CEM

org.cemresearchproject由 cemresearchproject.org 發布官方發布者v0.1.0更新於 Nov 8, 2026

CEM's published research on building with AI: definitions, papers, calculators and the CEM Score.

已驗證Streamable HTTP可網頁執行知識與記憶開發者工具資料與分析

概覽

AI 產生的概覽

遠端 MCP 伺服器,提供 CEM 關於用 AI 打造的公開研究:定義、論文、計算器、CEM Score 與 UI 套件。

可以做什麼
  • 查詢 CEM 術語與定義,並取得附來源的較長研究回答
  • 依編號檢索並取得公開研究文件及其頁面連結
  • 列出並檢視 21 個計算器的輸入、公式與引用
  • 為 24 題的 CEM Score 自評評分
  • 瀏覽與搜尋 CEM UI 套件,閱讀其設計法則並執行法則檢查
  • 搜尋 CEM 對軟體工具的評測,含標價與購買指南
適用情境
當有人詢問 CEM(複利執行法)或其術語、需要 CEM 的論文、手冊或案例、需要某個計算器的公式或 CEM Score,或在使用 CEM 的 UI 套件與設計法則時適用。
執行需求
遠端 streamable HTTP 端點;未宣告任何套件、環境變數或請求標頭,也未宣告身分驗證。需要能連線至 CEM 端點;部分結果依賴 CEM 的搜尋索引可用。
安裝前請注意
ask_cem 會產生較長的書面回答,有全體使用者共用的每日上限並會產生費用,伺服器建議僅在免費定義工具之後使用。ui_check 只檢查 CEM 自己的儲存庫。內容為 CEM 自身的研究與評測,應視為單一專案的資料而非中立事實。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 CEM,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。

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/org.cemresearchproject%2Fcem/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。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "cem": {
      "type": "http",
      "url": "https://mcp.cemresearchproject.org/mcp"
    }
  }
}

工具

14

ui_list

List the UI kit

The CEM UI kit (cem-ui registry/): tokens, brand assets, layout primitives, utilities, engines, frames, templates, components (one per job) and the old partials. Without a kind, the count of each kind and their ids; with one, every entry of that kind. Kinds: token, asset, primitive, utility, engine, frame, template, component, partial.

輸入參數kind

ui_get

Get a UI kit entry

One UI kit entry in full, as cem-ui registry/ records it: by id ("site-header", "shell", "spacing", "CRP:ask-cem-panel"), component tag ("x-site-header") or name.

輸入參數id必填kind

ui_laws

Read the design laws

The CEM design laws, cem-ui LAWS.md, the one rules document. Without a law, the whole file. With a number (1 to 20), that law as written. With words ("accent edge", "white"), every law that holds all of them.

輸入參數law

ui_check

Run the laws check

Run cem-ui's laws check (scripts/laws.mjs, `npm run laws`) and return its table: each law's check, the count now, and the baseline it may not rise above. It checks cem-ui's own css/ and templates/; it takes no other repo. With a check name, every finding for that check (laws.mjs --list). Never records a baseline.

輸入參數check

calculators_list

List the calculators

The 21 CEM calculators, the same on every site (cem-ui registry/tools.json), with what each measures, and its page and formula code from CRP's search index when CRP is up.

無需輸入參數。

calculator_get

Get a calculator

One calculator: what it measures (cem-ui registry/tools.json), its inputs with their defaults, and its formula as the calculator's own code computes it (templates/tool-calcs/{slug}.blade.php: the recalc function, the helpers it calls and its constants), and the citation it gives.

輸入參數slug必填

cem_score

Score the CEM Score self-assessment

Score answers to the CEM Score self-assessment (24 questions, 12 dimensions) by the calculator's own rules (cem-ui templates/tool-calcs/cem-score.blade.php: getDimGrade, updateScores). Without answers, the 24 questions with each answer's score. Answers are keyed by question (d1q1 … d12q2), each the chosen answer's score, 1 to 5. Nothing is stored.

輸入參數answers

research_get

Get research by code

One public CEM document by its code (DOI-07, PB-011, …): its entry in CRP's search index and its markdown from work-hub content/ (located through the content_index table). Only codes CRP lists publicly are served.

輸入參數code必填max_chars

cem_answer

Instant answer

Use for any question about CEM (the Compounding Execution Method) or a term it defines, such as the Drift Tax, the Pendulum, the Governor, Sweeps, Cycles or operator levels, and for questions about building or operating with AI that CEM's research covers. Returns CEM's own definition with its code (cite it, e.g. F-003) and the best research documents, each with its code, one-line summary and page. Free and instant. Use it first; ask_cem writes a longer answer when someone wants to go deeper.

輸入參數question必填

ask_cem

Ask CEM

A longer written answer from CEM's research, with the passages it drew on and their pages. Use it only after cem_answer, and only when the person asks to go deeper or wants more than the definition and documents give: for what a term means, cem_answer is the answer, free and instant. At most 100 written answers a day across every channel; past that, or when the AI account can't answer, it returns the closest research instead.

輸入參數question必填

ask_op01

Ask OP-01

OP-01's view: the operator in CEM's research, the one person whose every commit, session and dollar the research measures. By default, free and instant: OP-01's published positions that bear on the question, each with when it applies, and the closest published research; write the answer from them in your own words and keep his positions apart from what you infer. With deeper: true, a written answer in OP-01's own voice from the same material, counted on the same daily limit as ask_cem; use it only when the person asks to go deeper. For the method's own view, use cem_answer.

輸入參數deeperquestion必填

版本歷史

1
  1. v0.1.0最新Nov 8, 2026

評分

已滿足適用檢查項的 83%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款不適用

    託管服務按其提供方的條款使用,因此這裡不要求授權條款。此檢查項不計入百分比。