Devicecloud

io.github.RubenGlez由 GitHub 帳號 RubenGlez 發布v0.3.3更新於 Nov 7, 2026

Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

已驗證STDIO僅桌面開發者工具資料與分析

概覽

AI 產生的概覽

唯讀 MCP 伺服器,把 DeviceCloud 上失敗的 Maestro 測試執行(失敗原因、截圖、報告與不穩定流程分析)帶進編輯器供排查。

可以做什麼
  • 一次呼叫診斷某次執行:失敗流程、失敗原因、耗時、自動下載的失敗截圖,以及通過/失敗/不穩定彙總
  • 依時間視窗評估套件健康度,把流程歸類為健康、不穩定、損壞或回歸
  • 列出並依名稱或日期篩選近期上傳,讀取整體與各流程狀態及失敗原因
  • 取得 JUnit XML 與 HTML 報告,並下載日誌、截圖、影片等原始產物
  • 檢視各流程通過率分析,並深入查看單一流程檔案的執行歷史
適用情境
適用於 Maestro 流程透過 CI 在 DeviceCloud 上執行、希望助理直接讀取失敗證據並修正流程或應用程式碼而不必開啟儀表板的情境。也適合判斷哪些不穩定或損壞的流程值得優先修復。
執行需求
需要 Node.js 22 以上版本,透過 npx 隨需執行,無需另外安裝。需要 DeviceCloud API 金鑰,以環境變數 DEVICE_CLOUD_API_KEY 提供,並須在 shell 設定檔中匯出,讓子行程能繼承。需要連線 DeviceCloud REST API 的網路;解壓縮 HTML 報告還需要 unzip 指令。
安裝前請注意
需要 DeviceCloud API 金鑰(DEVICE_CLOUD_API_KEY),金鑰錯誤或已撤銷會回傳 HTTP 401 或 403。伺服器對 DeviceCloud API 為唯讀,無法觸發計費執行,但會把報告與產物下載到本機磁碟(預設 /tmp),並將金鑰傳送給 DeviceCloud。日誌、截圖等測試證據會進入助理的上下文。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Devicecloud,將其新增到工作區。
  2. 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

devicecloud-mcp

[npm version]

Triage failing DeviceCloud runs so your agent can fix them, without opening the dashboard.

When a DeviceCloud run goes red in CI, the reason why is buried in the web dashboard: the fail reason, the failure screenshot, the logs. This server pulls all of it straight into your editor, so your AI assistant (Claude Code, Cursor, Claude Desktop, etc.) can read the evidence, find the root cause, and fix the flow or app code. You commit, CI re-runs, and the dashboard stays closed.

DeviceCloud is a platform for running Maestro flows on real devices. Your CI triggers the runs; this server is how you debug the ones that fail.

It lets the assistant:

  • diagnose a run in one call: failed flows, fail reasons, failure-screenshot paths, and a passed/failed/flaky summary, ready to act on
  • rank suite health: classify every flow as healthy, flaky, broken, or regression over a window so you know what's worth fixing first
  • list recent uploads, filter by name (commit message + short SHA) or date
  • read per-flow status and failReason for any upload
  • pull the JUnit XML report
  • download and auto-unzip the HTML report (with failure screenshots highlighted)
  • download raw artifacts (logs, screenshots, video) as a zip
  • spot flaky vs genuinely-broken flows with per-flow pass-rate analytics
  • drill into run history for a specific flow file

The server is read-only against the DeviceCloud REST API: no dcd CLI dependency, and nothing an agent does can trigger billable runs. Triggering and re-running tests stay with your CI; cancelling a run stays in the dashboard.

Install

Requires Node.js 22+ — check with node --version. There's no separate install step; the server runs on demand via npx.

Add this to your MCP client config:

json
{  "mcpServers": {    "devicecloud": {      "command": "npx",      "args": ["-y", "devicecloud-mcp"],      "env": {        "DEVICE_CLOUD_API_KEY": "<your-key>"      }    }  }}

Get your API key at console.devicecloud.dev/settings.

Claude Code: add it with one command

Skip editing JSON — register the server in one step:

sh
claude mcp add devicecloud --env DEVICE_CLOUD_API_KEY=<your-key> -- npx -y devicecloud-mcp

Add -s user to make it available in every project instead of only the current one.

Configure your assistant

The config block above is the same for every client; only the file location differs.

Claude Code (project-scoped, .mcp.json)

Add to a .mcp.json at the root of any project where you want the tools available:

json
{  "mcpServers": {    "devicecloud": {      "command": "npx",      "args": ["-y", "devicecloud-mcp"],      "env": {        "DEVICE_CLOUD_API_KEY": "${DEVICE_CLOUD_API_KEY}"      }    }  }}

Then export the key from your shell profile so Claude Code's child process inherits it:

sh
# ~/.zshrc or ~/.bashrcexport DEVICE_CLOUD_API_KEY="<your-key>"

Setting it only in an interactive shell isn't enough; Claude Code spawns the MCP from its own environment, so the variable needs to be in the profile.

Claude Code (user-scoped, ~/.claude.json)

If you want it available everywhere instead of per-project, add the same devicecloud block under mcpServers in ~/.claude.json.

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows). Restart Claude Desktop after saving; a tools icon appears in the chat input once the server connects.

Cursor

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json at the project root (project-scoped).

Windsurf

Edit ~/.codeium/windsurf/mcp_config.json.

Other MCP-compatible clients

Any client that supports stdio MCP servers uses the same { command, args, env } shape. Consult the client's docs for the config file location.

Note: OpenAI products (ChatGPT, Codex, the Assistants API) use their own tool protocol and do not support MCP servers.

Verify

After restarting your assistant:

List recent DeviceCloud uploads, limit 3.

You should see a JSON-shaped response with an uploads array. If instead you get DEVICE_CLOUD_API_KEY env var is required, the variable isn't reaching the spawned process; re-check that it's exported from your shell profile (not just the current shell).

Available tools

ToolPurpose
diagnose_runStart here. One-call triage of a run (uploadId or name): folds retries per flow and returns failed flows with fail reasons, durations, and auto-downloaded failure-screenshot paths, plus a passed/failed/flaky summary and suggested next steps. Set includeReport: false to skip the screenshot download; outputDir sets where the report extracts (default /tmp).
suite_healthClassify every flow over a lookback window into healthy, flaky, broken, or regression, ranked worst-first, so you can tell whether a failure is worth fixing before diving in. Regressions (passing, then recently failing) come first. Same filters as list_flow_analytics (platform, appId, days, startDate, endDate, tags).
list_uploadsList recent uploads. Filter by name (* wildcard), from, to, limit, offset.
get_upload_statusOverall status + per-test status, duration, failReason. Provide uploadId or name.
get_resultsPer-flow rows for one upload: id, test_file_name, status, fail_reason, duration_seconds, retry_of. Optional client-side status filter.
get_junit_reportRaw JUnit XML for an upload.
get_html_reportDownloads + auto-unzips the HTML report. Returns the extraction dir and an inventory with failureScreenshots[] highlighted (these are the highest-signal debugging artifact).
download_artifactsZip of raw artifacts (logs, screenshots, video). results: "FAILED" (default) or "ALL". Saves to /tmp by default; not auto-unzipped.
list_flow_analyticsPer-flow pass rate, run counts, avg duration over a lookback window (default 14 days). Useful to tell flakes from genuinely-broken flows.
get_flow_runsIndividual run history for one flow file (fileName required). Returns status, duration, failReason, and the uploadId each run belongs to. Use to drill into a specific flow after list_flow_analytics.

Upload-naming convention

Uploads are typically named after the commit or build that triggered them. A common convention is to include the short SHA:

fix(login): handle expired session (a1b2c3d4)

Filter with name = "*a1b2c3d4*" to find every upload for a specific commit. The wildcard is *, not %.

When uploads do and don't exist

DeviceCloud uploads are created when you trigger a run, via the CLI, a CI step, the GitHub Action, or the API directly. Whether a given commit has an upload depends entirely on your CI setup. If list_uploads returns nothing for a SHA you expect, the run probably wasn't triggered for that commit.

Troubleshooting

  • DEVICE_CLOUD_API_KEY env var is required: the variable isn't visible to the spawned MCP. Export it from ~/.zshrc / ~/.bashrc, restart your assistant.
  • unzip failed (from get_html_report): the unzip binary is missing or crashed. Install with brew install unzip (macOS ships with it; Linux usually does too).
  • HTTP 401 / 403: the API key is wrong or revoked. Regenerate it at console.devicecloud.dev/settings.
  • Empty list_uploads for your SHA: a run probably wasn't triggered for that commit. See "When uploads do and don't exist" above.

來源:README.md,提交 729d94d

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

2
  1. v0.3.3最新Nov 7, 2026
  2. v0.3.2Sep 16, 2026

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