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  3. December 6, 2025

List of Top MCP Servers for December 6, 2025

Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.

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#1
Snowflake Agent icon

Snowflake Agent

191

Enables Snowflake Cortex AI capabilities, object management, and SQL orchestration within the Model Context Protocol ecosystem for seamless integration with AI agent clients.

Data Science & ML
#2
EZ XBow Platform icon

EZ XBow Platform

58

Enables AI-driven penetration testing agents and LLMs to autonomously participate in CTF challenges through a comprehensive API.

Security & Testing
#3
Xcode Docs icon

Xcode Docs

30

Provides a server for querying Apple developer documentation and SDK symbols directly from your local Xcode installation.

Developer Tools
#4
APK Security Guard icon

APK Security Guard

Automates comprehensive security analysis and vulnerability detection for Android APKs.

Security & Testing
#5
Tailscale icon

Tailscale

Manage your Tailscale network (tailnet) through AI-powered clients and the Model Context Protocol.

Developer Tools
#6
Nano Banana Pro icon

Nano Banana Pro

Enables AI agents to generate, edit, and describe images using Google's Gemini models through an MCP server.

Data Science & ML
#7
Tenets icon

Tenets

Automates finding, ranking, and aggregating relevant codebase context for AI coding assistants.

Developer Tools
#8
BigRack icon

BigRack

Extends AI development tools with advanced task/project management and persistent context capabilities for complex projects.

Developer Tools
#9
AI IDE for Paper Reading icon

AI IDE for Paper Reading

Facilitates in-depth analysis of scientific papers by providing local PDF parsing, mathematical formula explanation, code generation, and intelligent reporting.

Developer Tools
#10
Obsidian Dictionary icon

Obsidian Dictionary

Manages a technical glossary within an Obsidian vault, allowing programmatic interaction via an MCP server.

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