⚙️ DevOps & 运维 — Top 10 AI Agent 工具

CI/CD 流水线、容器编排、日志巡检、告警响应——让 AI Agent 帮你盯着服务器。支持 Docker、Kubernetes、GitHub Actions、Terraform 等,让运维从救火变成自动驾驶。

共收录 316 个工具 · 显示评分最高 10

1

multica-ai/multica

精选Go

The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.

Stars
100
brew install multica-ai/tap/multica
2

opensandbox-group/OpenSandbox

精选Python

Secure, Fast, and Extensible Sandbox runtime for AI agents.

Stars
100
pip install opensandbox
3

Netflix/metaflow

精选Python

Build, Manage and Deploy AI/ML Systems

Stars
100
pip install metaflow
4

Tracer-Cloud/opensre

精选Python

Build your own AI SRE agents. The open source toolkit for the AI era.

Stars
100
5

NVIDIA/OpenShell

精选Rust

OpenShell is the safe, private runtime for autonomous AI agents.

Stars
100
6

rocketride-org/rocketride-server

精选Python

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f

Stars
100
7

metalbear-co/mirrord

精选Rust

Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic.

Stars
100
brew install metalbear-co/mirrord/mirrord
8

iflytek/skillhub

精选Java

Self-hosted, open-source agent skill registry for enterprises. Publish & version skill packages, govern with RBAC and audit logs, deploy on-premise with Docker or Kubernetes.

Stars
100
npm install -g @astron-team/skillhub
9

dagucloud/dagu

精选Go

Local-first workflow engine for ops automation and AI-assisted operations. Open source and self-hostable: single binary, no DBMS. Define DAGs in declarative YAML. Built-in MCP server so AI agents can

Stars
100
brew install dagu
10

kagent-dev/kagent

精选Go

Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

Stars
100

💡 如何选择合适的 DevOps & 运维 工具?

评分是怎么算的?+

Trove 的评分包含 4 个维度:文档质量(Doc)、代码质量(Code)、社区活跃度(Community)和近期更新(Activity),总分 25 分,并划分为精选(≥20)、已验证(≥12.5)、社区(<12.5)三档。

如何选择适合自己的工具?+

先看 tier(精选/已验证优先),再看 stars 和近期更新时间,最后看 install_hint 确认安装方式是否符合你的环境(npm/pip/go 等)。

这些工具支持哪些 AI 平台?+

大多数工具以 MCP 协议为标准,兼容 Claude、OpenClaw、Codex、Cursor 等主流 AI 平台。部分工具还提供 OpenAI Function / LangChain Tool 格式。

如何把自己的工具上榜?+

在 GitHub 发布你的工具,带上相关 topic(如 mcp-server、ai-agent-skills),Trove 的爬虫会自动收录并评分。也可以到 opentrove.ai/publish 主动提交。

DevOps & 运维 - 最佳 AI Agent 工具 Top 10 | Trove