AWS Well-Architected Calculator Connector for AI agents.
4 live capabilities
Audit and score AWS cloud infrastructure against framework pillars
Waiting for input…
Why people use AWS Well-Architected Calculator
Stop manual AWS auditing with AWS Well-Architected Score Calculator
With this MCP, that manual grind disappears. You simply feed your architectural data to your agent, and it handles the math. You get immediate scores for Security, Reliability, and Cost Optimization, along with a clear path to fix what's broken.
What Vinkius changes
You get a mathematical audit of your AWS environment delivered through a natural conversation.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,400+ Connectors
- Real-world use case 01
Post-migration security audit
After moving a workload to AWS, an engineer asks their agent to check the Security pillar metrics to ensure no unencrypted buckets were left behind.
- Real-world use case 02
Quarterly compliance reviews
A DevOps lead uses the capability to track risk trends across the last three quarters to prove to leadership that the infrastructure is becoming more stable.
- Real-world use case 03
Cost optimization deep dives
A FinOps specialist evaluates the Cost Optimization pillar to find specific areas where the workload deviates from efficient patterns.
Complete set · 4capabilities
The complete AWS Well-Architected Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with AWS Well-Architected Calculator.
01—04
4 capabilities in this set.
Part of 4 available through AWS Well-Architected Calculator.
- 01 Capability
Calculate pillar metrics
Calculates the health and risk density for a specific architectural pillar. It gives you a clear score for areas like Security or Reliability.
- 02 Capability
Evaluate workload alignment
Determines how well your workload adheres to specific architectural patterns. This is useful for specialized SaaS or IoT workloads.
- 03 Capability
Generate improvement plan
Creates a prioritized list of remediation steps. It turns identified weaknesses into an actionable roadmap.
- 04 Capability
Track risk trend
Analyzes how your risk profile shifts over time. It helps you see if your architecture is getting safer or more vulnerable.
Set up in minutes
One URL. Then ask AWS Well-Architected Calculator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use AWS Well-Architected Calculator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it AWS Well-Architected Calculator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable AWS Well-Architected Calculator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the AWS Well-Architected Calculator URL.
- Step 03
Save and start
Save the connection and enable AWS Well-Architected Calculator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"aws-well-architected-score-calculator": {
"url": "https://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using AWS Well-Architected Calculator
Open Agent mode in chat and ask: "Using AWS Well-Architected Calculator, help me...". 4 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"aws-well-architected-score-calculator": {
"url": "https://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using AWS Well-Architected Calculator
Ask Copilot: "Using AWS Well-Architected Calculator, help me...". 4 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"aws-well-architected-score-calculator": {
"url": "https://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using AWS Well-Architected Calculator
Open Cascade and ask: "Using AWS Well-Architected Calculator, help me...". 4 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"aws-well-architected-score-calculator": {
"url": "https://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using AWS Well-Architected Calculator
Ask Cline: "Using AWS Well-Architected Calculator, help me...". 4 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add aws-well-architected-score-calculator --transport http "https://edge.vinkius.com/vk_preview_mhvfTew6i6aBdQgGBWfRCTggyz46FwtM0xry9mfw/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using AWS Well-Architected Calculator
Ask Claude: "Using AWS Well-Architected Calculator, show me...". 4 tools are ready
Where the request belongs
Work AWS Well-Architected Calculator can move forward.
This is for the cloud professionals who need to move from 'gut feeling' to data-driven architecture without the manual overhead of traditional auditing.
Cloud Architect
Uses the capability to validate design decisions against framework standards during the design phase.
DevOps Engineer
Checks pillar health and tracks risk trends to ensure continuous compliance and stability.
FinOps Analyst
Evaluates cost optimization metrics to identify wasted spend and efficiency gaps.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
AWS Neptune Sizing Calculator
Deterministic sizing for AWS Neptune graph databases.
Agent Composition Pattern Calculator
Calculate execution plans, latencies, and efficiency for AI agent orchestration patterns.
Inference Latency & Token Tradeoff Calculator
Model the relationship between inference latency, token count, and system throughput.
Receiving Dock Capacity Calculator
Analyze dock capacity, identify throughput bottlenecks, and optimize docking infrastructure.
Retention Risk Scorer
Predict employee turnover risk and quantify the financial impact of attrition.
Multi-Agent Coordination Pattern Validator
Validates structural and logical integrity of multi-agent orchestration patterns.
Bring your own AI
Change the model, client or framework. Keep AWS Well-Architected Calculator connected.
-
Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about AWS Well-Architected Calculator.
The practical details behind the request, access and result.
How can the AWS Well-Architected Score Calculator MCP help my cloud security?
It provides a mathematical score for your Security pillar, identifying specific high-risk areas like unencrypted storage so you can fix them immediately.
Can I use the AWS Well-Architected Score Calculator MCP to save money on AWS?
Yes. By evaluating the Cost Optimization pillar, the capability identifies inefficiencies in your architecture that lead to unnecessary spending.
Does the AWS Well-Architected Score Calculator MCP replace AWS native capabilities?
It doesn't replace them; it acts as a specialized reasoning layer that processes your architectural data into actionable scores and roadmaps.
How does the AWS Well-Architected Score Calculator MCP track risk over time?
It analyzes your assessment data across multiple periods to show you whether your architectural risk is increasing or decreasing.
Can I get a specific plan to fix my AWS architecture?
Yes. The capability can generate a prioritized roadmap that tells you exactly which architectural weaknesses to address first.
One connection away
Give your agent a direct line to AWS Well-Architected Calculator.
Connect AWS Well-Architected Calculator once. Keep it beside 6,400+ managed Connectors when the next task needs more.
Explore every Connector No credit card required · Free tier available