Best AI DevOps Agents 2026
Published 2026-04-28 · 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 11,661 DevOps and infrastructure agents in the Nerq index by Trust Score to identify the most production-ready tools.
Top 5 — in detail
1. cyanheads/git-mcp-server — agent
An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git operations including clone, commit, branch, diff, log, status
Trust: 89.0/100 (A) · GitHub · 185 stars · full report
2. auth0/auth0-mcp-server — MCP server
Trust: 85.3/100 (A) · GitHub · 93 stars · full report
3. arabold/docs-mcp-server — agent
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
Trust: 83.9/100 (A) · GitHub · 1,061 stars · full report
4. gcloud-mcp — MCP server
gcloud MCP server enables AI assistants to interact with models using the Model Context Protocol.
Trust: 81.2/100 (A) · GitHub · 653 stars · full report
5. mcp — agent
Microsoft Learn MCP Server provides real-time, trusted Microsoft documentation and code samples to LLMs and AI agents.
Trust: 80.8/100 (A) · GitHub · 1,350 stars · full report
Full ranking — top 15
| # | Name | Type | Score | Grade | Source | Stars |
|---|---|---|---|---|---|---|
| 1 | cyanheads/git-mcp-server | agent |
89.0 | A | GitHub | 185 |
| An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git operations including clone, commit, br... | ||||||
| 2 | auth0/auth0-mcp-server | MCP server |
85.3 | A | GitHub | 93 |
| 3 | arabold/docs-mcp-server | agent |
83.9 | A | GitHub | 1,061 |
| Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools | ||||||
| 4 | gcloud-mcp | MCP server |
81.2 | A | GitHub | 653 |
| gcloud MCP server enables AI assistants to interact with models using the Model Context Protocol. | ||||||
| 5 | mcp | agent |
80.8 | A | GitHub | 1,350 |
| Microsoft Learn MCP Server provides real-time, trusted Microsoft documentation and code samples to LLMs and AI agents. | ||||||
| 6 | strava-mcp | MCP server |
80.3 | A | GitHub | 239 |
| A Model Context Protocol (MCP) server for accessing Strava data through AI. | ||||||
| 7 | attune-ai | agent |
79.2 | B | GitHub | 1 |
| AI-powered developer workflows with cost optimization and intelligent routing. | ||||||
| 8 | smart-mcp-proxy/mcpproxy-go | agent |
79.1 | B | GitHub | 156 |
| Supercharge AI Agents, Safely | ||||||
| 9 | vinkius-labs/mcp-fusion | agent |
78.3 | B | GitHub | 195 |
| The first framework for building MCP servers that agents actually understand. Not another SDK wrapper. A fundamentally new architecture — MVA (Model-View-Agent) — built from the... | ||||||
| 10 | ansible/ansible | agent |
76.8 | 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 ... | ||||||
| 11 | dream-num/univer | MCP server |
76.5 | B+ | GitHub | 12,436 |
| Build AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets on both web and server. With Univer Platform, Univer Spreadsheets is driven ... | ||||||
| 12 | 5ire | MCP server |
76.5 | B+ | mcp_registry | 5,029 |
| 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol serve... | ||||||
| 13 | Office-PowerPoint-MCP-Server | MCP server |
76.5 | B+ | mcp_registry | 1,524 |
| A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations ... | ||||||
| 14 | rinadelph/Agent-MCP | agent |
76.5 | B+ | GitHub | 1,165 |
| Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed f... | ||||||
| 15 | covibes/zeroshot | agent |
76.4 | B+ | GitHub | 1,214 |
| Your autonomous engineering team in a CLI. Point Zeroshot at an issue, walk away, and return to production-grade code. Supports Claude Code, OpenAI Codex, OpenCode, and Gemini CLI. | ||||||
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 11,661 devops agents.
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