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  3. October 25, 2025

List of Top MCP Servers for October 25, 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
ROS 2 icon

ROS 2

59

Connects AI agents and tools with ROS 2 nodes, topics, and services via the Model Context Protocol (MCP) over stdio.

Developer Tools
#2
Agent Mail icon

Agent Mail

926

Enables coding agents to communicate and coordinate asynchronously, providing a mail-like system with identities, inboxes, and shared context.

Collaboration Tools
#3
Kali Server icon

Kali Server

16

Connects various MCP clients to a Kali Linux terminal via a lightweight API bridge, enabling remote command execution and AI-assisted offensive security workflows.

API Development
#4
Shanghai Disney icon

Shanghai Disney

81

Provides a standardized interface for large language models to query Shanghai Disneyland ticket prices and availability.

API Development
#5
Demo icon

Demo

Showcases a Model Context Protocol (MCP) server interacting with Google Maps through an agent and inspector.

Developer Tools
#6
Xray icon

Xray

Integrates the Xray Cloud GraphQL API with Model Context Protocol (MCP) clients like Claude Code.

Deployment & DevOps
#7
Access Pilot icon

Access Pilot

Centralize the management of access requests, permissions, and real-time activity monitoring for systems and applications across an organization.

Analytics & Monitoring
#8
Memory SQLite icon

Memory SQLite

Provides a personal knowledge graph and persistent memory system for AI assistants, utilizing SQLite for local storage and vector search for semantic understanding.

Data Science & ML
#9
Apifox OpenAPI Automation icon

Apifox OpenAPI Automation

Automate the management of Apifox API documentation using AI assistants.

Learning & Documentation
#10
OpenDSS icon

OpenDSS

Enables conversational power system analysis by connecting Claude AI with EPRI's OpenDSS simulator.

Data Science & ML

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