Manage AWS Budgets via AI agents using MCP and webhooks

This workflow exposes the AWS Budgets API as an accessible interface for AI agents via MCP and HTTP webhooks. It enables full automation of budget, notification, and action management without manual coding—through standard AI system calls.

## Who it´s for
- Developers integrating AWS Cost Management with AI agents
- DevOps engineers automating cloud budget control
- SaaS products adding AWS Budgets support via MCP

## What the automation does
- Receives requests from AI agents via HTTP webhook
- Maps parameters using $fromAI() expressions
- Executes AWS Budgets operations: create, update, delete budgets, notifications, and actions
- Returns responses in original AWS API format
- Ensures compatibility with any AI system supporting MCP

## What´s included
- Ready-to-use n8n workflow
- Webhook-based trigger and handler logic
- Integrations with AWS Budgets and generic AI Agent (via HTTP)
- Basic text guide for launch and adaptation

## Requirements for setup
- AWS account with Budgets API access
- Running n8n instance
- Configured LangChain MCP server
- Valid API keys and IAM roles with required permissions

## Benefits and outcomes
- Full automation of budget management via AI
- Reduced risk of human error in configuration
- Centralized cost control from AI agents
- Compatibility with any AI stack via MCP
- Time savings on repetitive tasks

## 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 Telegram: @gleb923.