List of Top MCP Servers for January 12, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Hyper
Extends applications with AI capabilities via a fast, secure server leveraging WebAssembly plugins.
Agent Orchestrator
Enables Large Language Models to interact with external tools and knowledge bases through a standardized Model Context Protocol.
Multi-Agent Ralph Wiggum
Orchestrates multiple AI models through an 8-step workflow, delivering high-quality, validated code with token optimization and automatic context preservation.
Fusion 360
Enables AI agents to control Autodesk Fusion 360, providing unlimited access to its API and functionality.
Sqlew
Empowers AI agents to systematically create, query, and maintain architecture decision records within a structured SQL database.
Memory Graph
Empowers AI agents with persistent, context-rich memory through a blazing-fast knowledge graph server.
Agnostic Multicloud Delivery Framework
Transforms any Kubernetes CRD into type-safe KCL schemas and developer-friendly blueprints.
Workflowy
Integrates Workflowy with AI tools, enabling intelligent search, navigation, and content management of outlines through a Model Context Protocol server.
Terminal
Empower AI agents to connect and interact with any device, protocol, or network through a unified interface.
Python Scripting
Execute local Python code, enabling calls to other tools and bridging diverse systems for robust automation.