Best Infrastructure & DevOps Tools 2026
The #1 infrastructure & devops tools in 2026 is GoogleCloudPlatform/agent-starter-pack with a Nerq Trust Score of 84/100 (A), based on Nerq's independent analysis of 20 infrastructure & devops tools across 5 trust dimensions. Rankings update daily — last updated: 2026-08-12.
According to Nerq's analysis, the top 5 infrastructure & devops tools by trust score are: 1. GoogleCloudPlatform/agent-starter-pack (84/100), 2. astron-rpa (81/100), 3. laravel/boost (80/100), 4. agentics (80/100), 5. google/adk-python (79/100). Nerq Trust Scores range from 74 to 84 among the top 20. Scores are based on 5 independent trust dimensions including security, maintenance, and community adoption. Updated daily.
| # | Name | Trust | Grade |
|---|---|---|---|
| 1 | GoogleCloudPlatform/agent-starter-pack | 84 | A |
| 2 | astron-rpa | 81 | A |
| 3 | laravel/boost | 80 | B |
| 4 | agentics | 80 | B |
| 5 | google/adk-python | 79 | B |
| 6 | vfarcic/dot-ai | 79 | B |
| 7 | scout_apm_python | 78 | B |
| 8 | aimclub/OSA | 78 | B |
| 9 | elizaOS/eliza | 78 | B |
| 10 | llama_deploy | 78 | B |
Top 20 Infrastructure & DevOps Tools by Nerq Trust Score
| # | Name | Trust | Grade | Stars | Description |
|---|---|---|---|---|---|
| 1 | GoogleCloudPlatform/agent-starter-pack | 84 | A | 5.8k | Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/C... |
| 2 | astron-rpa | 81 | A | 6.5k | AstronRPA is an open-source enterprise RPA suite for automation. |
| 3 | laravel/boost | 80 | B | 3.3k | Laravel-focused MCP server for augmenting your AI powered local development experience. |
| 4 | agentics | 80 | B | 268 | Agentics provides GitHub workflows for issue triage, CI monitoring, and intelligent research. |
| 5 | google/adk-python | 79 | B | 18.2k | An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI a... |
| 6 | vfarcic/dot-ai | 79 | B | 294 | Intelligent dual-mode agent for DevOps, deploying apps to Kubernetes clusters. |
| 7 | scout_apm_python | 78 | B | 75 | Monitors the performance of Python web frameworks. |
| 8 | aimclub/OSA | 78 | B | 131 | Tool that just makes your open source project better using LLM agents |
| 9 | elizaOS/eliza | 78 | B | 17.6k | Autonomous agents for everyone |
| 10 | llama_deploy | 78 | B | 2.1k | Deploys agentic workflows to production. |
| 11 | cli | 78 | B | 1.2k | The official TanStack CLI for project scaffolding, MCP server management, and agent skills installat... |
| 12 | fluent-mcp | 77 | B | 18 | MCP server for Fluent (ServiceNow SDK) enabling AI-assisted development. |
| 13 | MigoXLab/webqa-agent | 77 | B | 164 | Autonomous web browser agent that audits performance, functionality & UX for engineers and vibe-codi... |
| 14 | call518/MCP-PostgreSQL-Ops | 76 | B | 137 | 🔍Professional MCP server for PostgreSQL operations & monitoring: 30+ extension-independent tools for... |
| 15 | copilot-guardian | 76 | B | 1 | Copilot Guardian is a deterministic safety layer for Copilot-driven CI healing. |
| 16 | ansible/ansible | 75 | B+ | 68.1k | Ansible is a radically simple IT automation platform that makes your applications and systems easier... |
| 17 | Arvo-AI/aurora | 75 | B | 90 | Aurora is an automated root cause analysis investigation tool for Site Reliability Engineers. |
| 18 | UCAgent | 74 | B | 98 | UnityChip Verification AI-Agent automates chip verification tasks. |
| 19 | jonathan-vella/azure-agentic-infraops | 74 | B | 175 | Automates Azure infrastructure with AI. |
| 20 | airflow-mcp-iap | 74 | B | - | An MCP server for Apache Airflow 3 with Google IAP authentication and OAuth2 desktop flow. |
How We Rank Infrastructure & DevOps Tools
These infrastructure & devops tools are ranked by Nerq Trust Score, which evaluates security, maintenance, community adoption, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. Scores are updated continuously as new data becomes available.
FAQ
What are the best infrastructure & devops tools in 2026?
Based on Nerq Trust Scores, the top-ranked infrastructure & devops tools are listed above, scored on security, activity, documentation, and community metrics.
How are infrastructure & devops tools ranked?
Nerq ranks tools using Trust Score v2, which combines security analysis, maintenance activity, documentation quality, and community adoption signals.
Are these infrastructure & devops tools safe to use?
Each tool has an individual safety report. Click any tool name to see its detailed trust analysis.
What does a Nerq Trust Score of A mean?
An A grade (80-89) means the entity has strong signals across security, maintenance, documentation, and community adoption. A+ (90-100) is the highest possible rating.
How does Nerq evaluate infrastructure & devops tools?
Nerq analyzes infrastructure & devops tools across multiple dimensions including security vulnerabilities, license compliance, maintenance activity, documentation quality, and community adoption. Each dimension is scored independently and combined into an overall Trust Score (0-100).