List of Top MCP Servers for November 12, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Code Executor
Orchestrates multiple MCP tools on-demand, drastically reducing token usage for AI agent contexts.
Agent Toolkit
Enables AI agents to interact with HPC resources, scientific data formats, and research datasets for scientific computing.
Hyperliquid
Enables Claude Desktop to trade and analyze markets on the Hyperliquid decentralized exchange using natural language.
Up Banking
Integrates with the Up Banking API to enable AI models, such as Claude, to access and manage personal financial data.
Masumi
Connects AI clients to the Masumi Network for decentralized agent discovery, hiring, monitoring, and payment.
Acemcp
Provides AI assistants with code library indexing and semantic search capabilities through a high-performance Model Context Protocol server.
Strands
Enables bidirectional Model Context Protocol (MCP) integration for Strands Agents.
Code Execution Mode
Executes Python code in isolated, rootless containers, serving as an MCP server with optional proxying capabilities for external MCP tools.
Snapshot
Preserve and resume AI conversation context efficiently across sessions with minimal token overhead.
MySQL
Connects to MySQL databases, providing a high-performance Model Context Protocol (MCP) server for lightweight and production-ready database operations.