List of Top MCP Servers for November 2, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
AI Counsel
Facilitates true deliberative consensus among AI models by enabling multi-round debates to refine positions and reach informed decisions.
MATLAB
Integrates MATLAB functionality directly into AI applications, enabling AI agents to control, execute, and analyze MATLAB code.
MCSManager
Enables AI Agents to manage Minecraft server instances and related services through MCSManager via the Model Context Protocol.
Panduza Serial Port
Facilitates multi-server control over serial port communications using MCP, MQTT, and a graphical interface.
Wekan
Automates the generation of Wekan API tokens and streamlines environment configuration for seamless integration.
FastAPI Integration
Wraps a FastAPI application as an MCP server, enabling its endpoints to be called as tools directly via Gemini CLI.
Foundation
Provides a customizable, production-ready foundation template for building Model Context Protocol (MCP) servers.
Vault
Provides a containerized Model Context Protocol server for managing secrets in HashiCorp Vault.
Tekmetric
Empower auto repair shops to query their Tekmetric data using natural language for immediate insights into appointments, customers, and repair orders.
AI Python Debugger
Enables AI agents to debug Python code through the Debug Adapter Protocol and debugpy.