Best Infrastructure & DevOps Tools 2026
The #1 infrastructure & devops tools in 2026 is attune-ai with a Nerq Trust Score of 79/100 (B), based on Nerq's independent analysis of 20 infrastructure & devops tools across 5 trust dimensions. Rankings update daily — last updated: 2026-05-13.
According to Nerq's analysis, the top 5 infrastructure & devops tools by trust score are: 1. attune-ai (79/100), 2. ansible/ansible (77/100), 3. covibes/zeroshot (76/100), 4. mcp (76/100), 5. tomcat-mcp (76/100). Nerq Trust Scores range from 73 to 79 among the top 20. Scores are based on 5 independent trust dimensions including security, maintenance, and community adoption. Updated daily.
| # | Name | Trust | Grade |
|---|---|---|---|
| 1 | attune-ai | 79 | B |
| 2 | ansible/ansible | 77 | B+ |
| 3 | covibes/zeroshot | 76 | B+ |
| 4 | mcp | 76 | B |
| 5 | tomcat-mcp | 76 | B |
| 6 | intent-solutions-io/iam-bobs-brain | 76 | B |
| 7 | internet-development/ts-general-agent | 76 | B |
| 8 | issamsam/Aethershell | 76 | B |
| 9 | agile-agent-team | 76 | B |
| 10 | Dutta2005/Orbit-CLI | 75 | B |
Top 20 Infrastructure & DevOps Tools by Nerq Trust Score
| # | Name | Trust | Grade | Stars | Description |
|---|---|---|---|---|---|
| 1 | attune-ai | 79 | B | 1 | AI-powered developer workflows with cost optimization and intelligent routing. |
| 2 | ansible/ansible | 77 | B+ | 68.1k | Ansible is a radically simple IT automation platform that makes your applications and systems easier... |
| 3 | covibes/zeroshot | 76 | B+ | 1.2k | Your autonomous engineering team in a CLI. Point Zeroshot at an issue, walk away, and return to prod... |
| 4 | mcp | 76 | B | - | MCP server for managing Kunobi via AI assistants. |
| 5 | tomcat-mcp | 76 | B | - | A local Tomcat management MCP server for Kiro IDE enabling AI-assisted operations. |
| 6 | intent-solutions-io/iam-bobs-brain | 76 | B | 15 | General-purpose enterprise orchestrator on Google ADK + Vertex AI Agent Engine. Multi-agent system w... |
| 7 | internet-development/ts-general-agent | 76 | B | 8 | General agent with adapters that uses Vercel's AI Gateway aiming to be under $50 a day and still eff... |
| 8 | issamsam/Aethershell | 76 | B | 4 | AetherShell is an AI-powered Linux shell assistant for offline command execution. |
| 9 | agile-agent-team | 76 | B | 1 | A multi-agent AI system simulating a high-performing agile development team. |
| 10 | Dutta2005/Orbit-CLI | 75 | B | 7 | A powerful command-line interface AI agent with ease. |
| 11 | SonarQubeAgentLibrary | 75 | B | - | Library for integrating SonarQube analysis into CI/CD pipelines. |
| 12 | rsn-game-qa | 75 | B | - | RL-driven autonomous game testing platform that trains agents to find bugs humans miss |
| 13 | lisa | 75 | B | 10 | Deterministic autonomous issue resolver for Linear/Trello |
| 14 | bee-hive | 75 | B | - | Next-generation multi-agent orchestration system for autonomous software development. |
| 15 | controlplaneio-fluxcd/flux-operator | 74 | B | 482 | GitOps on Autopilot Mode |
| 16 | mcp-gh-pr-mini | 74 | B | - | A minimal MCP server for interacting with GitHub pull requests. |
| 17 | sui-dev-agents | 73 | B | - | A plugin of AI agents for SUI network development |
| 18 | TommyLemon/APIAuto | 73 | B | 2.1k | TommyLemon/APIAuto is a powerful and easy-to-use tool for HTTP API development with AI-driven featur... |
| 19 | EvilFreelancer/openapi-to-mcp | 73 | B | 7 | Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, Streamable HTTP - for A... |
| 20 | ChaseAI | 73 | B | - | ChaseAI is a local tray-based orchestrator for AI agents. |
How We Rank Infrastructure & DevOps Tools
These infrastructure & devops tools are ranked by Nerq Trust Score, which evaluates security, maintenance, community adoption, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. Scores are updated continuously as new data becomes available.
FAQ
What are the best infrastructure & devops tools in 2026?
Based on Nerq Trust Scores, the top-ranked infrastructure & devops tools are listed above, scored on security, activity, documentation, and community metrics.
How are infrastructure & devops tools ranked?
Nerq ranks tools using Trust Score v2, which combines security analysis, maintenance activity, documentation quality, and community adoption signals.
Are these infrastructure & devops tools safe to use?
Each tool has an individual safety report. Click any tool name to see its detailed trust analysis.
What does a Nerq Trust Score of A mean?
An A grade (80-89) means the entity has strong signals across security, maintenance, documentation, and community adoption. A+ (90-100) is the highest possible rating.
How does Nerq evaluate infrastructure & devops tools?
Nerq analyzes infrastructure & devops tools across multiple dimensions including security vulnerabilities, license compliance, maintenance activity, documentation quality, and community adoption. Each dimension is scored independently and combined into an overall Trust Score (0-100).