MCP-native · Claude, Cursor, Codex & more

Ask your AI anything
about your AWS bill.

Connect AWS, Azure, GCP, Datadog, Snowflake and 8 more in under 10 minutes. Query your entire cloud spend in plain English — no dashboards, no SQL, no exports.

Connect your first provider → See how it works

Claude · nable connected

You

How much did we spend on compute across all cloud providers last month?

Here's your compute breakdown for April 2025:

AWS EC2 + Fargate ········ $18,420
Azure Virtual Machines ·· $6,310
GCP Compute Engine ······ $4,870
Total ···················· $29,600
AWS is your largest provider at 62%. Spend is up 12% vs March — 3 new EC2 instances in us-east-1.

You

Any anomalies?

● 1 high-severity anomaly — Datadog is up +127% vs your 28-day baseline ($4,100 vs avg $1,810). Spike started Tuesday. A Jira ticket has been filed automatically.

Why not just call the APIs yourself?

Billing APIs give you data.
We give you answers.

You could spend a week writing adapters for 13 different auth models, schemas, and time formats. Or you could have this running in 10 minutes.

🔀

13 schemas, normalized to one

AWS, Azure, and GCP each return cost data in completely different formats, currencies, and granularities. We normalize everything so a single question spans all of them.

          "Compare compute spend

           across all clouds this month"

          ↳ AWS $18,420 · Azure $6,310 · GCP $4,870

🧠

Intelligence the APIs don't have

Raw API data doesn't catch anomalies, suggest rightsizing, or file a Jira ticket at 2am. We layer seasonality-aware detection, RI analysis, and automated workflows on top.

          ● ANOMALY · HIGH

          Datadog +127% vs same-weekday avg

          Jira ticket filed · Slack alerted

💬

Your whole team can ask questions

Not just engineers. No SQL, no BI tool, no waiting for the data team. Anyone can ask a question and get a real answer in seconds — across every provider at once.

"Which team's spend grew the most this quarter?"

"Are we on track to hit our cloud budget?"

"What's our Snowflake spend per data pipeline?"

GETTING CONNECTED

Yes, every provider uses different credentials.
That's kind of the whole problem we solved.

AWS, Azure, and GCP all have completely different permission systems. Add Datadog, Snowflake, and eight more on top — and connecting your own data becomes a multi-week project. We did that work once, so you never have to.

🧭

A wizard that knows what to ask

Run finops setup and pick your providers. For each one, we tell you exactly what to create and what to paste — no prior cloud experience needed. Most teams are fully connected in under 20 minutes.

🔐

Your credentials never leave your machine

Everything you enter is encrypted and stored in your operating system's secure keychain — the same place your laptop stores passwords. We never see your keys. There's no cloud sync, no account to breach.

✅

Done once. Works forever.

After setup, your AI client connects to a single local server that handles all 13 providers. No dashboards to maintain. No exports to schedule. Ask about AWS and Datadog in the same question — we normalize everything behind the scenes.

WHAT SETUP ACTUALLY LOOKS LIKE

Install

pip install finops-mcp

→

Run the wizard

Pick your providers. Follow the prompts. ~15 min total.

→

Add to your AI client

One config line in Claude Desktop, Cursor, or Windsurf.

→

✦

Start asking questions

Every provider, one conversation. No exports needed.

Built for real FinOps

Not just data retrieval.
Actual intelligence.

🔴

Anomaly detection

Seasonality-aware z-score analysis — compares the same weekday vs prior weeks, not a flat rolling mean. Flags real spikes before they hit the invoice.

          ANOMALY · HIGH

          Datadog +127% vs same-weekday baseline

          $4,100 today · avg $1,810 · z=3.8

🏷️

Tag-based cost attribution

Map cloud resource tags to teams, services, and environments via YAML rules. Ask "which team is burning the most?" and get an actual answer.

          team: platform · $12,400/mo

          team: growth  · $8,200/mo

          team: data   · $6,800/mo

⚡

Rightsizing recommendations

Identifies EC2 instances running at low CPU over 14 days. Calculates exact savings from downsizing. Auto-files a Jira/Linear/GitHub ticket for each one.

          i-0a3b8f · m5.2xlarge → m5.xlarge

          avg CPU 8% · max 22% · save $192/mo

🔔

Proactive Slack & Teams alerts

Daily digest and anomaly alerts fire from the scheduler — no Claude session required. Weekly email digest lands in your inbox every Monday.

          Slack · Teams · Email

          Daily digest · Anomaly push · Weekly report

📊

RI & Savings Plan analysis

Real CE API data for coverage, utilization, and waste. Recommends Compute Savings Plan purchases with projected ROI and breakeven timeline.

📧

Invoice email parsing

Connects to your billing inbox via IMAP. Parses PDFs and HTML invoices from PagerDuty, New Relic, GitHub Enterprise — vendors with no billing API.

13 connectors

Every cost source, one interface.

Click any connector for setup instructions.

AWS

Cost Explorer

Azure

Cost Management

GCP

Cloud Billing / BigQuery

AWS — Cost Explorer

Supports IAM keys and IAM Identity Center SSO. Multi-account via role assumption.

$ finops setup aws

Required IAM permissions:

· ce:GetCostAndUsage
· ce:GetSavingsPlansUtilization
· ce:GetReservationUtilization
· sts:GetCallerIdentity
· cloudwatch:GetMetricStatistics (for rightsizing)

Azure — Cost Management

Supports Service Principal and device code flow. Multi-subscription.

$ finops setup azure

· Role: Cost Management Reader
· Scope: Subscription or Management Group

GCP — Cloud Billing

Primary: BigQuery billing export. Fallback: Cloud Billing API. Service account JSON — stored encrypted in vault.

$ finops setup gcp

· roles/billing.viewer
· roles/bigquery.dataViewer (if using export)

Datadog — Usage Metering

Real API costs via Usage Metering v2. Supports EU site.

$ finops setup datadog

Snowflake — Credit Usage

Queries ACCOUNT_USAGE.METERING_HISTORY for real credit consumption. Set SNOWFLAKE_CREDIT_PRICE to convert to USD at your contract rate.

$ finops setup snowflake

GitHub

Partial — no dollar totals

GitHub's API reports billable minutes for Actions, Packages storage, and Codespaces — but does not expose invoice dollar amounts. Copilot shows active seat count only.

💡 For dollar totals, forward your GitHub billing emails to the invoice parser.

$ finops setup github

Stripe — Processing Fees

Actual fees paid to Stripe via balance_transactions API (type: stripe_fee). Real numbers only.

$ finops setup stripe

MongoDB Atlas — Invoices

Invoice API with line-item breakdown via Digest Auth.

$ finops setup mongodb

Twilio — Usage Records

Paginated usage records from the Twilio API. Real billing amounts.

$ finops setup twilio

Cloudflare — Billing History

Billing history + subscriptions via Cloudflare API.

$ finops setup cloudflare

Vercel

Pro/Enterprise only

Vercel's invoice API is only accessible on Pro and Enterprise plans. Hobby plans return no billing data. When available, returns real invoice line items.

💡 On free/hobby plans, forward billing emails to the invoice parser instead.

$ finops setup vercel

PagerDuty

No billing API

PagerDuty's REST API exposes no invoice or billing data. The connector reports active seat count only — useful for tracking growth, but not dollar spend.

💡 Forward your PagerDuty invoices to the invoice email parser to get real dollar amounts automatically.

$ finops setup invoice

New Relic

Estimated — needs contract rate

Queries GB ingested and full platform user counts via NerdGraph. Converts to USD using your contract rate — not New Relic's invoice directly.

Set NEW_RELIC_INGEST_PRICE_PER_GB to match your contract. Default is $0.35/GB.

$ finops setup

Pricing

Simple, honest pricing.

One flat fee. All features. Cancel any time.

Pro

$39

.99

/month

14-day free trial · No credit card required

✓ All 13 connectors
✓ 12-month history & daily granularity
✓ Seasonality-aware anomaly detection
✓ EC2 rightsizing recommendations
✓ RI / Savings Plan analysis
✓ Slack, Teams & weekly email alerts
✓ Auto Jira / Linear / GitHub tickets
✓ Invoice email parsing (IMAP)

Get started →

Enterprise

Custom

Volume discounts · Dedicated support

✓ Everything in Pro
✓ Unlimited connectors & history
✓ Custom connector development
✓ SSO / SAML
✓ Dedicated Slack channel
✓ SLA + 99.9% uptime guarantee
✓ On-prem / private VPC deployment

Contact sales →

Payments secured by Stripe

Ask your AI anything
about your AWS bill.

Billing APIs give you data.
We give you answers.

13 schemas, normalized to one

Intelligence the APIs don't have

Your whole team can ask questions

Yes, every provider uses different credentials.
That's kind of the whole problem we solved.

A wizard that knows what to ask

Your credentials never leave your machine

Done once. Works forever.

Not just data retrieval.
Actual intelligence.

Anomaly detection

Tag-based cost attribution

Rightsizing recommendations

Proactive Slack & Teams alerts

RI & Savings Plan analysis

Invoice email parsing

Credentials never leave your machine.

Every cost source, one interface.

AWS — Cost Explorer

Azure — Cost Management

GCP — Cloud Billing

Datadog — Usage Metering

Snowflake — Credit Usage

GitHub

Stripe — Processing Fees

MongoDB Atlas — Invoices

Twilio — Usage Records

Cloudflare — Billing History

Vercel

PagerDuty

New Relic

Simple, honest pricing.

Ready to stop guessing
what your cloud costs?

Ask your AI anything about your AWS bill.

Billing APIs give you data.We give you answers.

13 schemas, normalized to one

Intelligence the APIs don't have

Your whole team can ask questions

Yes, every provider uses different credentials.That's kind of the whole problem we solved.

A wizard that knows what to ask

Your credentials never leave your machine

Done once. Works forever.

Not just data retrieval.Actual intelligence.

Anomaly detection

Tag-based cost attribution

Rightsizing recommendations

Proactive Slack & Teams alerts

RI & Savings Plan analysis

Invoice email parsing

Credentials never leave your machine.

Every cost source, one interface.

AWS — Cost Explorer

Azure — Cost Management

GCP — Cloud Billing

Datadog — Usage Metering

Snowflake — Credit Usage

GitHub

Stripe — Processing Fees

MongoDB Atlas — Invoices

Twilio — Usage Records

Cloudflare — Billing History

Vercel

PagerDuty

New Relic

Simple, honest pricing.

Ready to stop guessingwhat your cloud costs?

Ask your AI anything
about your AWS bill.

Billing APIs give you data.
We give you answers.

Yes, every provider uses different credentials.
That's kind of the whole problem we solved.

Not just data retrieval.
Actual intelligence.

Ready to stop guessing
what your cloud costs?