Best Infrastructure & DevOps Tools 2026
The #1 infrastructure & devops tools in 2026 is agent-skills dengan Skor Kepercayaan Nerq sebesar 81/100 (A), based on Nerq's independent analysis of 20 infrastructure & devops tools across 5 trust dimensi. Diperbarui setiap hari — terakhir diperbarui: 2026-04-23.
Menurut Nerq's analysis, the top 5 infrastructure & devops tools by trust score are: 1. agent-skills (81/100), 2. rohitg00/kubectl-mcp-server (80/100), 3. attune-ai (79/100), 4. josStorer/RWKV-Runner (78/100), 5. qixing-jk/all-api-hub (78/100). Nerq Trust Scores range from 76 to 81 among the top 20. Scores are based on 5 independent trust dimensi including keamanan, pemeliharaan, and adopsi komunitas. Diperbarui setiap hari.
| # | Nama | Kepercayaan | Nilai |
|---|---|---|---|
| 1 | agent-skills | 81 | A |
| 2 | rohitg00/kubectl-mcp-server | 80 | B |
| 3 | attune-ai | 79 | B |
| 4 | josStorer/RWKV-Runner | 78 | B+ |
| 5 | qixing-jk/all-api-hub | 78 | B+ |
| 6 | dddabtc/winremote-mcp | 78 | B |
| 7 | mackerel-container-agent | 77 | B |
| 8 | ansible/ansible | 77 | B+ |
| 9 | mcp | 76 | B |
| 10 | dynatrace-snowflake-observability-agent | 76 | B |
Top 20 Infrastructure & DevOps Tools berdasarkan Nerq Trust Score
| # | Nama | Kepercayaan | Nilai | Stars | Deskripsi |
|---|---|---|---|---|---|
| 1 | agent-skills | 81 | A | 323 | A collection of Agent skills and Claude Code plugins for HashiCorp products. |
| 2 | rohitg00/kubectl-mcp-server | 80 | B | 832 | A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install... |
| 3 | attune-ai | 79 | B | 1 | AI-powered developer workflows with cost optimization and intelligent routing. |
| 4 | josStorer/RWKV-Runner | 78 | B+ | 6.2k | A RWKV management and startup tool, full automation, only 8MB. And provides an interface compatible ... |
| 5 | qixing-jk/all-api-hub | 78 | B+ | 1.4k | 一站式管理 New API 兼容中转站账号：余额/用量看板、自动签到、密钥一键导出到常用应用、网页内 API 可用性测试、渠道与模型同步/重定向 | New‑API relay manager: ba... |
| 6 | dddabtc/winremote-mcp | 78 | B | 24 | Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations vi... |
| 7 | mackerel-container-agent | 77 | B | 36 | Mackerel monitoring agent for containers on orchestration platforms. |
| 8 | ansible/ansible | 77 | B+ | 68.1k | Ansible is a radically simple IT automation platform that makes your applications and systems easier... |
| 9 | mcp | 76 | B | - | MCP server for managing Kunobi via AI assistants. |
| 10 | dynatrace-snowflake-observability-agent | 76 | B | 6 | Streams Snowflake telemetry to Dynatrace for enhanced data platform observability. |
| 11 | claude-command-centre | 76 | B | - | AI-assisted software delivery hub |
| 12 | elastic/elastic-agent | 76 | B | 233 | Elastic Agent - single, unified way to add monitoring for logs, metrics, and other types of data to ... |
| 13 | Ibrahim-3d/conductor-orchestrator-superpowers | 76 | B | 167 | Multi-agent orchestration system for Claude Code with parallel execution, automated quality gates, B... |
| 14 | tamtom/gplay-cli-skills | 76 | B | 6 | AI Agent Skills for Google Play Console CLI (gplay) |
| 15 | kitty-mcp | 76 | B | - | A production-grade MCP server for controlling kitty terminal instances. |
| 16 | mcp-mobile-interaction | 76 | B | - | An MCP server for interacting with Android and iOS devices/emulators. |
| 17 | tomcat-mcp | 76 | B | - | A local Tomcat management MCP server for Kiro IDE enabling AI-assisted operations. |
| 18 | Roaudter-agent | 76 | B | - | Multi-provider LLM router with policy and fallback capabilities. |
| 19 | myclaw | 76 | B | - | MyClaw is a private, safe and free version of OpenClaw with enhanced keamanan and additional provide... |
| 20 | xc-mcp | 76 | B | 58 | XC-MCP is a convenience wrapper for Xcode CLI tools and iOS Simulator. |
Cara Kami Memberi Peringkat Infrastructure & DevOps Tools
These infrastructure & devops tools are ranked berdasarkan Nerq Trust Score, which evaluates keamanan, pemeliharaan, adopsi komunitas, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. Skor diperbarui secara berkelanjutan saat data baru tersedia.
Pertanyaan yang Sering Diajukan
Apa Best Infrastructure & DevOps Tools terbaik di tahun 2026?
Berdasarkan skor kepercayaan Nerq, Best Infrastructure & DevOps Tools dengan peringkat tertinggi tercantum di atas, dinilai berdasarkan keamanan, pemeliharaan, dokumentasi, dan adopsi komunitas.
Bagaimana Best Infrastructure & DevOps Tools dirangking?
Nerq merangking alat menggunakan Trust Score v2, yang menggabungkan analisis keamanan, aktivitas pemeliharaan, kualitas dokumentasi, dan adopsi komunitas.
Apakah Best Infrastructure & DevOps Tools ini aman digunakan?
Setiap alat memiliki laporan keamanan individual. Klik nama alat untuk melihat analisis kepercayaan detailnya.
Apa arti Nerq Trust Score A?
Nilai A (80–89) berarti entitas memiliki sinyal kuat di keamanan, pemeliharaan, dokumentasi, dan adopsi komunitas. A+ (90–100) adalah peringkat tertinggi.
Bagaimana Nerq mengevaluasi Best Infrastructure & DevOps Tools?
Nerq menganalisis Best Infrastructure & DevOps Tools di berbagai dimensi termasuk kerentanan keamanan, kepatuhan lisensi, aktivitas pemeliharaan, kualitas dokumentasi, dan adopsi komunitas. Setiap dimensi dinilai secara independen dan digabungkan menjadi skor kepercayaan keseluruhan (0–100).