
Prism — Crossdeck
com.cross-deck由 cross-deck.com 發布官方發布者v0.4.0更新於 Nov 2, 2026
Ask your app anything — revenue, errors, read-cost, growth — and get rendered charts back.
概覽
Prism 是 Crossdeck 的唯讀分析連接器,讓助理用自然語言回答應用程式的營收、錯誤、分析與資料庫讀取成本問題,並回傳渲染好的圖表。
- 可以做什麼
- 列出可讀取的應用程式、切換目前應用程式,並查看各應用程式哪些資料面已接入的覆蓋圖
- 讀取營收指標:MRR、付費客戶數、依支付管道拆分及每日趨勢
- 讀取客戶總數,以及單一客戶在付費、權益與讀取成本上的跨層檢視
- 分析錯誤影響:受影響使用者數,以及依風險營收排序的具名付費使用者
- 讀取主機分析:頁面瀏覽量、不重複訪客、熱門頁面與來源
- 在支援 MCP Apps 的用戶端中渲染使用者成長折線圖與客戶儀表板
- 適用情境
- 適合想用自然語言查詢已接入 Crossdeck 的線上應用程式,尤其是跨層問題,例如某次錯誤影響了哪些付費客戶、有多少營收面臨風險。也適合已用 Crossdeck 管理身分、營收、錯誤與分析,並希望在 Claude、ChatGPT、Cursor 等 MCP 用戶端中直接取得這些答案的團隊。
- 執行需求
- 需要已連接資料的 Crossdeck 帳號與工作區。遠端方式:將受 OAuth 保護的端點加入為連接器,登入並選擇專案後授權。本機方式:需要 Node.js 與 npx,並將環境變數 CROSSDECK_SECRET_KEY 設為儀表板中的密鑰;可用 CROSSDECK_API_BASE 覆寫端點。需要網路存取。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Prism — Crossdeck,將其新增到工作區。
- 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
交給代理程式安裝
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/com.cross-deck%2Fprism/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。
{
"mcpServers": {
"prism-crossdeck": {
"type": "http",
"url": "https://api.cross-deck.com/mcp"
}
}
}README
Prism — Crossdeck's intelligence layer for AI
Ask your app anything — revenue, errors, database read-cost, growth — in plain English, and get rendered charts and dashboards back.
[npm version] [License: MIT] [MCP] [OAuth 2.1] [Read-only]
"Which paying customer did this crash hit, and how much revenue is at risk?" — one question, answered across error, identity, and revenue. No single-layer tool can do that.
Why Prism is different
Most MCP servers are a connector to one system. Prism is an intelligence layer over your whole app — because Crossdeck already joins the layers about your users (identity · revenue · entitlements · errors · analytics · database read-cost) into one source of truth, by identity.
The point isn't "let AI read my data." It's the crossing: one question can span layers no other tool joins —
"This error
a1b2c3— who did it hit, and how many of them pay us?" → the named paying users behind the crash, each with their monthly revenue at risk, sorted by what's on the line.
That's the moat sentence. Prism gives it a voice in Claude, ChatGPT, Cursor, or any MCP client.
Permissions & data access
Secure, read-only access to your live Crossdeck workspace. Prism reads; it never writes.
Prism can see (the layers Crossdeck already owns about your app):
Row-level customer identity is returned only when your connection was explicitly granted that scope — otherwise Prism answers from aggregates and tells you so. That boundary is enforced by Crossdeck, not left to the model.
Prism cannot create, modify, delete, or configure anything in your projects. There is no write path — every tool is read-only (readOnlyHint: true). Ask it to change something and it will tell you it can't.
Data is fetched live at question time over an OAuth-protected endpoint; the connector stores nothing.
Connect in 60 seconds
Remote (recommended) — one-click OAuth, no keys to paste
Prism is a hosted, OAuth-protected MCP endpoint:
Add it as a connector in your client, sign in with your Crossdeck account, pick a project, and approve. That's it — the client receives a short-lived, scoped workspace credential automatically.
- Claude (web / desktop): Settings → Connectors → Add custom connector → paste the URL above.
- ChatGPT: Settings → Connectors → Add → paste the URL.
- Cursor: Settings → MCP → Add → paste the URL.
Or open your dashboard at app.cross-deck.com → Developers → Prism → Connect AI for one-click "Add to Claude / ChatGPT / Cursor".
Local (Claude Desktop / Cursor / Claude Code) — stdio + a secret key
No install step — npx fetches the package and its dependencies on each launch, so it
self-heals and stays current (nothing local to go stale):
Use a secret key (cd_sk_) from your dashboard → API keys — never a publishable (cd_pub_) one. CROSSDECK_API_BASE overrides the endpoint (e.g. sandbox).
If the connector shows "failed" / "Server disconnected" — two known causes, both fixable:
spawn npx ENOENT/ command not found. Desktop clients launch with a minimal PATH that often excludes your Node bin (common withnvm). Fix: use the absolute path tonpxascommand— runwhich npxand paste the full path (e.g./Users/you/.nvm/versions/node/vX/bin/npx).ERR_MODULE_NOT_FOUND … @modelcontextprotocol/sdk. This only happens ifargspoints at a hand-built local checkout (…/dist/server.js) — that folder'snode_modulescan be cleaned out from under you (e.g. anything under/tmp). Fix: never point at a local build. Letnpx -y @cross-deck/ai(above) resolve the published package, so its dependencies are always present.Simplest of all: use the remote connector at the top of this section — it runs no local Node at all, so neither failure can occur.
Try these first
Data tools return clean JSON; draw_user_growth and open_moat_dashboard render interactive charts/dashboards inline in hosts that support MCP Apps (and fall back to a text summary elsewhere).
Tools
Thirteen tools — all read-only (readOnlyHint), each with a human-readable title, scoped/paginated output, and actionable errors. Every read is a point-read of a maintained ledger, so asking questions never runs up your database bill.
Every number is self-describing: values come back with a meta.semantics briefing and a coverage state, so a metric is reported as exactly what it is, and a blind spot (not_instrumented) is never mistaken for a real zero.
Portfolio
list_projects— list every app this connector can read (your portfolio).get_portfolio— the coverage map: for each app, which surfaces are instrumented vs a blind spot. Load it first so a later blank reads as a known blind spot, not a fact.use_project— set the current app for subsequent tools ("switch to ").
Revenue & cost
get_revenue— MRR, paying-customer count, per-rail split (Stripe/Apple/Google), optional daily trend.get_customers— the customer census: the paying-customer count (plus total / active where instrumented). The canonical "how many customers does this app have" answer.get_read_cost— database read-cost split into per-user reads vs un-attributed overhead, by operation.
The moat — error × identity × revenue
get_error_impact— for one error: how many distinct users hit it, and how many are paying (counts).get_error_affected_users— the named paying users an error hit, each with monthly revenue and last-hit, sorted by revenue at risk. Returns your own identifiers only — never emails/names you didn't provide.get_customer— one customer across every layer Crossdeck joins by identity: what they pay × active entitlements × read-cost.
Analytics
get_host_analytics— page views + unique visitors for a host/subdomain you own (optional daily series).get_host_top_pages— top pages or referrers for a host you own.
Rendered UI (MCP Apps)
draw_user_growth— an interactive line chart of visitors + page views over time.open_moat_dashboard— a customer's cross-layer dashboard (pay × entitlements × read-cost) rendered as cards.
Security
Prism is built on Crossdeck's bank-grade outbound-read spine. See SECURITY.md for the full model. In short:
- OAuth 2.1 + PKCE (S256), dynamic client registration, short-lived (1h) workspace credentials with refresh-token rotation and reuse detection. No long-lived secret leaves your dashboard.
- Read-only. Every tool is
readOnlyHint: true— no writes, no config mutations. - Scoped & fail-closed. A token resolves to one owner and their own projects; a missing/invalid token returns an actionable 401, never silent data.
- Your data only. Prism reads your own project's data, scoped by your token. It does not read your conversation history or local files, and returns your own identifiers — never PII you didn't provide.
Known limitations
- Read-only in v1 — writes/config are a later, separately-gated stage.
- Per-host analytics require the host to be a verified origin of your project.
- Rendered charts require an MCP-Apps-capable host; others get a text summary.
- Reporting reflects data from when Crossdeck was connected (historical backfill is separate).
Links
- npm: https://www.npmjs.com/package/@cross-deck/ai
- API reference: https://cross-deck.com/docs/reporting-api/
- Security spine: https://cross-deck.com/docs/outbound-api-security/
- Privacy: https://cross-deck.com/legal/privacy/
- Support: [email protected]
License
MIT © Crossdeck
來源:README.md,提交 6b8f07b
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1- v0.4.0最新Sep 16, 2026
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