
AIOps Field Notes
io.github.getlarkwright由 GitHub 帳號 getlarkwright 發布v0.1.2更新於 Nov 7, 2026
Audit an MCP config, price a model, size a GPU, explain network config drift. Key-free.
概覽
免金鑰的本機 MCP 伺服器,提供 AI 維運計算工具:模型成本估算、GPU 記憶體試算、MCP 設定稽核,以及網路設定差異與合規檢查。
- 可以做什麼
- 依模型估算每月 LLM 工作負載成本,由最便宜排起,並判斷模型在指定量化與上下文下能否放進 GPU 記憶體
- 稽核貼上的 MCP 用戶端設定:未鎖定版本、明文金鑰、範圍過大的檔案系統根目錄、特權容器、shell 進入點與明文 HTTP
- 查詢某個 MCP 伺服器的發佈者,以及它屬於參考、廠商還是社群
- 比對兩份網路設備設定快照,並依 CIS/PCI 基本項目檢查設定
- 從公開 RSS 來源取得最新一期 AI 維運筆記
- 適用情境
- 適合在規劃 AI 預算或採購 GPU 時使用,在把 MCP 用戶端設定接上正式環境前做審查時使用,或需要說明網路設備兩份快照之間改了什麼時使用。
- 執行需求
- 以 stdio 方式在本機執行。npx 方式需要 Node 18 或更新版本,也可使用 Docker 映像。不需帳號、API 金鑰或環境變數;README 建議鎖定版本。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 AIOps Field Notes,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
AIOps Field Notes MCP server
Four things I kept doing by hand while running AI in production, turned into tools an agent can call: price a model before committing a budget, size a GPU before ordering one, review an MCP config before trusting it, and explain what changed in a network device config.
Free, MIT, no account, no telemetry.
Install
Pin the version — see audit_mcp_config for why.
Claude Code
Claude Desktop, Cursor, or any client with a JSON config
Docker
Node 18 or newer for the npx route; nothing else to configure either way. The server is also in the
official MCP registry as io.github.getlarkwright/aiops-field-notes-mcp.
Tools
audit_mcp_config
The one I use most. Paste a client config and it reads it the way a reviewer would — every server entry is an access grant, so the questions are what it can reach, who publishes it, and what happens the next time it auto-updates:
It also flags shell entrypoints, privileged containers, host-root mounts, credentials on the command line, database access that is not read-only, unauthenticated remote servers, and anything reached over plain HTTP.
What it does not do
- No account, no signup, no key.
- No telemetry. Nothing about your usage leaves your machine.
- No filesystem access.
audit_mcp_configtakes the config as text, so the server never reads your disk. - One network call in the whole package:
latest_field_notefetches a public RSS feed. Skip that tool and this server never opens a socket.
The cost table, GPU list and server directory match the calculators at aiopsfieldnotes.com/tools and get re-verified with each weekly episode. Pricing moves — check the vendor's page before you commit a budget to it.
Where the network tools come from
explain_config_diff and check_config_compliance are the read-only core of
DriftWatch, which runs the same rules nightly across a fleet and
keeps the history. Here you get the single-shot version, on two snapshots you paste, with no storage and
no scheduler. That is deliberate: the rules are the useful part, and they work fine on their own.
Licence
MIT © Larkwright LLC. Written by James Son — network, security, and automation engineer — and tested in a live multi-vendor lab. Contributions and corrections welcome.
來源:README.md,提交 9d033c4
工具
0版本歷史
1- v0.1.2最新Nov 7, 2026
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