List of Top MCP Servers for November 21, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Perforce P4
Exposes safe, structured read/write tools for Perforce P4 version control system assets like changelists, files, and workspaces via the Model Context Protocol.
Easy Postgres
Facilitates executing SQL queries on PostgreSQL databases with configurable read-only or write access, providing structured results for MCP-compatible tools.
Cloudflare Edge API
Serves both a REST API and a Model Context Protocol interface from a single Cloudflare Worker.
Reversecore
Empowers AI agents to orchestrate industry-standard reverse engineering tools like Ghidra, Radare2, and YARA for automated malware analysis and security research.
Cozyreq
Enables AI agents to seamlessly interact with your API.
Local Memory
Provides an AI-powered persistent memory system offering vector search, semantic analysis, and intelligent categorization for AI agents.
Polybrain
Connect AI agents to multiple large language models, managing conversation history and enabling mid-conversation model switching.
Appium Claude Android
Empowers AI agents to automate mobile device control and UI testing on Android through natural language commands.
Viro
Quickly draw and highlight content over screen sharings or recordings using a JavaFX overlay application.
Icinga
Provides a REST API and Model Context Protocol (MCP) server to facilitate interaction with Icinga Web 2 and its Icinga DB Web module.