The Builder's Prompt Library

io.github.ADahling由 GitHub 帳號 ADahling 發布v1.0.0更新於 Oct 25, 2026

Search 3,323 graded AI prompts for software builders; fetch any prompt by slug. No key needed.

已驗證Streamable HTTP可網頁執行開發者工具AI 與機器學習

概覽

AI 產生的概覽

一個公開、免金鑰的 MCP 伺服器，讓助理依關鍵字搜尋並取得 3,323 條依評分標準分級、涵蓋六個軟體交付階段的 AI 提示詞。

可以做什麼
依關鍵字搜尋提示詞，可依交付階段或寫作等級篩選，回傳含 slug、標題、摘要、階段、類別與等級的排序結果（search_prompts）。依 slug 取得單一提示詞的全文與中繼資料，包括其適用的執行環境（get_prompt）。列出六個交付階段及每個階段已發布提示詞的數量（list_stages）。
適用情境
適合讓助理為軟體任務（如構思、設計、建置、測試、安全或發布）尋找現成提示詞，或把某條提示詞的完整文字取到對話中。
執行需求
位於 buildersprompt.com 的遠端 Streamable HTTP 端點；未宣告需要 API 金鑰、帳號、環境變數或標頭。用戶端需支援遠端 MCP 連線。
安裝前請注意
工具為唯讀，不要求寫入或憑證。等級只反映提示詞寫作品質，不代表模型實測結果，應僅作寫作參考。提示詞含需替換的填空欄位。依 CC BY 4.0 轉載提示詞需標示出處。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 The Builder's Prompt Library，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/io.github.ADahling%2Fbuilders-prompt-library/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": {
    "the-builder-s-prompt-library": {
      "type": "http",
      "url": "https://buildersprompt.com/mcp"
    }
  }
}

README

The Builder's Prompt Library, as data

3,323 rubric-graded AI prompts for every stage of shipping software, from idea to launch. This is the open data behind buildersprompt.com, exported from the live catalog so you can grep it, vendor it, load it into your own tools, or point an agent at it.

Built by Alicia Dahling and Peter Lowe. Free to read, copy and adapt under CC BY 4.0 (see LICENSE): keep the attribution, do what you like with the prompts.

What is in here

PathWhat it is
data/prompts.jsonEvery published prompt as one JSON array (title, summary, stage, category, difficulty, tags, variables, tips, prompt text, writing score and grade, hand-reviewed flag, canonical URL).
data/by-stage/*.jsonThe same rows split by delivery stage: idea, design, build, test, secure, ship.
data/index.tsvOne line per prompt: stage, category, grade, score, slug, title. Good for grep and awk.
prompts/<stage>/<slug>.mdOne Markdown file per prompt with YAML front matter, for editors, static-site generators and retrieval pipelines.

Fill-in fields look like {{project_name}}. Replace them before you paste.

How the grades work

Every prompt is scored 0 to 100 on a five-part writing rubric (clarity, specificity, format, variables, actionability) and stamped A+ (90+), A (80 to 89), B (70 to 79) or C (60 to 69). Anything below 60 is not published. The grade describes how well the prompt is written, not how well a model answered it. Prompts that were actually run in ChatGPT, Claude and Gemini, with the graded answers, are shown on their pages at buildersprompt.com under "Tested in real AI models". Twenty-two prompts were read line by line by a human and carry hand_reviewed: true.

Use it from an AI assistant instead

The library is also a public MCP server. Point Claude, Cursor, ChatGPT or any MCP client at https://buildersprompt.com/mcp (Streamable HTTP, JSON-RPC 2.0, no key) and you get three read tools: search_prompts, get_prompt and list_stages.

Freshness

This export is regenerated from the live database. Each prompt's updated_at is the last edit on the site. If you need a specific prompt's current text, its url is the source of truth.

Attribution

Please credit "The Builder's Prompt Library, buildersprompt.com" and link back when you republish prompts from this set. That is the whole license.

來源：README.md，提交 e9e31c7

工具

3

search_prompts

Search prompts

Search the Builder's Prompt Library (3,323 rubric-graded prompts for software delivery) by keyword. Optionally filter by delivery stage or prompt-writing grade. Returns ranked matches with slug, title, summary, stage, category, and grade. Grades and quality_score describe prompt writing, not tested model performance.

輸入參數gradelimitquery必填stage

get_prompt

Get prompt

Fetch the full text and metadata of a single published prompt by its slug, including where it runs (any chat app, chat app with your code pasted in, a tool with web access, or a coding agent).

輸入參數slug必填

list_stages

List stages

List the six delivery stages in the Builder's Prompt Library and how many published prompts each contains.

無需輸入參數。

版本歷史

1
  1. v1.0.0最新Oct 25, 2026

評分

已滿足適用檢查項的 90%

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
  • 授權條款10 分

    請在儲存庫或註冊中心條目中宣告授權條款。