AI agents transform the DevOps sector: Browse our directory of intelligent solutions from trusted AI agency partners and automation experts.

AI Agents for DevOps | AI Agent Store

ClawWatcher is a monitoring dashboard for OpenClaw that provides real-time visibility into what your agent is doing and what it costs. It focuses on cost transparency—tracking tokens (including input/output split), actions/tool calls, and dollars per task—so builders can identify inefficient prompts, expensive defaults, and workflows that burn budget unexpectedly. The product is positioned as a lightweight observability layer for OpenClaw usage and spend analysis to help teams reduce costs and debug agent behavior.

ClawWatcher

clawwatcher

Real-time OpenClaw monitoring that breaks down token spend, actions, and cost per task so you can spot waste and optimize prompts.

Tailscale is a secure connectivity platform that creates a private mesh network (“tailnet”) between devices and services using WireGuard as the data plane and a control plane for identity, key distribution, and policy. It’s commonly used by developers to give servers, containers, and services private, authenticated access without exposing ports publicly. For AI agent developers, it’s useful for securely connecting self-hosted agent runners, internal APIs, databases, vector stores, and automation tools across clouds and local machines. Tailscale includes features like ACL-based access policies, MagicDNS, device sharing, subnet routing, and exit nodes for routing traffic through a trusted device.

Tailscale

tailscale

Secure mesh VPN built on WireGuard for private access to devices and services, useful for self-hosted AI agent stacks and tooling.

Skill Scanner is an open-source security scanner for AI agent skills that helps developers and security teams assess whether a skill is safe to use. It detects threats such as prompt injection, data exfiltration attempts, and malicious code patterns by combining multiple analysis engines, including pattern-based detection (YAML + YARA), behavioral dataflow analysis, and LLM-assisted semantic review. It is designed for CI/CD usage and supports SARIF output for GitHub Code Scanning, enabling automated gating and actionable reports with file locations, severity, and remediation guidance. The project supports skill formats such as OpenAI Codex Skills and Cursor Agent Skills that follow the Agent Skills specification.

Skill Scanner

skill-scanner

Open-source security scanner for agent skills to detect prompt injection, data exfiltration, and malicious code patterns with SARIF output.

Codiga (now part of Datadog) is a customizable static code analysis platform that runs in IDEs and CI/CD to detect code quality issues, security vulnerabilities, duplicated/complex code, and leaked secrets. It supports custom rules and rulesets created in a browser and can provide automated code reviews on platforms like GitHub/GitLab/Bitbucket, with fast feedback and automated fixes (“autofix”) directly in the developer workflow. Codiga also includes a separate “Coding Assistant” product focused on team code snippets and reusable patterns integrated into popular IDEs.

Codiga

codiga

Static code analysis and automated code reviews with IDE/CI integrations, security rulesets, custom rules, and one-click autofix.

CAST AI is an application performance automation platform for Kubernetes that helps teams reduce cloud spend and improve workload performance through automated optimization. It provides Kubernetes cost and performance monitoring, then adds automation such as intelligent autoscaling, rightsizing, bin packing, and Spot Instance orchestration with fallback to maintain reliability. CAST AI supports major managed Kubernetes services (EKS, GKE, AKS) and other environments, and offers usage-based plans with a free tier for monitoring plus paid tiers for automated optimization features.

CAST AI

cast-ai

Kubernetes automation platform that optimizes cost and performance with autoscaling, rightsizing, Spot automation, and monitoring.

Playwright MCP is an open-source Model Context Protocol (MCP) server from Microsoft that exposes Playwright-powered browser automation as callable tools for AI agents. Instead of relying on screenshots or visually-tuned models, it provides structured page state (including accessibility snapshots) so an LLM can reliably understand and interact with live web pages—clicking, typing, waiting for selectors, navigating, and validating outcomes. It’s useful for AI-assisted web testing, agent-driven site exploration, and automations that need a real browser environment with deterministic, tool-based control.

Playwright MCP

playwright-mcp

An open-source MCP server that lets LLMs automate real browsers with Playwright using structured accessibility snapshots (no screenshots needed).

CodeMender is a Google DeepMind research project focused on automatically improving software security by generating high-quality vulnerability patches. It’s designed to work both reactively (patching newly found vulnerabilities) and proactively (rewriting existing code to reduce or eliminate entire vulnerability classes). The agent leverages advanced “thinking” model capabilities plus a toolbox for reasoning and validation, including program analysis techniques (static and dynamic analysis, differential testing, fuzzing, SMT solvers) and multi-agent components for critique and regression checking. DeepMind reports that in the first six months of development it upstreamed dozens of security fixes to open-source projects, with all patches reviewed by humans before submission, and that broader availability is planned but not yet generally released.

CodeMender

codemender

Google DeepMind research AI agent that autonomously finds, patches, and validates fixes for software security vulnerabilities (human-reviewed before upstreaming).

Google Antigravity is an AI-powered, agent-first development platform and IDE from Google, released alongside the Gemini 3 model family. Built as a fork of Visual Studio Code, it lets developers delegate complex software tasks to autonomous agents that can plan, code, test, and debug across an integrated editor, terminal, and browser. Antigravity’s Agent Manager view orchestrates multiple agents in parallel workspaces, while the Artifacts system surfaces verifiable plans, patches, logs, and screenshots so developers can inspect how work was done. The platform supports multiple models, including Gemini 3 Pro and other leading AI models, and is available as a free preview with generous usage limits on Windows, macOS, and Linux.

Google Antigravity

google-antigravity

Agent-first AI coding environment and IDE from Google where autonomous agents plan, write, test, and debug software across editor, terminal, and browser.

SRE.ai is an AI-driven DevOps assistant that empowers teams to automate complex workflows—from CI/CD orchestration and merge conflict resolution to safe deployments and environment simulations—via natural language agents across integrated systems.

SRE.ai

sre-ai

An AI-powered DevOps platform where agents automate CI/CD workflows, incident detection, and context-driven recommendations.

Trae Agent is an open-source, LLM-powered command-line assistant developed by ByteDance for software development workflows. It supports multi-LLM providers, file editing, bash execution, tool integration, trajectory logging, and a modular architecture—ideal for debugging, patching, documentation, and research.

Trae Agent

trae-agent

Open-source CLI LLM agent for automating software engineering tasks via natural-language commands.

Harness AI Code Agent is an intelligent IDE extension (VS Code & JetBrains) that uses LLMs like GPT‑4 and Gemini Flash to autocomplete, refactor, test, comment, and explain code. It indexes your full codebase to enable contextual chat, semantic search, pull‑request generation, and Terraform/inline assistance.

Harness AI Code Agent

harness-ai-code-agent

An AI-powered code assistant in IDEs that generates, explains, tests, and comments code contextually.

Keploy is an open‑source AI test automation agent that uses eBPF to record live traffic and generate deterministic unit, integration, and API tests with mocks/stubs. It integrates with CI/CD, supports multiple languages, and uses multi‑model LLMs for test generation and self‑healing.

Keploy

keploy

An open‑source AI agent that auto‑generates and maintains unit, integration, and API tests with mocks.

AI Agents for "DevOps" Industry