AI agent tools for infrastructure
Short answer: Our top pick for infrastructure: mcp-server-kubernetes, with the highest AgentPick Score (70/100) among tools tagged "infrastructure". Runners-up: coolify-mcp (65) and obelisk (65). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | mcp-server-kubernetes | MCP Server for kubernetes management commands | 70/100 | ★ 1.6k | MIT | 14 Oct 2026 |
| #2 | coolify-mcp | MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants | 65/100 | ★ 611 | MIT | 14 Oct 2026 |
| #3 | obelisk | Every past session, subagent, and workflow -- queryable by your agent, browsable by you | 65/100 | ★ 587 | AGPL-3.0 | 9 Oct 2026 |
| #4 | pctx | pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-eff… | 63/100 | ★ 281 | MIT | 10 Oct 2026 |
| #5 | zabbix-mcp-server | MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS … | 60/100 | ★ 231 | AGPL-3.0 | 14 Oct 2026 |
| #6 | nixopus | Run production apps without thinking about infrastructure. On your server or ours. Fully agentic. | 59/100 | ★ 1.5k | See repo | 11 Oct 2026 |
| #7 | emisar | Let AI agents investigate and operate infrastructure through declared actions, bounded by policy and host-side checks. Approvals when required, with a… | 58/100 | ★ 337 | See repo | 13 Oct 2026 |
| #8 | MCPJungle | One place to manage & connect to all your MCP servers | 57/100 | ★ 1.3k | MPL-2.0 | 2 Aug 2026 |
| #9 | agent | Ship your code, on autopilot. An open source agent that lives on your machines 24/7 and keeps your apps running. 🦀 | 49/100 | ★ 1.8k | Apache-2.0 | 6 Jul 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Grant the narrowest permissions the server allows.
- Check whether it runs locally or calls a remote service.
- Prefer servers listed in the official MCP registry.
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