Discover Awesome MCP Servers

swag-mcp

MCP server for managing SWAG reverse-proxy configurations, including config generation, backups, logs, and health checks. Enables managing nginx subdomain configs for SWAG through a unified action router.

Sage 200 MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Sage 200 (beta): https://www.cdata.com/download/download.aspx?sku=GGZK-V&type=beta

Musicians MCP

A Python MCP server for managing a classical musicians database in Supabase/PostgreSQL, enabling search, review, and enrichment of musician profiles from MusicBrainz and Wikidata.

PC-health-checking-MCP

An AI-powered PC Health Assistant that uses MCP, LangChain, and Gemini to check CPU, memory, disk usage, and OS info through natural language queries.

mcp-qimen

Evaluates Qimen Dunjia divination for a given date and time, returning structured text and a 9-palace PNG chart.

E-Commerce Product Hunt

Enables searching and scraping of product listings from major Pakistani e-commerce platforms including Daraz, Telemart, and iShopping. It provides tools to find the lowest-priced items with ratings of four stars or higher through automated web scraping.

dsapi-mcp-server

MCP server for Android automation that captures screen frames via DirectScreenAPI and supports touch gestures and system key operations.

docstats

MCP server that calculates readability metrics for text, web pages, and PDFs, providing scores like Flesch Reading Ease and grade levels.

MediaSage

Tracks movies, books, and TV shows with ratings and preferences, providing intelligent cross-media recommendations. Automatically fetches metadata from OMDB, Google Books, and TMDB to help manage watchlists and analyze viewing patterns.

Python FastMCP Server

A Python-based MCP server demonstrating basic math and text tools, supporting both SSE and STDIO transports for integration with AI assistants like Cline in VS Code.

MCP Stdio to SSE Proxy

Acts as a proxy between a local Stdio connection and a remote Model Context Protocol server running over Server-Sent Events. It specifically enables Stdio-based MCP clients to connect to the SwiftZilla remote SSE endpoint.

API Docs Generator AI MCP

API Docs Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

schoox-mcp-server

Enables querying Schoox LMS data (users, courses, enrollments, etc.) via natural language using AI assistants, without writing API code.

claude-concilium

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

Steam Library MCP Server

Provides access to your Steam game library data through Claude Desktop, enabling game search, filtering, details, recommendations, and statistics.

mcp-ffmpeg

Enables local media processing (video/audio) using FFmpeg and FFprobe, allowing frame extraction, audio conversion, and metadata retrieval through natural language.

AgentDank:

대마초 데이터 세트를 위한 도구를 갖춘 모델 컨텍스트 프로토콜(MCP) 서버

sleeper-mcp

Provides read-only access to the Sleeper Fantasy Sports API for league info, rosters, matchups, drafts, transactions, and player data.

skyportal-mcp

A local MCP server for SkyPortal and Fritz that exposes astronomical transient data (photometry, spectra, classifications, observability) as tools for AI coding assistants.

Local Image Gen

MCP server for local image generation using FLUX.2 via Hugging Face diffusers, designed to run on a Windows GPU and be called remotely by Claude Cowork over Tailscale.

HRMS-Snaplogic-MCP

Enables integration between HRMS systems and Snaplogic through the Model Context Protocol, allowing AI assistants to interact with HR data pipelines.

mcp-server-hello

MCP server providing tools for addition, current time, config index updates, a random joke resource, and a friendly greeting prompt.

Institutional Memory Agent MCP Server

Enables AI agents to query and record SOC analyst reasoning via a knowledge graph, allowing access to institutional memory from Splunk.

MCP Codebase Insight

모델 컨텍스트 프로토콜의 서버 컴포넌트로서, 벡터 검색 및 머신러닝을 사용하여 코드 패턴, 아키텍처 결정, 문서 등을 이해하고 코드베이스에 대한 지능적인 분석을 제공합니다.

postgres-ssh-mcp

A cross-platform MCP server for querying and introspecting PostgreSQL databases with SSH tunnel support, featuring multi-layered query safety and read-only enforcement.

ntnu-mcp

A read-only MCP server exposing NTNU course data to LLM assistants, enabling course catalog search, teaching schedules, weekly timetables, grade statistics, and course comparison tools.

a11y-learning-guide

Guides users to official WCAG and W3C resources for learning web accessibility, without providing its own explanations.

Scholarly Research MCP Server

Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.

Notion Advisor

An MCP server that provides AI assistants with full access to Notion workspaces, enabling search, read, create, and update pages, databases, and blocks.