Agent Pricing Index

io.github.IgnatiusTheYoungerAI由 GitHub 帳號 IgnatiusTheYoungerAI 發布v2.5.0更新於 Nov 1, 2026

Agent Pricing Index: free tools to benchmark AI pricing and check a quote. FDE lessons, per query.

已驗證Streamable HTTP可網頁執行金融開發者工具商業與電商

概覽

AI 產生的概覽

遠端伺服器,用來依廠商報價索引比較 AI 產品定價、核對報價,並購買付費的前線交付工程規則與清單。

可以做什麼
  • 瀏覽與讀取 Agent Pricing Index:分類基準、附廠商原文引用與讀取日期的公開資料列,以及依日期記錄的價格更正
  • 把已取得或打算提出的價格與廠商標價及同類產品比對,並提交產品價格進入私有基準
  • 讀取前線交付工程內容:免費目錄、兩條免費基礎規則,以及付費的完整規則集、操作手冊與出貨前檢查清單
  • 訂購人工審閱的定價拆解,並取得營運方的結帳連結
  • 計算 Judgment Multiple,比較年化風險曝險與守護它的人工控制成本
適用情境
適合需要可追溯證據的 AI 定價比較、在談判前核對報價,或希望讓助理在部署時提供工程規則與清單的情境。定價索引大多免費,工程內容多為按次付費。
執行需求
遠端 streamable HTTP 端點;未宣告任何套件、帳號、API 金鑰或標頭。付費工具需透過 Stripe 卡片的機器付款(MPP),未付款時會回傳付款挑戰與重試網址。需要能連線該服務商的 API。
安裝前請注意
多個工具按次收費,且可由代理在無人確認下付款,建議設定消費上限。pricing_submit 與 pricing_quote_check 會把提交的價格或報價加入私有基準,某分類滿五筆後僅公布中位數。order_teardown 會導向外部結帳連結。WARN 裁員資訊來源工具已停用,僅回傳一個指引。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Agent Pricing Index,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.IgnatiusTheYoungerAI%2Ffde-lessons-warn-feed/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": {
    "agent-pricing-index": {
      "type": "http",
      "url": "https://api.ignatiustheyoungerai.com/mcp"
    }
  }
}

工具

12

fde_catalogue

FREE. List every Forward Deployed Engineering rule, playbook, and checklist phase available from this server — id, title, phase, and tags, with the paid body withheld. Call this first to see what is on offer before paying for anything.

無需輸入參數。

fde_lessons_preview

FREE. Return the foundational Forward Deployed Engineering rules in full, no payment required. Each rule carries the real incident behind it and an implementable agent-behavior constraint.

輸入參數topic

fde_lessons_full

PAID. Return the full Forward Deployed Engineering ruleset, or the subset matching a topic. Requires a machine payment (MPP over Stripe). If unpaid, returns the exact payment challenge and the URL to retry against.

輸入參數topic

fde_playbook

PAID. Return situational runbooks with ordered, checkable steps — DNS migration and static-site change. Use before executing that class of operation, not after it fails.

輸入參數topic

fde_preship_checklist

PAID. Return the pre-ship checklist: every gate to clear before shipping, each with the concrete failure it prevents. Designed to be called before every deploy.

輸入參數phase

pricing_changes

PAID. Return only the dated Agent Pricing Index corrections at or after a given date — what changed, not the full dataset. Each correction is from a re-read of the vendor's own page. Cheaper than fde equivalent full-dataset calls when you only need to know what moved.

輸入參數since

pricing_benchmark

FREE. What AI products and agents in one category actually charge: published-price counts, contact-sales share and median entry price from the Agent Pricing Index (every row read off the vendor's own page with a verbatim quote and read date), plus the private-submission benchmark where it has five or more data points.

輸入參數category必填

pricing_submit

FREE, give-to-get. Add one AI product's price (list or a real quote) to the Agent Pricing Index private benchmark. Returns the category benchmark it unlocks. Individual submissions are never published; medians only at five or more per category.

輸入參數noteproductcategory必填usage_unitpricing_model必填unit_price_usdentry_usd_monthtypical_discount_pct

pricing_quote_check

FREE, give-to-get. Check a price you were quoted (or plan to quote) for an AI product against the vendor's own published list price and the category. Returns discount off list, position in the category and data freshness. The quote is added to the private benchmark (never published individually), which is the price of the answer.

輸入參數seatsproductcategory必填term_monthspricing_model必填list_usd_monthquoted_usd_month必填share_to_benchmark必填

pricing_rows

FREE. Return the published Agent Pricing Index rows for one category or product, each with the vendor's pricing URL, verbatim evidence quote and read date. Full dataset is CC BY 4.0, attribute to ignatiustheyoungerai.com/pricing-index.

輸入參數productcategory

order_teardown

Order a human-reviewed pricing teardown of one AI product from IgnatiusTheYoungerAI (enterprise-scale pricing operator). Returns the tiers and checkout links for the agent's operator. Use when a quote or price page needs a verdict, not a lookup.

輸入參數product_url

judgment_multiple

FREE. The Judgment Multiple: annualized exposure divided by the annualized cost of the human control that guards it. Tells you whether a human reviewer on an AI workflow is cheap insurance or overhead.

輸入參數annual_exposure_usd必填annual_control_cost_usd必填

版本歷史

3
  1. v2.5.0最新Nov 1, 2026
  2. v2.2.0Sep 19, 2026
  3. v2.1.4Sep 16, 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。