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  3. January 4, 2026

List of Top MCP Servers for January 4, 2026

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

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#1
Bauplan icon

Bauplan

Empower AI assistants with natural language access to Bauplan data lakehouse functionalities, including querying, schema inspection, and pipeline management.

Developer Tools
#2
Supermodel icon

Supermodel

Exposes Supermodel API graph generation capabilities to AI agents, enabling them to understand code repositories.

Developer Tools
#3
Azhot icon

Azhot

Aggregates real-time trending topics and hot search data from over 30 major platforms through unified RESTful and WebSocket APIs.

Web Scraping & Data Collection
#4
Rag Knowledge Base icon

Rag Knowledge Base

0

Provides a server for managing and serving a Retrieval Augmented Generation (RAG) knowledge base.

Data Science & ML
#5
Vsbx icon

Vsbx

0

Secures processes with lightweight OS-level sandboxing, offering filesystem and network controls without containers.

Security & Testing
#6
Travel Planner icon

Travel Planner

0

Manages travel itineraries using a robust tech stack including Laravel 12, MySQL, Redis, and Leaflet.js, featuring automated AWS deployment.

Productivity & Workflow
#7
Kasa icon

Kasa

0

Integrates TP-Link Kasa smart home devices with AI assistants and MCP-compatible applications.

Developer Tools
#8
CarbonLens icon

CarbonLens

0

Analyze multi-sector greenhouse gas emissions data with geographic granularity using natural language queries powered by EDGAR v2024 datasets and LLMs.

Analytics & Monitoring

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