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  3. December 18, 2025

List of Top MCP Servers for December 18, 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
Gcloud icon

Gcloud

573

Enables AI assistants to interact with the Google Cloud environment using the gcloud CLI.

Cloud Infrastructure
#2
Maa icon

Maa

217

Empowers AI assistants with robust Android device and Windows desktop automation capabilities through a standardized protocol.

Mobile Development
#3
AI Agent Team icon

AI Agent Team

207

Empowers development teams with a 24/7 AI workforce comprising product managers, engineers, QA, and DevOps specialists to streamline software projects and enhance productivity.

Developer Tools
#4
Packmind icon

Packmind

144

Captures an engineering playbook to provide AI context, guardrails, and governance for coding agents.

Developer Tools
#5
Excel Agent icon

Excel Agent

68

Empower Large Language Models to read, edit, and automate Excel spreadsheets using a robust set of MCP tools.

Productivity & Workflow
#6
PagerDuty icon

PagerDuty

38

Enables direct interaction with PagerDuty accounts from MCP-enabled clients to manage incidents, services, schedules, and event orchestrations.

Developer Tools
#7
Xiaozhi AutoGLM icon

Xiaozhi AutoGLM

32

Replicates a phone agent for controlling Android devices by leveraging an AutoGLM-based MCP service.

Mobile Development
#8
Boxlite icon

Boxlite

25

Provides isolated sandbox environments with hardware-level isolation for AI agents and other untrusted code execution.

Data Science & ML
#9
Context Engine icon

Context Engine

22

Facilitates semantic code search, AI-powered prompt enhancement, and comprehensive software development planning and execution tracking for coding agents.

Developer Tools
#10
Learning Adapter icon

Learning Adapter

17

Optimizes API token usage by up to 80% for MCP servers through automated schema learning and intelligent response filtering.

Developer Tools

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