AWS Cost Explorer MCP

Example Use Cases

• 1

  Query AWS Cost Explorer to get EC2 and service-level spend summaries and trends in natural language.

• 2

  Analyze Amazon Bedrock model invocation logs from CloudWatch to produce per-day and per-hour usage breakdowns by region, user, and model.

• 3

  A drop-in MCP toolset (local or remote over SSE/HTTPS) to integrate cloud spend analysis into chatbots, LangGraph agents, or Claude Desktop workflows.

Description

This repository provides an MCP (Model Control Protocol) server that lets agents (e.g., Claude, LangGraph-based agents) call tools to fetch and analyze AWS Cost Explorer data and Bedrock model invocation logs from CloudWatch. It includes tools for EC2 daily spend, detailed breakdowns by day/region/service/instance type, and Bedrock usage stats aggregated by day and hour. The server supports local (stdio) and remote (SSE/HTTPS via nginx reverse proxy) operation, Docker and UV-based runs, and can be integrated into chat/agent frameworks such as Chainlit/LangGraph for interactive natural-language cost analysis.