, and data retrieval tools.

mcp-arcgis-lincolncountync

Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGIS).

mcp-a11y-tools

Provides AI agents with web accessibility analysis tools via MCP, enabling checks for alt text, heading hierarchy, color contrast, ARIA validation, and form accessibility.

SharePoint MCP Server

A lightweight MCP server that enables integration with Microsoft SharePoint, allowing clients to interact with documents and folders through the Model Context Protocol.

Weather-MCP-Server

Provides weather intelligence as MCP tools (current weather, forecast, air quality, UV index, alerts) with agentic orchestration, memory, and citation-grounded RAG.

rollout-playbook-mcp

Exposes deployment playbooks as MCP resources and tools, enabling AI assistants to search best practices and generate tailored rollout plans.

mcp-abuseipdb

Enables AI agents to check IP reputation and abuse reports via AbuseIPDB, including abuse confidence scores, report details, and bulk IP triage.

remote-mcp-server-authless

A remote MCP server deployed on Cloudflare Workers without authentication, enabling tool usage via SSE endpoint and connection to AI Playground or Claude Desktop.

draw2agent

Enables drawing annotations directly on local web pages and sending screenshots, DOM data, and annotation context to your IDE agent for precise code edits.

hwpx-mcp-server

An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) files. It enables users to extract text, perform find-and-replace operations, and modify font styles through automated XML patching.

MCP MAGMA Handbook Server

Provides AI assistants with semantic search access to the MAGMA computational algebra system handbook, enabling natural language queries for documentation, code examples, and explanations of MAGMA syntax and mathematical functions.

Airtable MCP

Enables comprehensive interaction with the Airtable Web API to manage bases, tables, and records. It supports advanced features like batch record operations, CSV import/export, attachment uploads, and webhook management.

paytriage

Enables AI agents to analyze payment gateway error messages and receive structured triage results, including likely causes, recommended checks, and retry safety guidance.

Podman MCP Server

Enables AI tools to manage containerized applications through Podman, supporting container lifecycle operations, command execution, log viewing, image management, and resource monitoring. Features automatic network discovery for seamless integration with MCP Discovery Hub.

openmedia-mcp

Enables AI agents to extract, analyze, and manipulate images, PDFs, video, and audio while conserving context through downscaling, truncation, and frame/page caps.

DOCX MCP Server

A comprehensive Model Context Protocol server that processes Microsoft Word documents with full formatting support, enabling text extraction, HTML/Markdown conversion, structure analysis, and image extraction.

yt-sub-mcp

MCP server for reading YouTube subtitles without authentication or external binaries, using YouTube's internal get_panel endpoint to avoid rate limits and fetch full subtitles in a single request.

youtube-mcp

Enables AI tools to access YouTube content, including transcript extraction, video/channel info, and search.

MCP Vibe Coding Tools

Transforms any prompt into a fully functional, production-ready product with zero human intervention by providing 150+ autonomous tools covering all aspects of software development.

Browser Automation MCP Server

Enables intelligent web scraping through a browser automation tool that can search Google, navigate to webpages, and extract content from various websites including GitHub, Stack Overflow, and documentation sites.

SerpAPI Google Trends MCP Server

Provides access to Google Trends data via SerpAPI for analyzing regional search interest patterns, comparing services across locations, and discovering related queries to support data-driven advertising and service decisions.

@damusix/buffer-mcp

Manage posts, channels, organizations, and ideas through any MCP-compatible LLM client.