Best AI DevOps Agents 2026
Published 2026-03-10 · Data from nerq.ai · Updated hourly
DevOps is where AI agents deliver the most immediate value — automating deployments, managing infrastructure, and resolving incidents autonomously. We ranked all 8,194 DevOps and infrastructure agents in the Nerq index by Trust Score to identify the most production-ready tools.
Top 5 — in detail
1. williamzujkowski/strudel-mcp-server — MCP server
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
Trust: 92.9/100 (A+) · GitHub · 158 stars · full report
2. laravel/boost — MCP server
Laravel-focused MCP server for augmenting your AI powered local development experience.
Trust: 91.2/100 (A+) · GitHub · 3,275 stars · full report
3. harbor — MCP server
Brings a complete LLM stack with hundreds of services.
Trust: 90.5/100 (A+) · GitHub · 2,424 stars · full report
4. microsoft/azure-devops-mcp — agent
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
Trust: 90.3/100 (A+) · GitHub · 1,291 stars · full report
5. opal — agent
OPAL is an open policy administration layer for managing and distributing policies in real-time.
Trust: 90.2/100 (A+) · GitHub · 5,422 stars · full report
Full ranking — top 15
| # | Name | Type | Score | Grade | Source | Stars |
|---|---|---|---|---|---|---|
| 1 | williamzujkowski/strudel-mcp-server | MCP server |
92.9 | A+ | GitHub | 158 |
| A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding. | ||||||
| 2 | laravel/boost | MCP server |
91.2 | A+ | GitHub | 3,275 |
| Laravel-focused MCP server for augmenting your AI powered local development experience. | ||||||
| 3 | harbor | MCP server |
90.5 | A+ | GitHub | 2,424 |
| Brings a complete LLM stack with hundreds of services. | ||||||
| 4 | microsoft/azure-devops-mcp | agent |
90.3 | A+ | GitHub | 1,291 |
| The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents. | ||||||
| 5 | opal | agent |
90.2 | A+ | GitHub | 5,422 |
| OPAL is an open policy administration layer for managing and distributing policies in real-time. | ||||||
| 6 | vfarcic/dot-ai | agent |
90.2 | A+ | GitHub | 294 |
| Intelligent dual-mode agent for DevOps, deploying apps to Kubernetes clusters. | ||||||
| 7 | GoogleCloudPlatform/agent-starter-pack | agent |
90.1 | A+ | GitHub | 5,761 |
| Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability. | ||||||
| 8 | laravel/mcp | MCP server |
90.0 | A+ | GitHub | 679 |
| Rapidly build MCP servers for your Laravel applications. | ||||||
| 9 | QwenLM/qwen-code | agent |
89.7 | A | GitHub | 20,060 |
| An open-source AI agent for terminal-based automation. | ||||||
| 10 | a11ymcp | MCP server |
89.3 | A | GitHub | 72 |
| MCP Server for web accessibility testing. | ||||||
| 11 | neomjs/neo | agent |
89.1 | A | GitHub | 3,150 |
| The Application Engine for the AI Era. A multi-threaded, AI-native runtime with a persistent Scene Graph, enabling AI agents to introspect and mutate the living application stru... | ||||||
| 12 | HolmesGPT/holmesgpt | agent |
89.1 | A | GitHub | 1,885 |
| Your 24/7 On-Call AI Agent - Solve Alerts Faster with Automatic Correlations, Investigations, and More | ||||||
| 13 | Azure-Samples/art-voice-agent-accelerator | agent |
89.1 | A | GitHub | 57 |
| Build, test, and ship omnichannel voice agents on Azure—ACS telephony, custom STT→LLM→TTS pipeline, Voice Live API (voice-to-voice), and Foundry Agents. | ||||||
| 14 | openclaw-ansible | tool |
88.7 | A | GitHub | 271 |
| Automated installation of Clawdbot with Tailscale, UFW, and Docker. | ||||||
| 15 | mcp-docs-service | MCP server |
88.4 | A | GitHub | 53 |
| MCP Documentation Service is a Model Context Protocol implementation for managing documentation. | ||||||
How we rank
Rankings are based on the Nerq Trust Score (0-100), a composite metric covering:
- Security (30%) — vulnerability audit, dependency safety
- Maintenance (25%) — commit recency, release cadence
- Popularity (20%) — stars, downloads, community
- Documentation (15%) — README, API docs, examples
- Ecosystem (10%) — protocol support, integrations
Scores update continuously as new data is crawled. These rankings reflect live data from the Nerq index of 8,194 devops agents.
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