DevOps

DevOps is a set of practices that combine software development (Dev) and IT operations (Ops). It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.

GitHub: https://github.com/topics/devops
Wikipedia: https://en.wikipedia.org/wiki/DevOps
Related Topics: ci, cd, cicd, devsecops, gitops, chatops, test-automation, static-code-analysis, release-automation, infrastructure-as-code,
Aliases: dev-ops,
Last updated: 2026-04-28 00:09:00 UTC
JSON Representation

https://github.com/false-systems/tapio

Edge Intelligence for Kubernetes eBPF-based agent that captures kernel-level events, filters to anomalies at the edge

debugging devops ebpf kubernetes observability

Last synced: 21 Apr 2026

https://github.com/j0hn-b/kubepal

Local GitOps replica kubernetes cluster to develop and test your code.

argocd developer-tools devops gitops go-templates helm k3d k8s kubernetes platform-engineering taskfile terraform

Last synced: 10 Feb 2026

https://github.com/msfidelis/gke-terraform-cluster

Simple Kubernetes service on GCP with GKS and Terraform :whale: :whale: :whale:

devops gke-cluster gke-terraform terraform

Last synced: 31 Jan 2026

https://github.com/salt-extensions/saltext-consul

Salt Extension for interacting with HashiCorp Consul

consul devops salt-extension saltstack saltstack-extension

Last synced: 27 Jul 2025

https://github.com/iuliandita/skills

Hand-crafted Agent Skills for DevOps, infrastructure, security, and software engineering. Production-tested, context-optimized, built on the Agent Skills standard.

ai-coding ansible claude-code claude-code-skills devops docker infrastructure kubernetes security terraform

Last synced: 25 Apr 2026

https://github.com/shigeyf/azure-alz-devops

DevOps Landing Zone for Azure Resources Terraform CI/CD deployment

azure azure-devops azure-resources ci-cd-pipeline deployment devops landing-zone terraform

Last synced: 24 Jul 2025

https://github.com/sanketbhandare/devopsroadmap2025

From Beginner to Professional DevOps Engineer Roadmap

devops devops-roadmap

Last synced: 31 Jan 2026

https://github.com/coslynx/ai-telegram-bot-dashboard

Project: AI-Powered Telegram Bot with Web Dashboard. Created at https://spectra.codes, which is owned by @Drix10

ai-telegram-bot api-integration code-generation code-quality context-aware-chat developer-tools devops express-js image-processing javascript machine-learning multi-model-chat next-js node-js openai-api postgresql software-development typescript user-database web-dashboard

Last synced: 23 Feb 2026

https://github.com/the-resonance/claude-code-hetzner-vps

Provision secure, Claude Code-ready Hetzner VPS instances for ~$5/month. Free tool by Pete Sena.

automation claude-code cloud devops hetzner infrastructure plugin security vps

Last synced: 07 Jan 2026

https://github.com/bitsofinfo/appdeploy

Opinionated Helm chart for deploying applications to Kubernetes

automation ci-cd continuous-integration deployment devops helm helm-charts k8s kubernetes

Last synced: 28 Jan 2026

https://github.com/jekuer/angular-azure-webapp-bitbucket-pipelines

Bitbucket pipelines to deploy your angular application to Microsoft Azure Webapps.

angular azure bitbucket ci cicd devops ssr

Last synced: 05 Feb 2026

https://github.com/c0nsultant/homelab-as-code

IaC for going from empty disks to running HA homelab cluster managed using GitOps within 2(-ish) clicks

ansible cloud-init devops flux gitops helm homelab k8s-at-home kubernetes netboot pxe selfhosted

Last synced: 23 Mar 2025

https://github.com/coslynx/fitness-tracker-mvp-react-node

Project: Simple fitness tracking tool to set and monitor goals. Created at https://coslynx.com

api-integration code-generation developer-tools devops fitness-community fitness-tracker goal-setting javascript machine-learning mongodb mvp nextjs progress-tracking react social-sharing software-development tailwindcss user-authentication zustand

Last synced: 23 Feb 2026

https://github.com/se7entyse7en/prometheus-k8s-service-discovery

Kubernetes service discovery in Prometheus

devops kubernetes monitoring prometheus

Last synced: 11 Mar 2026

https://github.com/kouisamine/network-administrator-tools

A collection of highly useful tools mainly for network administrator, devops, etc...

chmod cidr devops devops-tools ip-address ipv4 ipv6 mac network networking online random-generation subnet subnet-calculator subnetting tools

Last synced: 27 Oct 2025

https://github.com/belajarqywok/vatometh

VATOMETH is a simple configuration management tool, It handles configuration management, application deployment, cloud provisioning, and network automation.

automation configuration-management devops infrastructure-as-code netmiko python

Last synced: 03 Oct 2025

https://github.com/lifailon/deploy-selenium

Deploy drivers selenium and chrome via PowerShell.

deploy deployment devops devops-tools devtools install installer powershell selenium testing windows

Last synced: 19 Oct 2025

https://github.com/yotsuda/ripple

Shared console MCP server for any shell (bash, pwsh, cmd) — AI and user work in the same terminal. Real-time command visibility, interactive prompt support, session persistence, multi-shell management with automatic cwd handoff.

ai bash claude cmd conpty devops mcp mcp-server model-context-protocol powershell pwsh shared-console shell terminal

Last synced: 20 Apr 2026

https://github.com/eliasjcjunior/custom-terraform-provider

Custom terraform provider example with local node.js server

custom devops golang provider terraform

Last synced: 27 Jul 2025

https://github.com/nahidcseru/devops-configs

A structured DevOps configuration repository documenting Server Configuration and Database Configuration. Includes Docker-based setups for Nginx, Apache, Caddy, Traefik, MySQL, PostgreSQL, and MongoDB. Designed for learning, hands-on practice, and showcasing professional DevOps skills in a single, organized monorepo.

apache caddy database devops docker mysql nginx postgresql server-configuration traefik

Last synced: 06 Oct 2025

https://github.com/sinhaparth5/devflowfix

Autonomous AI agent that detects, analyzes, and resolves CI/CD failures in real-time.

agent agentic-ai alembic aws cicd cloudwatch devops devsecops docker docker-compose fastapi lambda postresql redis terraform uvicorn workflow

Last synced: 18 Jan 2026

https://github.com/sasmithx/nodejs-restapi-aws-ec2-ci-cd-pipeline

A Node.js REST API deployed on AWS EC2 with a CI/CD pipeline for automated testing, building, and deployment.

aws aws-ec2-intances ci-cd-pipeline devops github-work nginx pm2

Last synced: 18 Jan 2026

https://github.com/aem-design/aemdesign-ansible-roles

parent project for all ansible roles

ansible ansible-roles best-practices devops molecule-test

Last synced: 31 Jan 2026

https://github.com/couchbaselabs/couch-formation

Couchbase deploy automation in AWS, GCP, Azure, Capella, and VMware

automation aws azure cloud couchbase devops gcp vmware

Last synced: 13 Apr 2026

https://github.com/sjmiller609/devops_environment

Python package to start a DevOps development environment

development-environment devops devops-tools mit-license python

Last synced: 27 Jul 2025

https://github.com/clouddrove/terraform-gcp-kms

This terraform module is used to create a KMS Customer Master Key (CMK).

devops gcp gcp-kms terraform-module

Last synced: 09 Feb 2026

https://github.com/cagatayuresin/proc-monitor

A zero-dependency Python tool for Linux that monitors high CPU/RAM processes and identifies which systemd services spawned them. Perfect for catching those sneaky short-lived processes that disappear before you can investigate. Supports threshold and top-N monitoring modes.

cpu-monitor devops linux memory-monitor no-dependencies performance proc-filesystem process-monitor python resource-monitor sysadmin system-monitoring systemd troubleshooting

Last synced: 20 Jan 2026

https://github.com/mk-fg/incremetal-disk-compare-and-sync

Tool to build/maintain hash-map of source file/dev/image blocks and incrementally sync those with least reads/writes

backup block-devices console dd devops disk hash-map incremental large-files linux nim replication sync sysadmin tool

Last synced: 26 Feb 2026

https://github.com/muchiny/mcp-ssh-bridge

MCP server for secure SSH remote management — 337 tools across 74 groups for DevOps, Docker, Kubernetes, databases, systemd, Windows, cloud, compliance & more. Built in Rust.

ai-tools air-gapped automation claude claude-code compliance devops docker infrastructure kubernetes mcp mcp-server model-context-protocol monitoring multi-protocol remote-management rust security ssh windows

Last synced: 26 Apr 2026

https://github.com/sarvsav/go-feature-flag-lint-action

This action will perform the linting of the gofeatureflag 🏁 yaml file

ci cicd devops feature-flags github-actions go-feature-flag lint

Last synced: 15 Apr 2026

https://github.com/shnartho/devops-project-jenkins-ansible

Devops project - Jenkins CI/CD Pipeline - Ansible, Docker, Github Webhooks on AWS

ansible aws cicd devops docker ec2 jenkins

Last synced: 12 Apr 2025

https://github.com/florianrappl/nightwatch-nunit3-reporter

An NUnit3 reporter for Nightwatch.js. :computer:

azure devops nightwatch nightwatchjs nunit3 reporter

Last synced: 19 Jan 2026

https://github.com/clouddrove/terraform-aws-msk

Terraform module to create kafka resource on AWS. AWS MSK (Managed Streaming for Apache Kafka) is a fully managed service that simplifies the deployment, management, and operation of Apache Kafka clusters. Apache Kafka is an open-source distributed streaming platform used for building real-time streaming data p

aws aws-msk devops terraform-module

Last synced: 10 Mar 2026

https://github.com/matveyguralskiy/flaskpipeline

This project sets up a CI/CD pipeline for a Flask application using PostgreSQL, GitHub Actions, Jenkins, SonarQube, unit tests, Bandit, Docker, Aqua Trivy, DockerHub, Docker Compose, ArgoCD, Terraform, Ansible, Grafana, and Prometheus to ensure secure, automated deployment and continuous monitoring

argocd aws ci-cd devops docker flask grafana helm jenkins kubernetes monitoring postgresql prometheus terraform

Last synced: 07 Feb 2026

https://github.com/zebbern/bughunterz

🕵️‍♂️ | BugHunterz extension provides real-time monitoring, vulnerability detection, and data gathering capabilities for web applications.

coder codinglife cybersecurity daysofcode developer devops ethicalhacking git googlehacking hackers hacking kalilinux linux machinelearning programmer python softwaredeveloper stackoverflow webdevelopment

Last synced: 06 Jul 2025

https://github.com/r2dtools/goapacheconf

GoApacheConf is a Go library for parsing, modifying, and regenerating Apache configuration files. It makes it easy to work with Apache config blocks and directives programmatically in your Go applications.

apache config configuration developer-tools devops golang parser

Last synced: 11 Mar 2026

https://github.com/ignitionwolf/ignite

High level CLI utility tool to fire up local development environments easily, powered by Vagrant and Ansible.

ansible ansible-roles devops environment-machine tool utility vagrant

Last synced: 19 Jan 2026

https://github.com/snimmagadda1/azure-terraform-generator

🚧 CLI tool to query resources within a Microsoft Azure deployment and generate terraform definitions for existing objects

automation azure cicd cli cloud devops devops-tools go golang infrastructure-as-code microsoft terraform

Last synced: 07 Apr 2025

https://github.com/pirate-emperor/azure-netflix

Azure-Netflix: A DevSecOps CI/CD pipeline project that builds, tests, and deploys a Netflix-inspired web app on Azure. Features Jenkins automation, SonarQube analysis, Docker, security scans with Trivy and OWASP, and deployment via Kubernetes, Prometheus, and Grafana.

azure ci-cd devops docker grafana jenkins kubernetes owasp prometheus sonarqube terraform trivy web-application

Last synced: 26 Jan 2026

https://github.com/henriquetourinho/deployzada

Sincronize qualquer tipo de conteúdo entre sua máquina local e um servidor remoto com rsync + SSH, de forma segura, automática e profissional. Feito com o jeitinho brasileiro.

automation backup bash cli-tool deploy deployment devops file-sync linux linux-server remote-server remote-sync rsync script secure-deployment server-management shell-script ssh sync sysadmin

Last synced: 12 Oct 2025

https://github.com/sorcero/dgbrx

Dgraph Backup and Restore (cloud). Read-only mirror.

backup cli devops dgraph golang restore

Last synced: 01 Aug 2025

https://github.com/kevcui/fakergen

:tophat: Generate JSON/YAML/XML... mock data with a structured template

data-generator devops devops-tools fake-generator faker faker-generator faker-providers json json-data json-generator json-schema json-template mock mock-data mock-json testing testing-tool testing-tools xml yaml

Last synced: 17 Oct 2025

https://github.com/wack/tern

Language-agnostic database migrations compiled into reusable, self-documenting executables.

breaking-changes database-migration database-schema developer-tools devops postgresql schema-diff schema-migration

Last synced: 08 Feb 2026

https://github.com/hristianivanov/softuni-courses

Course exercises | SoftUni | Hristian Ivanov

csharp devops ef-core html-css-javascript mssqlserver softuni softuni-programming software-engineering sql

Last synced: 26 Jan 2026

https://github.com/hyeonsangjeon/jenkins-dind

jenkins docker in docker (dind)

cicd continuous-delivery continuous-integration devops docker dockerindocker jenkins jenkins-ci jenkins-docker

Last synced: 03 Jan 2026

https://github.com/al3xdiaz/code-infrastructure

This is a collection of scripts and tools to help with the development of the deployment of the code infrastructure.

ansible-project devops terraform

Last synced: 19 Feb 2026

https://github.com/macropygia/dc-sso-self-hosted-workspace

Self-hosted SSO browser application suite based on Docker Compose suitable for web development.

devops docker-compose keycloak sso webdevelopment

Last synced: 12 Oct 2025

https://github.com/containercraft/ansible

ContainerCraft Ansible Galaxy Collections

ansible devops galaxy kubernetes

Last synced: 25 Sep 2025

https://github.com/muthukumar-subramaniam/server-hub

A QEMU/KVM-based automation lab for end-to-end VM provisioning that manages the complete lifecycle of virtual machines, with multi-distribution support, providing a powerful environment for learning, testing, and experimenting with Linux-based technologies.

build-automation development devops homelab-automation kubernetes lab-automation linux linux-server opensuse os-provisioning platform-engineering qemu qemu-kvm rhel testing ubuntu virtualization vm-automation vm-provisioning

Last synced: 21 Apr 2026

https://github.com/op5dev/current-pr

Get current PR data from any event trigger, including: issue_comment, merge_group, push, and workflow_dispatch.

automation cicd-pipeline devops github-actions

Last synced: 15 Apr 2025

https://github.com/jazzshu/kubernetes

A simple Kubernetes all-around guide on how to use and description of the different components

devops kubernetes

Last synced: 09 Mar 2025

https://github.com/lucasepe/resto

A minimalist CLI REST client that calls APIs, waits for conditions, and retries intelligently.

command-line devops expression-evaluator jq kubernetes rest-client retry sre tooling

Last synced: 27 Apr 2026

https://github.com/sergelogvinov/devops-examples

Devops opinionated best practices

cicd devops dockerfile github-actions makefile taskfile

Last synced: 28 Jan 2026

https://github.com/narmidm/github-actions-kubernetes

Automating CI/CD with GitHub Actions and Kubernetes

cicd devops github-actions kubernetes

Last synced: 01 Jul 2025

https://github.com/rajatguptarg/samantha

Bot for SRE and DevOps

ansible automation bot ci-cd devops slackapi slackbot sre

Last synced: 19 Jan 2026

https://github.com/smkdev-id/labs

SMKDEV selalu ngoprek dengan berbagai teknologi yang sejalan dengan industri!

artificial-intelligence aspnetcore devops flutter golang laravel prompt-engineering smkdev springboot

Last synced: 24 Feb 2026

https://github.com/turbot/flowpipe-mod-reallyfreegeoip

Really Free Geo IP pipeline library for the Flowpipe cloud scripting engine. Automation and workflows to connect Really Free Geo IP to the people, systems and data that matters.

automation cloud devops flowpipe flowpipe-mod hacktoberfest integrations low-code orchestration pipelines reallyfreegeoip security workflow workflow-automation workflow-engine

Last synced: 02 Feb 2026

https://github.com/turbot/flowpipe-mod-gcp

GCP pipeline library for the Flowpipe cloud scripting engine. Automation and workflows to connect GCP to the people, systems and data that matters.

automation cloud devops flowpipe flowpipe-mod gcloud gcloud-cli gcp hacktoberfest integrations low-code orchestration pipelines security workflow workflow-automation workflow-engine

Last synced: 25 Feb 2026

https://github.com/chaos4455/ai-infra-automation-toolbox

💡 AI-Infra-Automation-Toolbox é um repositório dedicado à automação de infraestrutura utilizando inteligência artificial. Contém scripts, templates e ferramentas para deploy de ambientes Docker, Kubernetes e Google Cloud, com integração à Google Gemini API para geração de arquivos YAML, configurações. Simplifique seu fluxo de trabalho DevOps com

ai-infrastructure automation ci-cd devops docker gemini-api google-cloud infrastructure-as-code kubernetes yaml

Last synced: 04 Jan 2026

https://github.com/sierrapablo/reverse-proxy-monitoring

Monitoring for Nginx Reverse Proxy in Docker with HTTPS, Prometheus and Grafana

devops docker docker-compose dockerfile grafana nginx-proxy prometheus reverse-proxy

Last synced: 30 Jan 2026

https://github.com/CartValderama/bachelor-project

Developed a flashcard application and explored the use of AI. Hosted on Azure with an ASP.NET Core backend API, Azure SQL Server, and a React frontend.

aspnetcore azure csharp devops gpt javascript mlflow react vite

Last synced: 05 Sep 2025

https://github.com/arindam0310018/03-jan-2025-devops__mastering-loops-in-azure-devops

MASTERING LOOPS IN AZURE DEVOPS

azure devcommunity devops loops pipelines

Last synced: 20 Nov 2025

https://github.com/mooncowboy/umbracodevops

azure devops umbraco

Last synced: 11 Mar 2025

https://github.com/lreimer/cicd-launchpad

Visualise and launch CD/CD jobs using a Novation Launchpad Mini MK2

devops graalvm java jenkins midi midi-controller

Last synced: 16 Apr 2026

https://github.com/flavienbwk/repochat-action

Deploy an AI-powered chatbot for your repo in under 2 minutes.

ai-ops chatbot devops github-actions llm llm-ops

Last synced: 17 Mar 2026

https://github.com/mattyopon/faultray

Zero-risk infrastructure chaos simulation — 5 engines, 2000+ scenarios, 3-Layer availability proof. No production fault injection.

availability chaos-engineering devops infrastructure python resilience simulation sre

Last synced: 02 Apr 2026

https://github.com/terminal127/ocr

Developed a robust OCR web application utilizing Flask for the backend and Tesseract for OCR functionalities. Employed Docker for containerization. Orchestrated deployment with Kubernetes for efficient management, while Terraform for cloud provisioning .Implemented Jenkins for continuous integration and ArgoCD for GitOps-based deployment

aws devops docker docker-compose jenkins kubernetes ocr-recognition python shell-script terraform

Last synced: 21 Feb 2026

https://github.com/easonlai/adb_aml_mlops_sample

azure azuremachinelearning databricks devops docker flask flask-api flask-restful flask-web machine-learning mlops mlops-environment python scikit-learn

Last synced: 14 Apr 2026

https://github.com/mario21ic/terraform-ansible-jenkins

Files to create Jenkins server with Terraform + Ansible

ansible devops jenkins terraform

Last synced: 16 Apr 2025

https://github.com/yasumoto/pagerdutyswift

Swift client library for PagerDuty v2 REST API

devops pagerduty swift-package-manager swift4

Last synced: 13 Jun 2025

https://github.com/criisv7/gitleaks-secret-scanner

A zero-configuration npm wrapper for Gitleaks that automatically installs the binary and simplifies secret scanning in local hooks and CI/CD pipelines.

ci-cd devops github-actions gitlab-ci gitleaks nodejs npm precommit secrets-scanning security

Last synced: 20 Jan 2026

https://github.com/atheiman/cm-automation-scripts-devops-hadoop

cloudera manager automation scripts devops hadoop

automation cloudera devops hadoop manager scripts

Last synced: 14 Oct 2025

https://github.com/amaurybsouza/devops-podcasts

a BIG collection of podcasts related to SRE/DevOps technologies and tools. Keep focused with me and listen the great conversations

ansible aws azure azure-devops career deployment devops devops-tools jenkins jobs kubernetes-cluster technology terraform

Last synced: 09 Apr 2026

https://github.com/salaah01/website_pinger

Pings a website to check if it is alive, failing which send an email

curl devops devops-tools ping python python3 smtp webdev webdevelopment website-pinger

Last synced: 02 Mar 2026

https://github.com/avinash6784/ansible-role-elasticsearch

An Ansible Role that installs Elasticsearch on RedHat/CentOS

ansible devops elasticsearch elk monitoring role

Last synced: 03 Aug 2025

https://github.com/avinash6784/ansible-jenkins

Ansible role to install Jenkins

ansible ci continous-integration devops jenkins role

Last synced: 03 Aug 2025

https://github.com/avinash6784/ansible-role-openssl-certs

Ansible role to create OpenSSL certs

ansible devops openssl-certs role ssl-certificates

Last synced: 03 Aug 2025

https://github.com/madfxr/ansible-lamp-wordpress

Ansible Playbook for Automation Installation & Configuration LAMP (Linux Apache MariaDB PHP) + CMS WordPress

ansible ansible-playbook apache automation devops lamp linux mariadb php wordpress

Last synced: 23 Jan 2026

https://github.com/ji-podhead/devops

This is my DevOps - Repo. This serves as my Playground, Portfolio, Research-Notes, Cheat-Sheet and Guide.

ansible cicd devops elasticstack github-actions gitops grpc jenkins k8s kafka kubevirt network-automation proxmox secops security terraform vault

Last synced: 05 Mar 2026

https://github.com/theinvincibleknight/aws-knowledge-hub

This repository serves as a central hub for storing AWS-related scripts, documents, guides, and step-by-step tutorials. This repository aims to simplify AWS operations and empower users with practical knowledge and tools. Explore, contribute, and accelerate your journey with Amazon Web Services!

amazon-web-services automation aws ci-cd-pipeline devops json shell-script tutorial

Last synced: 01 Mar 2026

https://github.com/tigerb/devops

JUST do IT

devops

Last synced: 10 Aug 2025

https://github.com/punkrockdev/server

Ansible playbook making your server practically maintain itself 🛠

ansible devops jupyter linux swap sysadmin ubuntu unattended-upgrades

Last synced: 12 May 2025

https://github.com/thetallprogrammer/react-cli-tool

The React Project CLI Tool simplifies and accelerates React app development, automating initial setup tasks like project structuring and repository creation, allowing developers to focus on coding.

automation-scripts cli coding devops frontend-development full-stack fullstack javascript nodejs open-source react react-cli react-community reactjs software-development web-design web-development

Last synced: 16 Apr 2026

https://github.com/clouddrove/ansible-role-docker-elastichq

This ansible role is used to install Elastichq with docker on linux

ansible automation clouddrove devops elastichq elasticsearch playbook

Last synced: 10 Aug 2025

https://github.com/ccjmne/orca-deploy

Docker project for NCLS Development's Orca solution.

aws aws-ec2 certbot devops docker ec2 ec2-ubuntu nginx tomcat tomcat9

Last synced: 07 Apr 2025

https://github.com/meysam81/default-backend

Minimal, zero-dependency, distroless docker container for a one-page HTML default backend, useful as the default rule for any load balancer.

404-page cloud-native container dark-mode default-backend devops distroless docker infrastructure ingress-controller kubernetes load-balancer minimal nginx responsive-design security-focused single-page static-site web-server zero-dependency

Last synced: 09 Oct 2025

https://github.com/osama-yusuf/shell-sorcery

Shell scripts that boost your productivity on the terminal

aws bash-script devops docker k8s

Last synced: 07 Feb 2026

https://github.com/hamada-khairi/hamada-fyp

Full SIEM in one Docker Compose File

bind9 cybersecurity devops docker docker-compose file-manager fyp homarr influxdb linux log-monitoring monitoring reverse-proxy security siem system-administration telegraf traefik wazuh windows

Last synced: 19 Mar 2026

https://github.com/therefore-ca/terraform-aws-r53

Hashicorp Terraform that creates AWS Route53 entries

devops devops-tools hashicorp hashicorp-terraform terraform terraform-configuration

Last synced: 06 Feb 2026

https://github.com/razamoh/apachetonginx

Apache to Nginx Configuration Conversion Script

apache bash devops nginx vhosts

Last synced: 08 Feb 2026

https://github.com/fanduzi/deltascope

Offline-first SQL audit engine for MySQL、PostgreSQL and TiDB, with CLI, HTTP API, an official MCP server, and an npm launcher for DBAs, CI pipelines, and AI agents.

ci cli database devops mcp mcp-server mysql postgresql sql-audit tidb