Highlights

The secure DevOps agent builder

Build and deploy DevOps agents that run in your infrastructure. Keep your credentials secure with declarative variables that never expose sensitive data to third parties or AI systems.

template.json

{

"filesystem":

"npx"

"-y"

@amodelcontextprotocol

/server-filesystem@latest

"/home/user/project"

}

Hardcoded values in templates

Build secure DevOps agents

Open-source agent builder with declarative variables. Your credentials never leave your infrastructure or get exposed to AI systems.

Template Registry

CI/CD

Security Scan

Monitoring

K8s Ops

Cost Optimizer

Browse ready-to-use templates

Ready-to-use agent templates

Browse our registry of pre-built agents for CI/CD, monitoring, security scanning, and more. Deploy in minutes with MCP servers.

Trivy

22.1k

Terraform

43.2k

Kubectl

2.8k

Helm

27.1k

Prometheus

56.1k

Grafana

65.8k

Vault

31.4k

ArgoCD

18.2k

Docker

70.5k

Ansible

63.1k

Jenkins

23.4k

Harbor

24.1k

Falco

7.2k

OPA

9.4k

Flux

6.3k

Istio

35.8k

Consul

28.4k

Envoy

24.7k

MinIO

46.2k

GitLab

24.7k

Rancher

23.1k

Nomad

14.9k

Fluentd

12.9k

Jaeger

20.3k

Tekton

8.5k

Crossplane

9.2k

Kustomize

11.1k

Skaffold

15.1k

Traefik

50.2k

Packer

15.2k

30+ popular DevOps tools on GitHub

30+ DevOps tools as MCPs

We've converted the most popular open source DevOps tools into MCPs. All under 1 binary, install with Ship CLI in seconds.

Features

Station Architecture & MCP Runtime

CloudShip Station provides a secure, scalable runtime for AI agents with seamless MCP integration, enabling powerful automation across your development workflow.

Complete System Flow

All connections and dependencies

Development

Claude Code

Cursor

Runtime

StationRuntime

Sub-Agents

File Monitor

📁 list_directory📄 read_text_file

Code Reviewer

🔍 search_files📝 edit_file

Deploy Agent

🐳 docker_exec☸️ kubectl_apply

MCP Pool

Filesystem

Docker

Kubernetes

Database

Custom Tools

Secure by default

Environment isolation

Version controlled

Features

Empower Your Team with AI-Driven DevOps

CloudShip AI provides the platform and tools to build intelligent agents that resolve DevOps issues, automate complex workflows, and enhance team productivity.

Connect to Your DevOps Ecosystem

Link CloudShip AI to Jira, GitHub, CI/CD pipelines, monitoring tools, and more for real-time operational awareness and data-driven actions.

Automate Actions Across Your Systems

Configure CloudShip AI to execute runbooks, create tickets, manage deployments, scale resources, and perform other critical DevOps tasks autonomously.

Optimize AI for DevOps Tasks

Fine-tune models and configurations to ensure peak performance for your specific DevOps use cases and technical challenges.

Intelligent DevOps Escalation

Define clear rules for escalating complex or critical DevOps issues to the appropriate engineers or teams when AI requires human expertise.

Chrome Extension Integration

Install our powerful Chrome extension to access CloudShip AI directly from any web page, bringing DevOps automation to your browser workflow.

Works with Your DevOps & Product Tools

Connect seamlessly with your existing DevOps ecosystem to enrich CloudShip AI's knowledge and automation capabilities.

Jira

GitHub

Slack

Datadog

Linear

Asana

Grafana

Notion

GCP

Heroku

Jira

GitHub

Slack

Datadog

Linear

Asana

Grafana

Notion

GCP

Heroku

Extensible API for Custom Automation

Utilize our robust APIs and client libraries to build custom DevOps automations and deeply integrate CloudShip AI into your existing infrastructure.

Customizable & Adaptive Workflows

Tailor CloudShip AI workflows to your team's specific processes and integrate seamlessly into your internal platforms and operational tools.

Continuously Learning & Improving

CloudShip AI learns from every DevOps incident, resolution, and system interaction, becoming more effective and knowledgeable over time.

How it works

How CloudShip works: OSS runtime to intelligent insights

Deploy open-source AI agents on your infrastructure. Get structured insights on the CloudShip platform. Make better decisions with intelligent automation.

🔒http://localhost:8585

Edit Agent: aws-cost-explorer

Analyzes AWS Cost Explorer data to identify spending trends, cost anomalies, and optimization opportunities across services

Agent Configuration

Edit the agent's prompt file. After saving, run stn sync environment to apply.

1---
2metadata:
3  name: "aws-cost-explorer"
4  description: "Analyzes AWS Cost Explorer data to identify spending trends,
5    cost anomalies, and optimization opportunities across services"
6  tags: ["station", "agent"]
7  # Data ingestion classification for CloudShip
8  app: "finops"
9  app_type: "investigations"
10model: gpt-4o-mini
11max_steps: 15
12tools:
13  - "__get_cost_and_usage"
14  - "__get_cost_forecast"
15  - "__get_anomalies"
16  - "__get_rightsizing_recommendations"
17
18input:
19  schema:
20    type: object
21    properties:
22      userInput:
23        type: string
24        description: User input for the agent
25    required:
26      - userInput
27
28output:
29  schema:
30    properties:
31      total_cost:

Output Schema

Schema Properties

Required field

Output Schema Using YAML controls

properties:
  total_cost:
    type: number
  breakdown_by_service:
    type: array
  top_cost_drivers:
    type: array
  anomalies_detected:
    type: array
  recommendations:
    type: array

aws-cost-spike-analyzer

Investigates AWS cost spikes by analyzing Cost Explorer data...

aws-cost-explorer

MCP Server

4 tools available

datadog

MCP Server

1 tool available

01.

Engineering installs OSS Station once

1. Install Station

curl -fsSL https://raw.githubusercontent.com/cloudshipai/station/main/install.sh | bash

2. Start Station

stn up --provider openai --api-key sk-your-key

✅ Web UI at http://localhost:8585 for managing tools, bundles, and builds

Bundles

finops

4 agents

security

3 agents

devops

5 agents

✓ Bundles installed successfully

02.

Engineering installs agent bundles

Choose from pre-built bundles for FinOps, Security, DevOps, and SRE. Each bundle includes configured agents, tools, and workflows ready to deploy.

aws-cost-explorer

Edit agent configuration

1metadata:
2  name: "aws-cost-explorer"
3  app: "finops"
4model: gpt-4o-mini
5max_steps: 15
6tools:
7  - "__get_cost_and_usage"
8  - "__get_anomalies"
9output:
10  schema:
11    properties:
12      total_cost:
13        type: number

Output Schema

total_cost

type: number

breakdown_by_service

type: array

03.

Engineering customizes bundles for your workflow

Tailor agent templates to your needs. Adjust prompts, swap tools, set thresholds, and configure integrations to match your team's specific requirements.

Deployment

Deploy agents to your infrastructure

Your Infrastructure

Station RuntimeActive

• Cost Analyzer Agent

• Resource Optimizer Agent

AWS Account Connected

Kubernetes Access

04.

Engineering deploys agents on your infrastructure

Run agents locally on your own infrastructure. They connect to CloudShip Platform, sending structured outputs that transform into executive insights.

Run Details #18

Agent

aws-cost-spike-analyzer

Status

COMPLETED

Duration

25.3s

Model

gpt-4o-mini

Tokens:Input: 8836Output: 452

Structured Output (JSON)

{
  "total_cost": 235943.58,
  "currency": "USD",
  "period": "2024-09",
  "breakdown_by_service": [
    {
      "service": "Amazon EC2",
      "cost": 98234.12,
      "percentage": 41.6,
      "trend": "up"
    },
    {
      "service": "Amazon RDS",
      "cost": 67821.45,
      "percentage": 28.7
    }
  ],
  "anomalies_detected": [
    {
      "service": "EC2",
      "severity": "high",
      "cost_impact": 1250.00
    }
  ]
}

05.

Engineering monitors agent runs

Track agent execution in real-time. View detailed run history, token usage, task inputs and structured JSON outputs for every investigation.

Agent Data

Agent	Output
cost-analyzer	$235K total
anomaly-detector	3 issues found
optimizer	$89K savings
cost-breakdown	EC2: 42%

Agent Bundle

finops• 18 runs• Updated 2m ago

06.

Leadership views structured data

Agent outputs flow into the platform as structured data tables. Filter, search, and explore all your operational intelligence in one place.

Build Widget

Transform data into insights

Source Data

Service	Cost
EC2	$98K
RDS	$68K
S3	$35K

Top Cost Services

EC2

$98K

RDS

$68K

AI Insight

EC2 spending increased 12.3% to $98K. Upgrade to xl instances to meet demand spikes.

07.

Leadership views CloudShip's customizable insight widgets

Transform raw data into visual widgets. Create cards, tables, and charts that surface key metrics and trends for quick decision-making.

Cost Savings Dashboard

Data-backed insights

Cloud Spending

Month	Cost
Sep 2024	$1.2M
Aug 2024	$1.36M

finops• cost-analyzer

Active Anomalies

Service	Impact
EC2 Spike	$1.2K
RDS util	$890

finops• anomaly-detector

Savings Opportunities

Action	Savings
Reserved	$42K
Right-size	$28K

finops• optimizer

08.

Leadership uses decision views

Aggregate multiple widgets into purpose-built views like "Cost Savings" that answer specific executive questions with flippable insights and detailed breakdowns.

Data Lineage

Click citations to expand data

AI INSIGHT

Storage egress costs decreased while EC2 saw a 39% spike.

6 citations

CITATION 1

"Storage egress spikes are most frequent RCA"

Analyzed shifting costs down [2]

CITATION 2

storage-egress-spike-rca [15 rows]

Cost per request breakdown

CITATION 3

3rd-party SaaS integrations analysis

finops• Run #18

CITATION 4

Cloud provider RCA frequency drop

finops• Run #17

6 citations traced

3m ago

09.

Leadership views the data lineage of insights

Every insight traces back to source data with full lineage. See which agents generated each output, with timestamps and citations for complete transparency.

Benefits

Transform Your DevOps with Intelligent Automation

CloudShip AI integrates seamlessly to automate tasks, accelerate resolutions, and empower your engineering teams.

All systems running smoothly

Normal Friday at Work

Everything's running smoothly...

All systems running smoothly

Normal Friday at Work

Everything's running smoothly...

Advantages

Key Advantages of
CloudShip AI for DevOps

GitHub

Jira

Slack

Jenkins

Tools connected

Integrates with Your Workflow

CloudShip AI seamlessly connects with your existing DevOps tools like Jira, Slack, GitHub, and CI/CD pipelines, fitting directly into your team's daily operations.

Security & Compliance

Enterprise-grade protection practices

SOC 2 Framework

In Progress

Following security best practices

End-to-End Encryption

Implemented

Data secured in transit & at rest

Privacy Controls

Active

GDPR-compliant data handling

Security active

Robust Security & Compliance

Built with enterprise-grade security, CloudShip AI adheres to strict data protection protocols and helps maintain compliance within your regulated environments.

AI Validation Pipeline

Real-time reliability checks

Input

Process

Validate

Execute

Accuracy Score98.7%

AI validated

Reliable AI for Technical Tasks

CloudShip AI employs advanced guardrails to ensure accurate, on-topic responses and reliable execution of DevOps tasks, minimizing errors and misinformation.

Intent Understanding

AI parsing technical requests

Scale our payment service pods

I understand you want to scale the payment service. Let me check the current deployment...

Found 3 pods running. Scaling to 6 pods now.

Parse Request

Identify Service

Check Context

Execute Action

Intent understood

Understands Technical Intent

CloudShip AI is trained to interpret complex technical requests and DevOps jargon, translating high-level intent into actionable automated plans.

Team Updates

Live

Real-time communication sync

Deployment completed

2 min ago

Status report generated

5 min ago

High CPU usage detected

8 min ago

Team Status

Alex

Sarah

Mike

Emma

Teams synced

Streamlined Team Communication

Facilitates clear communication by providing consistent summaries and status updates across different DevOps tools and teams.

GitHub

Jira

Slack

Jenkins

Tools connected

Integrates with Your Workflow

CloudShip AI seamlessly connects with your existing DevOps tools like Jira, Slack, GitHub, and CI/CD pipelines, fitting directly into your team's daily operations.

Security & Compliance

Enterprise-grade protection practices

SOC 2 Framework

In Progress

Following security best practices

End-to-End Encryption

Implemented

Data secured in transit & at rest

Privacy Controls

Active

GDPR-compliant data handling

Security active

Robust Security & Compliance

Built with enterprise-grade security, CloudShip AI adheres to strict data protection protocols and helps maintain compliance within your regulated environments.

AI Validation Pipeline

Real-time reliability checks

Input

Process

Validate

Execute

Accuracy Score98.7%

AI validated

Reliable AI for Technical Tasks

CloudShip AI employs advanced guardrails to ensure accurate, on-topic responses and reliable execution of DevOps tasks, minimizing errors and misinformation.

Intent Understanding

AI parsing technical requests

Scale our payment service pods

I understand you want to scale the payment service. Let me check the current deployment...

Found 3 pods running. Scaling to 6 pods now.

Parse Request

Identify Service

Check Context

Execute Action

Intent understood

Understands Technical Intent

CloudShip AI is trained to interpret complex technical requests and DevOps jargon, translating high-level intent into actionable automated plans.

Team Updates

Live

Real-time communication sync

Deployment completed

2 min ago

Status report generated

5 min ago

High CPU usage detected

8 min ago

Team Status

Alex

Sarah

Mike

Emma

Teams synced

Streamlined Team Communication

Facilitates clear communication by providing consistent summaries and status updates across different DevOps tools and teams.

Make DevOps Automation Your Competitive Edge

Use CloudShip AI to deliver exceptional automation that allows your Product Managers and Customer Service to get answers faster.

No credit card required

The secure DevOps agent builder

Build secure DevOps agents

Ready-to-use agent templates

30+ DevOps tools as MCPs

Station Architecture & MCP Runtime

Complete System Flow

Empower Your Team with AI-Driven DevOps

Connect to Your DevOps Ecosystem

Automate Actions Across Your Systems

Optimize AI for DevOps Tasks

Intelligent DevOps Escalation

Chrome Extension Integration

Works with Your DevOps & Product Tools

Extensible API for Custom Automation

Customizable & Adaptive Workflows

Continuously Learning & Improving

How CloudShip works: OSS runtime to intelligent insights

Engineering installs OSS Station once

Engineering installs agent bundles

Engineering customizes bundles for your workflow

Engineering deploys agents on your infrastructure

Engineering monitors agent runs

Leadership views structured data

Leadership views CloudShip's customizable insight widgets

Leadership uses decision views

Leadership views the data lineage of insights

Edit Agent: aws-cost-explorer

Agent Configuration

Output Schema

Schema Properties

Output Schema Using YAML controls

Engineering installs OSS Station once

Engineering installs agent bundles

aws-cost-explorer

Output Schema

Engineering customizes bundles for your workflow

Deployment

Engineering deploys agents on your infrastructure

Run Details #18

Structured Output (JSON)

Engineering monitors agent runs

Agent Data

Leadership views structured data

Build Widget

Source Data

Top Cost Services

Leadership views CloudShip's customizable insight widgets

Cost Savings Dashboard

Cloud Spending

Active Anomalies

Savings Opportunities

Leadership uses decision views

Data Lineage

Leadership views the data lineage of insights

Transform Your DevOps with Intelligent Automation

Context-Aware Task Execution

Accelerated Incident Response

Consistent & Reliable Automation

Intelligent Human Handoff

Enhanced Operational Visibility

Context-Aware Task Execution

Accelerated Incident Response

Consistent & Reliable Automation

Intelligent Human Handoff

Enhanced Operational Visibility

Key Advantages ofCloudShip AI for DevOps

Integrates with Your Workflow

Security & Compliance

SOC 2 Framework

End-to-End Encryption

Privacy Controls

Robust Security & Compliance

AI Validation Pipeline

Reliable AI for Technical Tasks

Intent Understanding

Understands Technical Intent

Team Updates

Team Status

Streamlined Team Communication

Integrates with Your Workflow

Key Advantages of
CloudShip AI for DevOps