"Resources and Tools for Data Analysis" matching MCP servers:

• MCP Tools

  Cloud-Temple

  A

  license

  -

  quality

  B

  maintenance

  A passive MCP server that exposes a toolbox of executable tools (shell, network, HTTP, AI search, SSH, S3 file operations) to autonomous agents via Streamable HTTP, with strong security features including Docker sandboxing and WAF.

  Last updated 2026-06-29

  2

  Apache 2.0

• jakubs-mcp-tools

  Jakub2841

  F

  license

  -

  quality

  C

  maintenance

  MCP server for infrastructure discovery and remote management, enabling SSH command execution, file transfer, log tailing, and machine/service inventory with a companion web dashboard.

  Last updated 2026-06-29

  1

• mcp-linux-tools

  gerard-kanters

  F

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to perform controlled Linux system administration tasks like reading logs, managing services, cron jobs, WordPress, and executing sandboxed Python code, with strict security constraints.

  Last updated 2026-03-03

  2

• MCP Tools

  starzzzzzzzzzzzzzz

  F

  license

  -

  quality

  C

  maintenance

  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• mcp-server-for-powershell

  danielklecha

  A

  license

  A

  quality

  C

  maintenance

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  1

  MIT

• MCP SSH Tools Server

  nwnusun-cool

  F

  license

  A

  quality

  F

  maintenance

  A server based on the MCP framework that provides remote server management capabilities through SSH, supporting features like connection pooling, file transfers, and remote command execution.

  Last updated 2025-07-08

  7

• anvil

  tools-for-agents

  A

  license

  -

  quality

  B

  maintenance

  A throwaway Docker sandbox for agents to run code and shell commands safely.

  Last updated 2026-07-18

  24

  MIT

• Kali Tools MCP Server

  Xc1Ym

  A

  license

  -

  quality

  D

  maintenance

  Integrates 7 security tools (nmap, nuclei, dirsearch, sqlmap, hydra, Acunetix, Metasploit) via MCP protocol for AI-assisted penetration testing with enterprise-grade safety features.

  Last updated 2026-04-20

  1

  MIT

• Managed Service for Microsoft

  ag2-mcp-servers

  F

  license

  -

  quality

  D

  maintenance

  An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

  Last updated 2025-07-16

• ssh-for-agents

  WilliamSmithEdward

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to execute SSH commands, read files, and list directories on remote hosts with a configurable command-safety policy.

  Last updated 2026-06-18

  5

  MIT

• Terminal Controller for MCP

  GongRzhe

  A

  license

  A

  quality

  F

  maintenance

  An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface for LLMs.

  Last updated 2025-06-14

  10

  99

  MIT

• Board Terminal Skill

  kkst1

  F

  license

  B

  quality

  C

  maintenance

  MCP server for running shell commands on a Linux development board via UART serial.

  Last updated 2026-07-15

  1

• MCP File Tools Server

  ivmarcos

  A

  license

  -

  quality

  D

  maintenance

  Provides file system operations (read, search, list) and time queries, enabling Claude to interact with files and get time in any timezone.

  Last updated 2025-11-22

  36

  MIT

• MCP Tools

  ZbigniewTomanek

  A

  license

  -

  quality

  D

  maintenance

  A custom Model Context Protocol server that gives Claude Desktop and other LLMs access to file system operations and command execution capabilities through standardized tool interfaces.

  Last updated 2025-04-16

  23

  Apache 2.0

• Claude Desktop Commander MCP

  StrawHatAI

  A

  license

  A

  quality

  D

  maintenance

  Allows Claude to execute terminal commands on your computer and perform file system operations including surgical code editing with diff-based replacements.

  Last updated 2025-08-04

  19

  126,112

  7

  MIT

• MCP CLI Server

  clalarco

  F

  license

  A

  quality

  D

  maintenance

  An MCP server that provides tools to interact with CLI applications, enabling process management including start, stop, check status, send input, and read output.

  Last updated 2026-02-13

  8

• Hetzner Cloud MCP Server —

  wbf-solutions

  A

  license

  -

  quality

  C

  maintenance

  Open-source MCP server for managing Hetzner Cloud infrastructure with two management layers: * Layer 1 — Hetzner Cloud API (35 tools): Server power control, metrics, snapshots, backups, firewalls, DNS zones and records, rescue mode, server rebuild and rescale. Works even when the server OS is unresponsive. * Layer 2 — SSH (25 tools): Service management (systemd), Nginx config and reload,

  Last updated 2026-04-12

  MIT

• OpenAI Secure MCP Tunnel

  6maple

  A

  license

  -

  quality

  B

  maintenance

  Enables file operations and bash command execution on the local workspace, securely exposed to ChatGPT via OpenAI Tunnel.

  Last updated 2026-07-12

  1

  MIT

• ABAQUS MCP Server for GUI

  jianzhichun

  A

  license

  -

  quality

  D

  maintenance

  A server that enables programmatic interaction with an already running Abaqus/CAE GUI application, allowing users to execute Python scripts and retrieve message logs through the Model Context Protocol (MCP).

  Last updated 2025-05-26

  95

  MIT

• Self-hosted MCP server for

  LeszczynskiKarol

  A

  license

  -

  quality

  B

  maintenance

  Give Claude direct access to your AWS account, SSH into your servers, run shell commands on your laptop, query your databases, and manage PM2 processes — all from a Claude chat. No Claude Code subscription needed. Your keys never leave your machine.

  Last updated 2026-07-20

  1

  MIT