Best AI DevOps Agents 2026
Published 2026-06-14 · 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. cyanheads/git-mcp-server — agent
A secure and scalable Git MCP server enabling AI agents to perform comprehensive Git version control operations via STDIO and Streamable HTTP.
Trust: 89.0/100 (B+) · GitHub · full report
2. auth0/auth0-mcp-server — MCP server
Trust: 85.3/100 (A) · GitHub · 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 (D) · GitHub · 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 | B+ | GitHub | — |
| A secure and scalable Git MCP server enabling AI agents to perform comprehensive Git version control operations via STDIO and Streamable HTTP. | ||||||
| 2 | auth0/auth0-mcp-server | MCP server |
85.3 | A | GitHub | — |
| 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 | D | GitHub | — |
| 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 | — |
| A Model Context Protocol (MCP) server for accessing Strava data through AI. | ||||||
| 7 | smart-mcp-proxy/mcpproxy-go | agent |
79.1 | B | GitHub | 156 |
| Supercharge AI Agents, Safely | ||||||
| 8 | claude-kvm | MCP server |
75.7 | B | GitHub | — |
| MCP server for remote desktop control via VNC and SSH. | ||||||
| 9 | 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 ... | ||||||
| 10 | hyper-mcp-rs/hyper-mcp | MCP server |
73.8 | B | GitHub | 862 |
| 📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins. | ||||||
| 11 | guildbridge | MCP server |
73.6 | B | GitHub | — |
| MCP server for Discord exposing read/search/post operations. | ||||||
| 12 | filesystem-mcp | MCP server |
73.2 | B | GitHub | 2 |
| Read-only MCP server for secure filesystem exploration, searching, and analysis. | ||||||
| 13 | trustrails-mcp-server | agent |
73.0 | B | GitHub | — |
| Search UK electronics products across multiple retailers via MCP. | ||||||
| 14 | ChaseAI | agent |
72.9 | B | GitHub | — |
| ChaseAI is a local tray-based orchestrator for AI agents. | ||||||
| 15 | antigravity-coordinator | agent |
72.9 | B | GitHub | — |
| Self-Optimizing Multi-Agent Coordination framework for autonomous agents. | ||||||
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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