List of Top MCP Servers for April 20, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Designlang
Extract any website's complete design system with one command, including layout patterns, responsive behavior, and interaction states.
Modular Context
Integrates an Obsidian vault as an LLM-native knowledge base with multi-account Google Workspace tools for Claude Code, featuring local-first encryption.
Squeez
Optimizes AI CLI interactions by compressing token usage, deduping context, and injecting prompt personas for improved efficiency.
Repowire
Connects AI coding agents from different projects into a live, peer-to-peer mesh network for real-time communication and coordination.
macOS Computer-Use Skill
Empower AI agents with full GUI control over macOS, enabling capabilities like screenshots, mouse and keyboard input, application management, clipboard access, and multi-display support.
RepoBrain
Indexes codebase memory to provide AI coding assistants with grounded evidence, trace logic flows, and rank safe files for inspection or editing.
World Labs
Generates navigable 3D worlds from various media types, renders them with a streaming Gaussian-splat engine, and integrates a spatial voice agent.
Perfetto
Enables Large Language Models to analyze Perfetto trace files, allowing queries in PerfettoSQL through any Model Context Protocol client.
Aptu
Automates GitHub issue triage and pull request reviews using AI, available as a CLI, MCP server, and GitHub Action.
Waggle
Provides persistent, structured memory for AI agents using a knowledge graph, optimizing token usage for factual lookups.