AWS Cost Saver
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@AWS Cost SaverScan my AWS account for cost savings"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
AWS Cost Saver
Find what's wasting money in your AWS account.
You: "Scan my AWS for cost savings"
Claude: Found 8 issues. Potential savings: $340/monthInstallation
The plugin ships with both a .claude-plugin/plugin.json (Claude Code) and a .codex-plugin/plugin.json (Codex) manifest, so the same source tree installs cleanly into either agent.
Claude Code
/plugin marketplace add prajapatimehul/claude-aws-cost-saver
/plugin install aws-cost-saver@aws-cost-saver-marketplaceOr interactively: /plugin → Marketplaces → Add Marketplace → prajapatimehul/claude-aws-cost-saver.
Codex
codex plugin marketplace add prajapatimehul/claude-aws-cost-saverThen launch Codex and run /plugins to browse and install aws-cost-saver.
Other agents (MCP only)
Any agent that supports MCP can wire the AWS API server directly using plugins/aws-cost-saver/.mcp.json as a template. Skills live under plugins/aws-cost-saver/skills/ and can be loaded as plain Markdown.
Quick Start
/aws-cost-saver:scanOr just ask: Scan my AWS account for cost savings
Requirements: AWS credentials configured (aws configure or SSO), uv installed.
This tool only reads data — it never modifies or deletes anything. A PreToolUse hook blocks any MCP call containing write verbs (delete, terminate, stop, create-, modify, …).
Features
163 checks across EC2, RDS, S3, Lambda, ECS, EKS, Aurora, SageMaker, and 30+ services
Parallel scanning - 11 domain agents run simultaneously
Confidence scoring - filters false positives
Real pricing - uses AWS Cost Explorer
Markdown reports - clean, actionable output
What's included
Commands (slash)
Command | Description |
| Full cost optimization scan across 11 domains |
Skills (auto-loaded)
Skill | Description |
| Confidence-scored review; filters false positives |
| Mandatory Pricing-API/verified-table sanity check before reporting |
Subagent
aws-cost-saver:aws-cost-saver — domain-scoped scanner. Invoke 11 in parallel (one per domain) for a full account audit.
MCP server
The plugin pre-wires the AWS API MCP server (mcp__awslabs-aws-api__call_aws) in .mcp.json, launched via uvx from scripts/start-mcp.sh. A PreToolUse hook in hooks.json blocks any write/mutation command, keeping every scan read-only.
CLI
The repository also ships a standalone Python CLI (main.py) usable without a coding agent:
python main.py checks # list all 173 checks
python main.py check EC2-001 # detail for one check
python main.py scan-info # show the AWS CLI commands a scan runs
python main.py spend-hotspots --profile X # rank scan order by real spend (Cost Explorer)
python main.py report --findings findings.jsonDemo
Results

Before & After
Real AWS account: $105/day → $42/day after running the scanner
How it works
Step 1: Choose compliance requirements

Step 2: Parallel agents scan your account

Domains & Checks
Domain | Checks | Key Areas |
Compute | 25 | EC2 idle/over-provisioned, EBS, GP2→GP3 |
Storage | 22 | S3 lifecycle, CloudWatch Logs, snapshots |
Database | 15 | RDS idle/over-provisioned, RI coverage |
Networking | 15 | Unused EIPs, NAT, VPC endpoints |
Serverless | 10 | Lambda memory, unused functions |
Reservations | 10 | RI/Savings Plans coverage |
Containers | 15 | ECS/EKS idle, Fargate, Spot |
Advanced DBs | 18 | Aurora, DocumentDB, Neptune, Redshift |
Analytics | 15 | SageMaker, EMR, OpenSearch |
Data Pipelines | 12 | Kinesis, MSK, Glue |
Storage Advanced | 6 | FSx, AWS Backup |
Troubleshooting
"MCP server not found" — Install uv: curl -LsSf https://astral.sh/uv/install.sh | sh
"AWS credentials not configured" — Run aws configure or aws sso login
"Access Denied" — Use ReadOnlyAccess policy or check permissions
License
MIT
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Maintenance
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