Browse 26,910 community-built MCP servers
A specialized MCP server for League of Legends that provides AI-powered match simulations and performance comparisons between summoners based on their last 10 games of historical data.
MCP (Model Context Protocol) Server. Integrates Google's Gemini model with real-time web search and YouTube data to enhance AI responses with up-to-date information from the internet.
A utility MCP server that provides a wait function to pause execution for a specified duration, supporting progress reporting in 10% increments for process synchronization.
A comprehensive automation server for homelab management, supporting automated service deployment (Jellyfin, Home Assistant), remote system discovery, hardware-specific AI accelerator optimization (Coral, MemryX), and state-managed infrastructure via Terraform and Ansible.
A comprehensive MCP server that integrates with Redmine REST APIs to manage issues, track time, and handle project coordination via conversational AI interfaces.
A productivity-focused MCP server that provides 60+ expert AI agent profiles and a structured note-taking system with HTML and flow diagram visualizations for developers.
A specialized MCP server for the Godot Engine that enables AI-assisted project analysis, automated GDScript generation, performance optimization, and deep debugging workflows.
XC-MCP delivers an intelligent MCP server for Xcode tooling with progressive disclosure and caching to prevent token overflow. It speeds workflows and boosts reliability in development 🐙
An MCP server that enables AI assistants to control and interact with Xcode on macOS to build apps, run tests, and debug projects.
MCP (Model Context Protocol) Server. Integrates Java code analysis, manipulation, and testing tools for efficient software development workflows and automated code operations.
Self-hosted MCP server for hybrid semantic code search and repository intelligence.
An MCP server for video engineering that provides tools for metadata analysis, GOP structure inspection, and objective quality metric comparisons like VMAF and SSIM.
A Windows-optimized MCP server for Google's Gemini CLI that provides robust PowerShell integration, Unicode support, and tools for large-context file analysis and sandboxed code execution.
Figma Copilot is a comprehensive Model Context Protocol server that allows AI assistants to programmatically control Figma, offering advanced text formatting preservation, batch operations for massive performance gains, and complex design automation like auto-layout management and component manipulation.
Local and Hosted MCP servers providing AI-friendly access to U.S. Government Open Datasets. Also available on Docker MCP Catalog. See our website for more details.
MCP (Model Context Protocol) Server. Provides a secure bridge to MySQL databases for executing read-only queries, retrieving table schemas, and listing database tables with built-in row limits for safe data exploration.
A multi-language code analysis toolkit that provides LLMs with deep context on software health, including complexity, technical debt, churn, hotspots, and defect prediction.
MCP (Model Context Protocol) Server. Enables Docker container management with tools for listing, running, stopping, removing containers and pulling images from registries through a TypeScript-based interface
Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.
Connect and interact with your Revit models live.
Integrates Perigon's news API to search articles, journalists, and companies with advanced geographic and temporal filtering. Includes Wikipedia connectivity and semantic vector search for deep content discovery and news monitoring.
MCP (Model Context Protocol) Server. Provides web scraping capabilities through specialized tools for extracting text, links, images, tables, headlines, metadata, and page statistics with CSS selector support and configurable result limits for content analysis and competitive intelligence workflows.
A specialized MCP server for Windows digital forensics that enables AI-assisted analysis of EVTX logs, registry hives, and remote artifact collection via WinRM.
Provides a specialized environment for developing InstantCMS 2 addons and templates by exposing hooks, class APIs, and code structures to AI assistants. It enables automated scaffolding, validation, and searching of system components to streamline the creation of functional CMS extensions.
MCP (Model Context Protocol) Server. Provides a bridge to the Thingiverse API for searching, browsing, and retrieving 3D model information from the popular 3D printing community using Puppeteer.
A Model Context Protocol server that provides real-time CNN Fear & Greed Index data and U.S. stock market sentiment indicators for AI agents.
A robust MCP server providing interactive shell sessions with full terminal emulation (PTY), enabling LLMs to run persistent commands and manage interactive programs like vim or htop.
MCP (Model Context Protocol) Server. Integrates with Jina AI's web search and content fetching APIs, enabling web searches and URL content extraction for research tasks and information retrieval directly within conversations.
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
A low-latency Retrieval-Augmented Generation (RAG) server that provides semantic document search and AI-powered summarization using ChromaDB and OpenAI-compatible embeddings.