AWS Budgets + AI via MCP: no-code budget automation

# Manage AWS budgets via AI with MCP server and webhooks

This automation template turns the AWS Budgets API into an accessible interface for AI agents, enabling automated cloud budget management without manual console access. Requests are handled via HTTP webhooks, parameters are dynamically populated from $fromAI expressions, and responses are returned in native AWS format. Designed for technical teams integrating AI-driven automation into cloud cost operations.

## Who it´s for
- DevOps engineers managing AWS cloud budgets
- SREs and cloud architects automating cost controls
- AI agent developers integrating cloud billing systems
- Financial analysts monitoring AWS spending
- Technical leads implementing AI-driven automation in cloud operations

## What the automation does
- Receives HTTP requests from AI agents via webhook
- Automatically maps $fromAI parameters to AWS Budgets API calls
- Supports 23 operations: create, delete, update, and retrieve budgets, notifications, and actions
- Makes direct HTTP calls to AWS API Gateway
- Returns responses in original AWS API format for AI processing

## What´s included
- Ready-to-use n8n workflow
- Webhook handling and request routing logic
- Integrations with AWS Budgets API via MCP Server and HTTP API
- Basic text instructions for setup and adaptation

## Requirements for setup
- n8n account or self-hosted instance
- AWS account with permissions for Budgets API
- Configured AWS API Gateway (or ability to set it up)
- External AI agent capable of sending HTTP requests

## Benefits and outcomes
- Full automation of budget management via natural language
- Reduced risk of human error in budget and alert configuration
- Centralized cost control through AI interface
- Faster response to overruns via automated budget actions
- Transparent budget performance history tracking
- Scalable solution for multi-project environments

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat