Sold by: CloudFix
LLM-compatible EC2 pricing tool that responds to natural language queries via Model Context Protocol (MCP). Supports container or API deployment.
Overview
The CloudFix MCP AWS Pricing Server exposes AWS EC2 pricing through a fast, queryable interface designed for AI agents and developer tools. It uses the Model Context Protocol (MCP) to provide natural-language access to EC2 instance pricing, supporting flexible filters like CPU count, memory size, instance family, operating system, region, and pricing term.
This product is ideal for FinOps, cost optimization tools, LLM agents, infrastructure planners, and internal developer assistants. It runs entirely from a pre-parsed static dataset, with no dependency on live AWS pricing APIs, making it fast, portable, and cost-predictable. You can deploy it as: A remote MCP-compatible API server (ideal for Claude, CLine, and other agents) A container inside your own environment (ECS, EKS, Lambda, or air-gapped) The product supports both On-Demand and Reserved Instance pricing comparisons. Customers can query it using plain English to answer questions like:
What is the cheapest EC2 instance with 32 GB RAM in us-west-2? How much does a 3-year reserved r6g.large save compared to On-Demand? It includes full example configs and instructions for integration with MCP-enabled clients. The source is open and extensible.
Highlights
- LLM-native interface: Accepts natural-language pricing questions via MCP.
- Fast and portable: Lightweight container runs entirely offline if needed.
- FinOps-ready: Ideal for cloud cost advisors, internal chatbots, and AI developer tools.
Details
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Delivery method
Integration protocol
Type
Deployed on AWS
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Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/request |
|---|---|---|
Requests | Requests to MCP Server | $0.00000001 |
Dimensions summary
This product uses a single usage-based pricing dimension. You pay based on the number of Requests made to the MCP Server. There are no tiers or fixed subscriptions here. Your cost scales directly with how many requests you send. The more you use, the more you pay. This structure keeps billing tied to actual usage. Charges are processed through AWS Marketplace and appear on your consolidated AWS bill.
Top-of-mind questions for buyers
A Request is a single call your systems make to the MCP Server. Each call counts as one billable Request. Your total charge equals the number of Requests you send. The pricing table meters this volume directly, with no separate compute or storage metric.
This dimension is usage-based. You pay for the Requests you actually send, with no upfront commitment on this metric. Charges accrue as you use the MCP Server and appear on your consolidated AWS bill.
Cost tracks Request volume directly. If you send no Requests, no usage charges accrue for that period on this dimension. When you resume sending Requests, charges start again based on the count. There is no fixed floor tied to this metric.
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Vendor refund policy
This product is free to use and does not incur any charges. As such, no refunds are necessary or applicable. For support or questions, please contact us through https://support.cloudfix.com
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
API-Based Agents & Tools
API-Based Agents and Tools integrate through standard web protocols. Your applications can make API calls to access agent capabilities and receive responses.
Additional details
Usage instructions
CloudFix MCP Pricing Server - MCP Client Setup
Overview
Real-time AWS EC2 pricing data through Streaming HTTP MCP. Endpoint: <https://pricing-mcp.app.cloudfix.com/mcp>
Getting Your API Token
Step 1: Subscribe
Visit: **https://aws.amazon.com/marketplace/procurement?productId=prod-to2txes5gkq74** Click "Subscribe" and complete the process.
Step 2: Get Token
- Visit: **https://aws.amazon.com/marketplace/launch?productId=prod-to2txes5gkq74**
- Click "Sign in or create vendor account"
- Create and copy your API token
MCP Client Configuration
Kiro/Cursor/Claude Desktop Setup
Add to your MCP settings:
{ "mcpServers": { "aws-pricing-mcp": { "command": "npx", "args": [ "mcp-remote", "https://pricing-mcp.app.cloudfix.com/mcp", "--header", "Authorization: Bearer YOUR_API_TOKEN" ] } } }Example Configuration
Requirements
- Node.js with npx (visit https://nodejs.org/ )
- Verify: npx --version
Available Tools
Access to ec2_instances_pricing tool for:
- Filter EC2 instances by region, platform, specs, price
- Sort by price, vCPU, RAM, network performance
- Get on-demand and reserved pricing
- Compare with CloudFix RightSpend rates
Replace YOUR_API_TOKEN with your actual token.
Support
Vendor support
This product is free to use and does not incur any charges. As such, no refunds are necessary or applicable. For support or questions, please contact us through
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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