List of Top MCP Servers for February 15, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Grok Search
Integrate real-time search capabilities into AI models like Claude for enhanced information retrieval and fact-checking.
Native Devtools
Empowers AI agents to interact with native desktop applications through visual and input simulation capabilities.
ShellGuard
Empowers LLM agents with secure, read-only bash access to remote servers over SSH.
Nmap
Empowers AI agents to perform automated network security assessments using the industry-standard Nmap scanner.
OpenAlex Research
Provides a Model Context Protocol (MCP) server for the OpenAlex API, enabling AI assistants to search, analyze, and map the scholarly landscape.
Database Server
Provides multi-database query execution capabilities with support for SQLite, PostgreSQL, and MySQL, including a built-in Web UI for connection management.
Purdue Brightspace
Access and manage Purdue Brightspace course information, including grades, due dates, announcements, and rosters, using natural language queries via AI clients.
AgentReverse
Surgically extract and selectively install specific tools, skills, and plugins from various sources without downloading entire repositories.
Queue Pilot
Acts as an MCP server to streamline message queue development, offering message inspection and JSON Schema validation for RabbitMQ and Kafka.
SDL
Provides a cards-first context system for coding agents that intelligently indexes code repositories, saving tokens and improving context relevance.