"Designing a memory system for persona-based agents to improve user experience" matching MCP servers:

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  System Initiativeofficial

  systeminit

  A

  license

  -

  quality

  F

  maintenance

  System Initiative provides AI Native Infrastructure automation that gives you clarity over your running infrastructure, control to change, automate, and integrate it, with conifdence

  Last updated 2026-02-06

  1,805

• A VMware ESXi/vCenter

  bright8192

  A

  license

  -

  quality

  F

  maintenance

  A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.

  Last updated 2025-07-01

  62

  MIT

• SystemKernelMCP

  needyamin

  F

  license

  -

  quality

  D

  maintenance

  Provides 180+ tools for full system control including terminal, Git, Docker, Kubernetes, VMs, BIOS, kernel, cybersecurity, AI, and cloud, designed to work with MCP clients like Cursor and Claude Desktop.

  Last updated 2026-03-18

• Coolify MCP Server

  forsonny

  A

  license

  B

  quality

  D

  maintenance

  MCP server that integrates with Coolify to let AI assistants manage Coolify instances via a clean toolkit wrapping the official REST API.

  Last updated 2025-09-03

  35

  165

  6

  MIT

• CO2 Sensor MCP Server

  cyberomusubi

  F

  license

  -

  quality

  D

  maintenance

  A Node.js application that provides a JSON-RPC interface to interact with CO2 sensor data, working in both simulation mode and with real Raspberry Pi Pico hardware connections.

  Last updated 2025-03-11

  3

• linux-mcp

  Mohabdo21

  A

  license

  A

  quality

  A

  maintenance

  A Linux system monitoring MCP server that provides real-time information on CPU, memory, disk, network, processes, Docker, security, and more via MCP tools.

  Last updated 2026-08-04

  28

  62

  MIT

• VPS MCP Server

  HarjjotSinghh

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to connect to and control a Virtual Private Server via SSH. It provides a comprehensive suite of tools for remote file system operations, session management, and shell command execution.

  Last updated 2026-01-18

  10

  16

  2

  ISC

• mcp-qemu-lab

  Kevin4562

  F

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol server for conducting Linux binary analysis and guest system forensics within QEMU virtual machines. It enables automated VM lifecycle management, memory dumping, and interactive debugging workflows for analyzing processes and artifacts.

  Last updated 2026-02-19

  22

  2

• linux-remote-mcp

  yu-xiaohaozi

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to remotely control Linux machines via SSH with 35 tools for session management, file transfer, system administration, Docker, and CTF operations.

  Last updated 2026-06-30

  35

  1

  MIT

• 1Panel MCP Server

  EaveLuo

  A

  license

  C

  quality

  D

  maintenance

  Enables AI agents to manage server infrastructure through the 1Panel API, including Docker containers, databases, and system monitoring. It provides tools for website management, file operations, and application deployment via natural language commands.

  Last updated 2026-03-18

  15

  29

  MIT

• Filesystem MCP

  sandraschi

  A

  license

  -

  quality

  A

  maintenance

  A FastMCP server providing comprehensive file system, Docker, and Git operations with concurrency safety and dual transport support.

  Last updated 2026-08-01

  6

  MIT
• 

  CLP MCP - DevOpsofficial

  clpi

  -

  license

  -

  quality

  -

  maintenance

  Enables comprehensive DevOps infrastructure management through tools for Jenkins, Ansible, Terraform, Kubernetes, and Docker operations. Features a sophisticated memory system for context retention and provides validation, generation, and optimization capabilities across DevOps workflows.

  Last updated 2025-10-09

  1

• MCP Tunnel

  leomercier

  A

  license

  -

  quality

  C

  maintenance

  A simple MCP server that allows accessing and executing shell commands on a VM machine through a web-based terminal interface, with automatic tunneling to make the VM accessible from anywhere.

  Last updated 2025-03-18

  193

  5

  MIT

• Kasm MCP Server v2

  roguedev-ai

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to manage and interact with Kasm Workspaces containerized desktop infrastructure, providing tools for session management, command execution, file operations, and user management via the Model Context Protocol.

  Last updated 2025-09-12

  4

  MIT

• Proxmox MCP Server

  canvrno

  A

  license

  -

  quality

  D

  maintenance

  A Python-based server enabling interaction with Proxmox hypervisors. It supports secure authentication and provides tools for managing nodes, VMs, clusters, and storage.

  Last updated 2025-02-19

  279

  MIT

• mcp-homelab-server

  Proto-labs-rnd

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to manage a homelab by providing tools for Docker, Ollama, and system monitoring through the Model Context Protocol.

  Last updated 2026-03-29

  MIT

• ProxmoxMCP

  rodaddy

  A

  license

  -

  quality

  D

  maintenance

  A Python-based MCP server for interacting with Proxmox hypervisors, enabling management of nodes, VMs, containers, and executing commands via QEMU Guest Agent.

  Last updated 2026-03-13

  6

  MIT

• Unraid MCP Server

  dinglebear-ai

  A

  license

  -

  quality

  A

  maintenance

  A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.

  Last updated 2026-08-05

  120

  MIT

• Triage MCP Server

  fazalrshah

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to autonomously check, diagnose, and recover Dockerized services through safe, tool-based ops without direct host shell access.

  Last updated 2026-06-25

  MIT

• Docker MCP

  Isak-Landin

  A

  license

  -

  quality

  D

  maintenance

  Enables remote Docker management over SSH via a local MCP server, providing tools to manage containers, images, Compose, and system resources.

  Last updated 2026-05-03

  1

  GPL 3.0