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  3. December 12, 2025

List of Top MCP Servers for December 12, 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
Z-Image Studio icon

Z-Image Studio

29

Generates high-quality images from text prompts using the Z-Image-Turbo model, optimized for local execution with both command-line and web interfaces.

Data Science & ML
#2
Codebase RAG icon

Codebase RAG

11

Empowers AI agents and developers to comprehend and interact with codebases using a retrieval-augmented generation server.

Developer Tools
#3
Xmind icon

Xmind

Transforms various document formats into XMind mind maps, leveraging AI for structure optimization and deployable as a Micro-Compute-Platform server.

Data Science & ML
#4
Super icon

Super

Orchestrates the creation and management of multiple isolated Model Context Protocol servers from a single connector, enabling robust AI assistant integrations with databases and APIs.

Database Management
#5
Noteit icon

Noteit

Connects AI assistants to personalized agent profiles and structured notes via the Model Context Protocol (MCP).

Developer Tools
#6
Exploit-DB Server icon

Exploit-DB Server

Facilitates rapid searching and retrieval of exploit information from Exploit-DB for bug hunters and AI assistants.

Security & Testing
#7
Fatture in Cloud icon

Fatture in Cloud

Automate the management of Italian electronic invoices through natural language commands via AI assistants like Claude.

Productivity & Workflow
#8
Blink icon

Blink

Interact with codebases using an AI-powered agentic command-line assistant that reads, creates, and modifies code files with intelligent assistance from Replicate's Claude models.

Developer Tools
#9
Stack Overflow icon

Stack Overflow

Provides a standardized protocol for AI agents to access Stack Overflow's vast developer knowledge base.

Developer Tools
#10
Flux Protocol icon

Flux Protocol

0

Enable AI models to seamlessly interact with any external service or data source through a unified connectivity layer.

Developer Tools

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