List of Top MCP Servers for November 22, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Code Mode
Enables AI agents to generate and execute Python code in a sandboxed environment, seamlessly integrating with external Model Context Protocol tools.
Openfort
Empowers AI assistants to interact with Openfort's infrastructure, automating project creation, configuration management, and data querying for application development.
PeP
Provides comprehensive static and dynamic analysis of Portable Executable (PE) files and raw shellcode, serving as an intelligent backend for AI agents.
OAuth Server
Provides an OAuth 2.1 Authorization Server implementation fully compliant with the MCP Authorization Specification.
Lemonado
Connects AI agents, LLMs, and IDEs to a wide array of marketing platforms, payment processors, and productivity tools, enabling SQL queries across diverse data sources.
Roblox Studio Assistant
Enables AI-powered code generation and interaction within Roblox Studio through an MCP server.
Droit Français
Provides a unified interface to query public French legal APIs, including Légifrance for legislation and JudiLibre for jurisprudence, enabling enhanced large language model interactions.
Alpha Vantage Stock Data
Provides an MCP server for Large Language Models and agentic workflows to access historical and real-time stock market data.
ACI
Manages Cisco ACI fabrics and automates configuration tasks via the APIC REST API.
Filesystem
Provides comprehensive filesystem operations, Git integration, and code validation capabilities through a unified Model Context Protocol server.