Atlas / MCP servers / ravikiranvm / Aws Finops

Aws FinopsSAFE

Name: Aws Finops
Author: ravikiranvm

mcp/ravikiranvm/aws-finops

MCP server by ravikiranvm · ai · aws · cloud · Audited 2026-10-06

An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.

Verdict

SAFE

Grade

Trust score

89 /100

Exposed tools

2 1r · 1w · 0d

Transport

stdio

License

MIT

Stars

183

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

[](https://pypi.org/project/aws-finops-mcp-server/) [](https://opensource.org/licenses/MIT)

Why Use the AWS FinOps MCP Server?

Managing AWS costs can be complex. Finding answers to questions like "What did we spend on S3 last month?" or "Do we have any unused EC2 instances?" often requires navigating the AWS Console or writing scripts.

This server bridges that gap by connecting the powerful, natural language understanding of an LLM directly to your AWS account's financial data. You can ask complex questions and get immediate, actionable insights without ever leaving your chat interface.

Use Cases:

Prompt on Claude Desktop: "Get usage-type based cost for all my AWS CLI profiles for the last 90 days. And get the audit report for all profiles for region ap-south-1. Make a finops report with data in minimalistic way and keep it professional."

Prompt on Amazon Q CLI: "Could you use aws-finops mcp server and get cost data for each month in the last 6 months for profile 04 and present the data in a tabular format highlighting how the total cost and cost for each service has changed every month?"

Prompt on Claude Desktop: "Generate a comprehensive finops report for management using all the tools available in the AWS FinOps MCP server. Use all the available CLI profiles and use the region ap-south-1 wherever required."

Other sample reports generated by Claude using AWS FinOps MCP Server

**<

Read from source at commit 11fcf641dddfOBSERVED · 2026-10-06

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code

claude mcp add aws-finops-mcp-server -- uvx aws-finops-mcp-server

claude-desktop

{
  "mcpServers": {
    "aws-finops-mcp-server": {
      "command": "uvx",
      "args": [
        "aws-finops-mcp-server"
      ]
    }
  }
}

Exposed tools (2)

1 read · 1 write · 0 destructive.

Tool	Risk	Description
`get_cost`	read
`run_finops_audit`	write

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

Layer	What it checks	Result
L0	Provenance & inventory	PASS
L1	Static analysis of the code	PASS
L2	Instruction surface (what it tells the agent)	PASS
L3	Class-specific surface	PASS
L4	Behavioural (sandbox)	SKIPPED

What the source does

Filesystem: none-observed
Network: none-observed
Shell: none-observed
Dependencies: not all pinned
Secrets in source: none-found

Findings (4)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357

requirements.txt

boto3, "mcp

Why it matters. 2 requirement(s) not pinned with ==

Fix. pin exact versions

INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427

README.md:162

-   `AWS Access Key ID`: Your credential's access key.

Why it matters. asks the agent to read credentials

INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427

README.md:163

-   `AWS Secret Access Key`: Your credential's secret key.

Why it matters. asks the agent to read credentials

INFOSupply chain · prompt.pipe_to_shell · CWE-829, CWE-1357

README.md:126

curl -LsSf https://astral.sh/uv/install.sh | sh

Gates applied: no_behavioural_pass.

Audited 2026-10-06 · audit v0.4.1 · source sha 11fcf641dddffull audit observations/trust-audit/mcp-server/ravikiranvm__aws-finops.json · Report an issue / request a re-scan

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

Date	Source	Verdict	Grade	Score	Change
2026-10-06	`11fcf641dddf`	SAFE	B	89	first audit

Questions

What is the Aws Finops MCP server?

What tools does Aws Finops expose?

2 in total: 1 read-only, 1 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Aws Finops safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Aws Finops need?

No credential environment variables were found in its source, so it appears to need none.

How does Aws Finops run?

It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as aws-finops-mcp-server.

How current is this page?

The grade is for one exact copy of the source (11fcf641dddf), read on 2026-10-06. The repository is watched and re-audited when it changes.

Source	ravikiranvm/aws-finops-mcp-server
PyPI	`aws-finops-mcp-server`
Transports	stdio
License	MIT
Activity	pushed 482d ago