Best AI DevOps Agents 2026
Published 2026-09-13 · 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. IBM/mcp-context-forge — agent
A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API end
Trust: 86.4/100 (A) · GitHub · 3,477 stars · full report
2. mikeyobrien/ralph-orchestrator — agent
An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration.
Trust: 85.0/100 (A) · GitHub · 2,379 stars · full report
3. snyk/agent-scan — agent
Security scanner for AI agents, MCP servers and agent skills.
Trust: 83.5/100 (A) · GitHub · 1,981 stars · full report
4. strands-agents/docs — agent
Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.
Trust: 82.3/100 (A) · GitHub · 175 stars · full report
5. vstorm-co/full-stack-fastapi-nextjs-llm-template — agent
Full-stack template for AI/LLM apps: FastAPI backend + Next.js frontend, optimized for PydanticAI, LangChain, LangGraph, CrewAI, or DeepAgents agents—with type-safe tools, WebSocket streaming, convers
Trust: 82.2/100 (A) · GitHub · 585 stars · full report
Full ranking — top 15
| # | Name | Type | Score | Grade | Source | Stars |
|---|---|---|---|---|---|---|
| 1 | IBM/mcp-context-forge | agent |
86.4 | A | GitHub | 3,477 |
| A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applicat... | ||||||
| 2 | mikeyobrien/ralph-orchestrator | agent |
85.0 | A | GitHub | 2,379 |
| An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration. | ||||||
| 3 | snyk/agent-scan | agent |
83.5 | A | GitHub | 1,981 |
| Security scanner for AI agents, MCP servers and agent skills. | ||||||
| 4 | strands-agents/docs | agent |
82.3 | A | GitHub | 175 |
| Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code. | ||||||
| 5 | vstorm-co/full-stack-fastapi-nextjs-llm-template | agent |
82.2 | A | GitHub | 585 |
| Full-stack template for AI/LLM apps: FastAPI backend + Next.js frontend, optimized for PydanticAI, LangChain, LangGraph, CrewAI, or DeepAgents agents—with type-safe tools, WebSo... | ||||||
| 6 | TencentCloudBase/CloudBase-MCP | agent |
82.0 | A | GitHub | 980 |
| CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app. | ||||||
| 7 | SmythOS/sre | agent |
81.9 | A | GitHub | 1,232 |
| The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage in... | ||||||
| 8 | google/adk-go | agent |
81.4 | A | GitHub | 7,113 |
| An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. | ||||||
| 9 | zylos-ai/zylos-core | agent |
81.4 | A | GitHub | 798 |
| Open-source agent infrastructure for team collaboration. | ||||||
| 10 | dyoshikawa/rulesync | agent |
81.3 | A | GitHub | 907 |
| A Utility CLI for AI Coding Agents | ||||||
| 11 | stacklok/toolhive | MCP server |
81.1 | A | GitHub | 1,610 |
| ToolHive makes deploying MCP servers easy, secure and fun | ||||||
| 12 | langflow-ai/langflow | agent |
81.0 | A | GitHub | 145,358 |
| Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | ||||||
| 13 | ComposioHQ/composio | agent |
80.9 | A | GitHub | 27,590 |
| Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action. | ||||||
| 14 | strands-agents/sdk-python | agent |
80.9 | A | GitHub | 5,294 |
| A model-driven approach to building AI agents in just a few lines of code. | ||||||
| 15 | callstackincubator/agent-device | agent |
80.5 | A | GitHub | 1,241 |
| CLI for UI automation on iOS, tvOS, macOS, Android, and AndroidTV. | ||||||
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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