List of Top MCP Servers for November 19, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Flowllm
Develops and orchestrates large language model (LLM)-based HTTP and Model Context Protocol (MCP) services with ease.
Django AI Boost
Provides a Model Context Protocol (MCP) server for Django applications, enabling AI assistants to deeply understand and interact with Django codebases.
CodeWeaver
Delivers precisely curated code context to AI coding agents through a single natural language interface, effectively reducing context bloat and improving search precision.
Databricks Integration Tester
Provides a custom Databricks server to test Model Context Protocol (MCP) integrations and On-Behalf-Of (OBO) authentication.
Headless Gmail
Facilitates sending and retrieving Gmails remotely without requiring local credential or token setup.
AiDD
Integrates Apple Notes with Claude Desktop for AI-powered task processing and multi-service synchronization.
SentryFrogg
Provides a governed command plane for autonomous agents to execute infrastructure tasks across data platforms, remote shells, and web services.
Metasploit
Exposes Metasploit Framework capabilities through a Model Context Protocol (MCP) server for streamlined security testing and integration.
Playground
Demonstrates the Model Context Protocol (MCP) server capabilities with support for both Stdio and Server-Sent Events (SSE) transports.
Digest
Extracts fully rendered DOM content from dynamic web pages, including Single Page Applications (SPAs) and infinite scroll sites, using cloud-based browser automation.