GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
제작자가 쓴 설명(영어 원문)
Get a non-expert from zero to a Slack-delivered, plain-English, waste-flagged AWS bill breakdown
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
AWS_ACCESS_KEY_ID, AWS_BILLING_BASE_URL, AWS_BILLING_SLACK_CHANNEL, AWS_REGION, AWS_SECRET_ACCESS_KEY, AWS_SESSION_TOKEN비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
실행하기 전에 빈 값을 채워 주세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
AWS_BILLING_BASE_URL envAWS_BILLING_SLACK_CHANNEL envAWS_REGION env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 servosity 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_SESSION_TOKEN
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.8)은 14일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Unofficial. Community-built Claude Code Skill and MCP server for the Amazon Web Services
API. Not affiliated with, endorsed by, or sponsored by Amazon.com, Inc. or its affiliates.
Full skill page - install, outcomes, safety model.
Get a non-expert from zero to a Slack-delivered, plain-English, waste-flagged AWS bill breakdown - and cache it so you don't pay per Cost Explorer call. Works with the AI you already use - ChatGPT (desktop app), Claude Desktop, Codex, Claude Code, Claude Cowork, and GitHub Copilot - plus Gemini CLI. Free, open source, runs on your laptop. Built for MSP owners. No code required.
Security note (until this connector is reprinted). Do not run HTTP mode
(
--transport http), not even on localhost. This build has no password,
listens on every network interface, and predates the browser-rebinding guard,
so a web page you open can reach it. The MCP tools can also read your data
with your credentials. Use the default stdio transport. If you set up a tunnel
for a remote agent, shut it down. A fix is on the way.
The six agents MSP owners actually use (self-serve, works today):
| Your AI agent | How to install the Amazon Web Services skill |
|---|---|
| Claude Desktop | Run installer, then Settings > Extensions to register aws-billing-mcp (no JSON editing). |
| ChatGPT (desktop app) | Run installer, then add aws-billing-mcp in Settings > MCP servers as a local (STDIO) server. ChatGPT on the web is not supported yet. |
| Codex CLI | Paste the install prompt below. |
| Claude Code | Paste the install prompt below. |
| Claude Cowork | Paste the install prompt below. |
| GitHub Copilot (VS Code) | Run installer, add aws-billing-mcp to mcp.json under the servers key, then pick Agent mode. |
The ChatGPT desktop app runs aws-billing-mcp locally and shares MCP configuration with Codex (OpenAI). ChatGPT on the web needs a remote (HTTP) server, and this connector's HTTP mode is paused until it is reprinted (see the security note in mcp-install.md), so msp-skills does not support it yet. If your team works there, a hosted gateway is the better pick; check that your AI app is on the gateway's setup list.
Big install base, but an honest heads-up: Gemini CLI runs the local binary you just installed, while Microsoft 365 Copilot and the Gemini app need a remote server, which msp-skills does not support yet.
| Agent | What it takes |
|---|---|
| Microsoft 365 Copilot / Copilot Studio | Not supported by msp-skills yet: it needs a remote server. A hosted gateway is the better pick; check that your AI app is on the gateway's setup list. |
| Google Gemini | Gemini CLI is local - same as Claude Code. See mcp-install.md. The Gemini app needs a remote server and is not supported by msp-skills yet. |
Skill-native agents (also covered): Hermes and OpenClaw read this skill's
SKILL.mddirectly *and* speak MCP - see their install sections below. Also works with Cursor, Windsurf, Cline, Continue.dev, and Zed via MCP. Full per-tool wire-up: [docs/which-agent.md](../../docs/which-agent.md).
Run more than one agent? Install across all 51+ supported agents in one command:
npx skills add Servosity/msp-skills@latest(requires Node.js, then run the per-skill installer for the CLI/MCP binaries). See docs/which-agent.md.
.mcpbClaude Desktop bundle: the
.mcpblaunches on macOS (Intel and Apple Silicon), Windows x64 and Linux x64. Every tool shells out to the companionaws-billing-cli. Releases cut from 2026-09-18 on ship that CLI inside the bundle; older bundles contain only the MCP server, so if yours lacks the companion, run the Path A or Path B installer below first (or setAWS_BILLING_CLI_PATHto an existing binary). Details: #331.
Download Amazon Web Services MCP (.mcpb) - then open Claude Desktop > Settings > Extensions and select the file. One click, no JSON, no shell. (Browse every Amazon Web Services release on the releases page.)
Prefer the Claude Code plugin? Add the marketplace once, then install - works immediately, no directory listing required:
/plugin marketplace add Servosity/msp-skills
/plugin install aws-billing@msp-skills
Copy this into Claude Code, Codex CLI, or Claude Cowork:
Install the Amazon Web Services Skill and MCP server from Servosity/msp-skills in this agent workspace. If this workspace uses a POSIX shell (macOS, Linux, WSL, or Bash), run
bash <(curl -fsSL https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/aws-billing/install.sh). If it uses Windows PowerShell, runiwr -useb https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/aws-billing/install.ps1 | iex. Then authenticate per the README and runaws-billing-cli --helpto explore.
The same prompt works in any agent that can run shell.
Windows (PowerShell):
iwr -useb https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/aws-billing/install.ps1 | iex
macOS / Linux:
bash <(curl -fsSL https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/aws-billing/install.sh)
The installer drops both aws-billing-cli (the CLI) and aws-billing-mcp (the MCP server) into your user bin path. Claude Code, Codex, and Cowork discover the Skill via SKILL.md in this directory.
Verify:
aws-billing-cli --version
The installer always fetches the current release - re-run it to upgrade:
macOS / Linux:
bash <(curl -fsSL https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/aws-billing/install.sh)
Windows (PowerShell):
iwr -useb https://raw.githubusercontent.com/Servosity/msp-skills/main/skills/aws-billing/install.ps1 | iex
Claude Desktop .mcpb users: download the latest .mcpb (top of this section) and re-select it in Settings > Extensions. Claude Code plugin users: /plugin update aws-billing@msp-skills.
After the installer runs, see [mcp-install.md](./mcp-install.md) and [docs/which-agent.md](../../docs/which-agent.md) for the per-agent wire-up - one section per agent, including the GitHub Copilot servers key and the ChatGPT desktop app. Claude Desktop's Settings > Extensions panel is the simplest path; the MCP config block (for users who prefer editing JSON) is documented in mcp-install.md.
From the Hermes CLI:
hermes skills install servosity/msp-skills/skills/aws-billing --force
Inside a Hermes chat session:
/skills install servosity/msp-skills/skills/aws-billing --force
Hermes speaks MCP natively, so it can also use the aws-billing-mcp server directly - same install path, same env vars.
Tell your OpenClaw agent (copy this):
Install the aws-billing skill from https://github.com/servosity/msp-skills/tree/main/skills/aws-billing. The skill defines how its required CLI (
aws-billing-cli) can be installed via theopenclaw:frontmatter block.
OpenClaw isn't generally available yet; the frontmatter wiring is pre-shipped and will activate the moment OpenClaw launches.
See mcp-install.md for the credentials aws-billing-cli needs.
| Question your MSP keeps asking | Command |
|---|---|
| Why did my bill change month-over-month? | aws-billing-cli compare --from last-month --to this-month |
| Which linked account is driving org spend? | aws-billing-cli consolidated --period this-month |
| Where am I wasting money right now? | aws-billing-cli waste rank |
| Where is my data-transfer cost leaking? | aws-billing-cli waste transfer --period last-month |
| What does this cryptic usage-type line mean? | aws-billing-cli explain EUC1-DataTransfer-Out-Bytes |
| What will I spend next month? | aws-billing-cli forecast --profile-aws prod |
| How do I give a colleague read-only billing access? | aws-billing-cli iam-setup --tier core --format cloudformation |
| What's a plain answer about my bill? | aws-billing-cli ask "what are my top services" |
Full command reference: guide.md. For the AI-agent operating contract (--agent, --dry-run, when to confirm before mutating), see AGENTS.md.
Most Amazon Web Services integrations and MCP servers proxy each question into a live Cost Explorer call. That's fine for one lookup - but each request costs $0.01, and it dies the moment you're asking "which of my linked accounts had the biggest cost jump this quarter, and what service drove it" across every account at once.
This skill syncs Amazon Web Services into a local SQLite mirror with full-text search. Aggregate questions become one local query: instant, offline, and the AI sees the ranked answer, not the raw data. Compound commands like consolidated, compare, and waste rank join across linked accounts, services, and resource inventory - work a stateless API wrapper can't do without paying per call.
On r/msp, the recurring AWS thread is some version of "the client's bill jumped and I can't tell them why." The console shows a wall of usage-type codes like EUC1-DataTransfer-Out-Bytes, and Cost Explorer answers the question you didn't ask - buy Reserved Instances - instead of the one you did: what moved, and where is money leaking? Corey Quinn's *Last Week in AWS* has built an audience on the premise that AWS billing is opaque by design. For an MSP managing AWS for clients, that opacity is a monthly tax: the cost review gets skipped because nobody can read the bill, and the waste compounds until the number is already a surprise.
This skill closes that with a handful of high-leverage commands:
aws-billing-cli compare - ranks the services that moved month-over-month, so "why did it change?" is a sentence, not a spreadsheet.aws-billing-cli consolidated - resolves every linked account by name with an inline delta, so you can name the account driving org spend in one view.aws-billing-cli waste rank - one dollar-ranked table of idle EC2, unattached EBS, orphaned snapshots, and unassociated Elastic IPs, with a grand total you could save.aws-billing-cli waste transfer - names where cross-AZ앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요