Best AI DevOps Agents 2026
Published 2026-07-16 · 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 11,634 DevOps and infrastructure agents in the Nerq index by Trust Score to identify the most production-ready tools.
Top 5 — in detail
1. ansible/ansible — agent
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud
Trust: 75.2/100 (B+) · GitHub · 68,119 stars · full report
2. trustrails-mcp-server — agent
Search UK electronics products across multiple retailers via MCP.
Trust: 73.0/100 (B) · GitHub · full report
3. ChaseAI — agent
ChaseAI is a local tray-based orchestrator for AI agents.
Trust: 72.9/100 (B) · GitHub · full report
4. tinyfish-io/agentql-mcp — agent
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
Trust: 72.8/100 (B) · GitHub · 148 stars · full report
5. fibaro-mcp — MCP server
A Model Context Protocol server for controlling Fibaro home automation devices.
Trust: 72.8/100 (B) · GitHub · 1 stars · full report
Full ranking — top 15
| # | Name | Type | Score | Grade | Source | Stars |
|---|---|---|---|---|---|---|
| 1 | ansible/ansible | agent |
75.2 | B+ | GitHub | 68,119 |
| Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network ... | ||||||
| 2 | trustrails-mcp-server | agent |
73.0 | B | GitHub | — |
| Search UK electronics products across multiple retailers via MCP. | ||||||
| 3 | ChaseAI | agent |
72.9 | B | GitHub | — |
| ChaseAI is a local tray-based orchestrator for AI agents. | ||||||
| 4 | tinyfish-io/agentql-mcp | agent |
72.8 | B | GitHub | 148 |
| Model Context Protocol server that integrates AgentQL's data extraction capabilities. | ||||||
| 5 | fibaro-mcp | MCP server |
72.8 | B | GitHub | 1 |
| A Model Context Protocol server for controlling Fibaro home automation devices. | ||||||
| 6 | claudear | agent |
72.8 | B | GitHub | — |
| Unified watcher service that monitors services and spawns agents to fix issues. | ||||||
| 7 | lacy | agent |
72.8 | B- | GitHub | — |
| Install lacy — talk to your terminal | ||||||
| 8 | devantler-tech/ksail | MCP server |
72.7 | B | GitHub | 130 |
| Tool for creating, maintaining and operating Kubernetes clusters with ease. | ||||||
| 9 | Azure/aks-mcp | MCP server |
72.7 | B | GitHub | 115 |
| A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) ... | ||||||
| 10 | aashari/mcp-server-atlassian-bitbucket | MCP server |
72.7 | B | GitHub | 115 |
| Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, sear... | ||||||
| 11 | takashiishida/arxiv-latex-mcp | MCP server |
72.7 | B | GitHub | 100 |
| MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers. | ||||||
| 12 | k3s-mcp-server | MCP server |
72.7 | B | GitHub | 1 |
| MCP server for K3s cluster management using kubectl. | ||||||
| 13 | elastic-ai-agent-bui | agent |
72.7 | B | GitHub | 1 |
| An enterprise-grade intelligent DevOps incident response system powered by multi-agent AI orchestration. | ||||||
| 14 | maestro-self-healing-skill | agent |
72.7 | B | GitHub | — |
| AI-driven QA agent for self-healing mobile tests in Maestro E2E. | ||||||
| 15 | agente-admin-observabilidad | agent |
72.7 | B | GitHub | — |
| Automates alert analysis using Agno Framework and Grafana Stack. | ||||||
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 11,634 devops agents.
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