Revenue Quality Scorer MCP for AI. See the truth behind your revenue numbers.
Works with every AI agent you already use
…and any MCP-compatible client








Connect to your AI in seconds.
Revenue Quality Scorer MCP. It analyzes your revenue stability, customer concentration risk, and market diversification. Use it to see if your income is actually healthy or just a ticking time bomb of big clients and expiring contracts.
What your AI can do
Summarize revenue quality
Get a high-level health score for a specific fiscal year.
Analyze market breadth
See how spread out your revenue is across different products and regions.
Analyze concentration risk
Find out if you're too reliant on a few large customers.
Get a clear 0-100 health score for your fiscal year's income.
Use analyze_concentration_risk to see if one customer holds too much weight.
See how diversified your revenue is across different markets using analyze_market_breadth.
Check how long your current agreements actually last with analyze_contractual_stability.
Identify if you're relying too much on a single product line.
Get a breakdown of your revenue spread across different global regions.
Ask an AI about this
Waiting for input…
Revenue Quality Scorer (4 tools)
Get a health score for your revenue and identify risks in concentration, stability, and market breadth.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Revenue Quality Scorer on VinkiusSummarize Revenue Quality
Get a high-level health score for a specific fiscal year.
Analyze Market Breadth
See how spread out your revenue is across different products and regions.
Analyze Concentration Risk
Find out if you're too reliant on a few large customers.
Analyze Contractual Stability
Check how long your current contracts are actually set to last.
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Revenue Quality Scorer, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Revenue Quality Scorer. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
VINKIUS INFRASTRUCTURE
Cloud Hosted
Managed infra
V8 Isolated
Sandboxed per request
Zero-Trust Proxy
No stored credentials
DLP Enforced
Policy on every call
GDPR Compliant
EU data residency
Token Compression
~60% cost reduction
Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 4 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Stop guessing if your revenue is actually stable.
Most finance teams spend hours jumping between spreadsheets to figure out where their money is actually coming from. You have to cross-reference customer lists, check contract end dates, and manually calculate how much of your revenue comes from your top five clients. It's a mess of tabs and copy-pasting that usually ends with a best guess presented to the board.
This MCP handles that heavy lifting for you. Instead of manual math, you just ask your agent for a quality score. It looks at your recurring revenue, your geographic spread, and your contract longevity all at once. You get a clear, actionable number that tells you exactly how healthy your business actually is.
Get the truth with Revenue Quality Scorer.
You'll stop manually calculating HHI indexes and contract expiration dates. The MCP does the math on concentration risk and market breadth automatically.
You move from reactive firefighting to proactive risk management. You'll know your vulnerabilities before they hit the bottom line.
What your AI can actually do with this
Revenue Quality Scorer is an MCP that lets you look under the hood of your income to see what's actually happening with your money. Most finance teams just look at the top line and assume everything is fine. But a big revenue spike from one customer isn't the same as a healthy, diversified stream.
This MCP helps you see if you're too dependent on a handful of big fish or if your contracts are about to walk away. It helps you spot the difference between a good year and a sustainable business model. When you connect this to your workflow through the Vinkius catalog, you stop guessing about your risk profile.
You can ask your agent to tell you exactly where your money is coming from and how much of it is actually sticky. It's about finding the cracks in your revenue before they become real problems. You get a clear picture of geographic spread, product variety, and how long your current deals are actually supposed to last.
It turns raw data into a sanity check for your growth strategy.
019ee3e5-d77c-7356-a34a-9468a17bf159 Here's how it actually works
The bottom line is you get a clear risk score for your income instead of just a total revenue number.
Connect your financial data source to the MCP.
Ask your agent to run a quality check on a specific year, region, or risk factor.
Get a health score and a breakdown of your concentration, stability, and market breadth.
Who is this actually for?
The finance person who has to tell the CEO why a big deal is actually risky. The SaaS founder who wants to know if their churn is going to kill them next quarter.
Auditing yearly revenue to see if the growth is real or just a one-off spike.
Checking if the company is too dependent on one whale client before signing a new contract.
Looking for geographical or product-based holes in the business model to prepare for board meetings.
What Changes When You Connect
Stop worrying about whale clients by using analyze_concentration_risk to see exactly how much weight they carry.
Know your contract end dates before they become an emergency with analyze_contractual_stability.
Get a clear 0-100 score for your yearly performance using summarize_revenue_quality.
Identify where you're too thin with analyze_market_breadth to see if you need more geographic variety.
Move from gut feelings to hard data when presenting your growth plan to the board or investors.
See it in action
Evaluating a high-concentration deal
A sales lead wants to sign a massive 3-year deal with a single client. Use analyze_concentration_risk to see if this deal pushes the company over the safety limit.
Checking European expansion success
A founder wants to know if their expansion into Europe is actually working. Use analyze_market_breadth to get a specific score for the European region.
Preparing for a quarterly board meeting
The board wants to know the quality of the new revenue. Run summarize_revenue_quality to get a high-level overview of the last fiscal year.
Auditing contract stability
A contract is coming up for renewal and the team isn't sure if the current structure is stable. Use analyze_contractual_stability to assess the longevity of the current agreements.
The honest tradeoffs
Using total revenue as a health metric
Thinking a $1M month is good even if it's all from one client who might leave tomorrow.
Use analyze_concentration_risk to see your actual dependency on that single source.
Ignoring geographic gaps
Assuming your North American success will automatically translate to Asia without checking the data.
Run analyze_market_breadth to see your actual product and geographic spread.
Relying on handshake deals
Counting revenue from clients who haven't signed a long-term agreement.
Use analyze_contractual_stability to check how much of your revenue is actually locked in.
When It Fits, When It Doesn't
Use this if you need to move beyond top-line growth and start measuring the quality of your income. It's for people who need to justify why a deal is too risky or why a certain market is underperforming. Use it if you want to see concentration risk, contract length, and market breadth in a single score. Don't use this if you just want to pull a list of customers or see your total monthly sales. If you just need a basic dashboard of your sales numbers, a standard CRM export is enough. This is for deep-dive risk analysis, not for simple data fetching.
Questions you might have
What does Revenue Quality Scorer actually do? +
It gives you a health score for your revenue based on stability, concentration, and diversity. It helps you see if your income is healthy or just lucky.
How does Revenue Quality Scorer find concentration risk? +
It uses the HHI index to see if you're too dependent on a few large clients. You can use analyze_concentration_risk to get this specific number.
Can I check specific regions with Revenue Quality Scorer? +
Yes. You can use analyze_market_breadth to see your geographic and product spread in specific areas like Europe or North America.
Does Revenue Quality Scorer look at my contracts? +
It does. Use analyze_contractual_stability to see how long your current agreements are actually set to last and how stable that revenue is.
How do I get a yearly summary with Revenue Quality Scorer? +
You can use summarize_revenue_quality to get a high-level overview of your revenue health for any given fiscal year.
Which AI clients are compatible with Revenue Quality Scorer? +
You can use Revenue Quality Scorer with any MCP-compatible client like Claude, Cursor, or Windsurf. Just connect it through Vinkius to give your agent access to the tools.
Does Revenue Quality Scorer store my sensitive financial data? +
No, it doesn't store your data. This MCP processes your revenue metrics locally within your AI client to generate scores, so your sensitive information stays private.
What does the HHI index mean in Revenue Quality Scorer results? +
The HHI index measures your customer concentration. It helps you see if your revenue is spread across many clients or if you're relying too heavily on a few big accounts.
We've already built the connector for Revenue Quality Scorer. Just plug in your AI agents and start using Vinkius.
No hosting. No infrastructure. No complex setup.
All 4 tools are live and waiting.
You're up and running in seconds.
Vinkius gives your AI agents access to the full catalog of app connectors, all fully managed, secure, and enterprise-ready. One subscription, every tool you need.
Built, hosted, and secured by Vinkius. You just connect and go.