Billtrim: AWS bill savings
Server Details
Ranked AWS bill savings from a Cost Explorer or CUR export, with dollar impact and CLI steps.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 2 tools
The two tools operate at clearly different granularities: analyze_aws_bill takes a whole CSV export and returns ranked waste findings, while explain_aws_usage_type takes a single usage-type string and returns an explanation. The descriptions even state the routing rule explicitly ('use it when you already have a line item and do not need to analyze a whole file'), leaving no realistic path to misselection.
Both names follow the same verb_noun snake_case convention (analyze_aws_bill, explain_aws_usage_type) with a consistent 'aws' domain qualifier. No mixed casing or stylistic drift between the two.
The surface is genuinely narrow — a stateless bill-analysis helper — so two tools are defensible, but it sits at the thin end where an agent has almost no room to compose a workflow. Two tools is borderline rather than clearly well-scoped.
The domain is covered at both entry points (whole-file analysis and single-line explanation), which are the two natural ways an agent would approach an AWS bill. Minor gaps remain: no way to re-query or drill into a specific finding from a prior analysis, and no comparison across billing periods, but these are workarounds rather than blockers.
Available Tools
2 toolsanalyze_aws_billFind savings in an AWS billARead-onlyIdempotentInspect
Find savings in an AWS bill export. Give it the text of a Cost Explorer CSV or an AWS Cost and Usage Report CSV and it returns a ranked list of likely waste (NAT gateway traffic, idle resources, oversized or old-generation volumes and instances, cross-AZ and internet data transfer, Savings Plan sizing), each with a monthly dollar range, the arithmetic, the console and CLI steps, how to verify first, the risk and how to roll back. Deterministic rules, no account access, nothing stored. Findings are suggestions: verify before deleting anything.
Inputs: csv (required), format, max_findings, min_monthly_savings_usd. Returns: notes, format, source, web_url, +10 more
explain_aws_usage_typeExplain an AWS usage typeARead-onlyIdempotentInspect
Explain one AWS usage-type string from a bill (for example USE1-NatGateway-Bytes or DataTransfer-Regional-Bytes): what the charge is, the unit price and where it was verified, the usual cause, the cheaper alternative, and the verify-first steps. Use it when you already have a line item and do not need to analyze a whole file.
Inputs: usage_type (required), service. Returns: risk, fixes, price, steps, +12 more
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