Best DevOps & Monitoring Tools for AI in 2026

Looking for the best devops & monitoring tools to supercharge your AI setup? We curated the top picks from the a-gnt catalog.

Whether you're a complete beginner or already using AI daily, these tools are designed to be easy to install and start using right away.

1. Sentry

Monitor errors in your app and fix issues before users notice Let your AI keep an eye on your app's health through Sentry. It can check for new errors, analyze crash reports, and help you understand what went wrong — all in plain language.

Ideal for anyone running a website or app who wants to catch problems early. Ask "Are there any new errors today?" or "What's causing the checkout page to crash?" and get clear answers.
Install: @anthropic/mcp-server-sentry
Try Sentry on a-gnt

2. Cloudflare Manager

Manage your Cloudflare Workers and sites through conversation
Control your Cloudflare account with plain English. Deploy websites, manage Workers, update DNS records, and check analytics — all by telling your AI what you need.

Great for business owners who use Cloudflare to protect and speed up their websites. Instead of navigating dashboards, just ask your AI to check your traffic stats or update a setting.
Install: @anthropic/mcp-server-cloudflare
Try Cloudflare Manager on a-gnt

3. Sentry MCP Server

Investigate errors and performance issues in Sentry
Query Sentry issues, view error details and stack traces, manage releases, and investigate performance transactions. Debug production errors through conversation.
Install: @sentry/mcp-server-sentry
Try Sentry MCP Server on a-gnt

4. Datadog MCP Server

Query metrics, manage dashboards, and investigate alerts in Datadog
Query Datadog metrics, view dashboards, investigate alerts, manage monitors, and search logs through your AI assistant. Debug production issues faster with conversational observability.
Install: mcp-server-datadog
Try Datadog MCP Server on a-gnt

5. PagerDuty MCP Server

Manage PagerDuty incidents, on-call schedules, and alerts
Create and manage incidents, check who's on-call, acknowledge alerts, query incident history, and manage escalation policies through your AI assistant.
Install: mcp-server-pagerduty
Try PagerDuty MCP Server on a-gnt

6. Cloudflare MCP Server

Manage Cloudflare Workers, DNS, and security settings
Deploy Workers, manage DNS records, configure page rules, check analytics, and manage Cloudflare security settings through your AI assistant.
Install: @cloudflare/mcp-server-cloudflare
MTry Cloudflare MCP Server on a-gnt

7. AWS MCP Server

Manage AWS resources across S3, EC2, Lambda, and more
Interact with AWS services — S3 buckets, EC2 instances, Lambda functions, DynamoDB tables, CloudFormation stacks, and more. Supports read and write operations with proper IAM scoping.
Install: mcp-server-aws
Try AWS MCP Server on a-gnt

8. Google Cloud MCP Server

Manage GCP resources, Cloud Run, GCS, and Pub/Sub
Interface with Google Cloud Platform services — manage Cloud Run deployments, GCS buckets, Pub/Sub topics, Cloud SQL instances, and more through your AI assistant.
Install: mcp-server-gcp
Try Google Cloud MCP Server on a-gnt

9. Firebase MCP Server

Manage Firebase projects, Firestore, Auth, and hosting
Interact with Firebase services — Firestore documents, Authentication users, Realtime Database, Cloud Functions, and hosting deployments. Debug auth issues and query data.
Install: mcp-server-firebase
Try Firebase MCP Server on a-gnt

10. Vercel MCP Server

Manage Vercel deployments, domains, and environment variables
Deploy projects, manage domains, check deployment status, configure environment variables, and monitor Vercel deployments through your AI assistant.
Install: mcp-server-vercel
Try Vercel MCP Server on a-gnt

Get Started

All of these tools are available on a-gnt.com. Browse the full DevOps & Monitoring category to find even more.