KellyIQ

com.kellyiq由 kellyiq.com 發布官方發布者v1.0.0更新於 Oct 30, 2026

Size an entire sports betting slate as one portfolio, using fractional Kelly and exposure limits.

已驗證Streamable HTTP可網頁執行金融資料與分析

概覽

AI 產生的概覽

託管的 KellyIQ MCP 伺服器，讓助理用分數凱利與曝險上限，把整張運動投注單當成一個投資組合來分配注額。

可以做什麼
  • 為整張投注單定注：送出資金與你已選好的投注及自己的機率看法，取得每一注的金額。
  • 去水與限額：先剔除賠率中的莊家抽水，再套用你的看法，並在單注與總曝險上限下統一分配注額。
  • 重現結果：回傳結果附有隨機種子，可得到完全相同的答案。
  • 說明結果：隨附的技能會引導助理一次收集投注單、在最佳化前確認，並解釋注額與風險。
適用情境
適合你已有自己的選注與機率，希望助理把它們轉成一致的組合層級注額，而不是逐注單獨計算。它不負責選注，也不預測比賽結果。
執行需求
透過 streamable HTTP 連線到 api.kellyiq.com 的遠端託管端點，不需在本機安裝套件。必須驗證：支援 OAuth 的用戶端（如 Claude）可登入授權，其他用戶端則在 Authorization 標頭以 Bearer 方式提供 KellyIQ API 金鑰。金鑰在 KellyIQ 應用程式的設定中建立，所有方案（含免費版）都有每日額度。
安裝前請注意
Authorization 標頭會攜帶金鑰，請勿寫進提交或分享的程式碼，情況允許時優先使用 OAuth 登入。請求會把你的資金與投注資訊送到第三方託管服務。結果僅為計算，不構成投注建議；服務只為你選定的投注定注，並受方案額度與速率限制約束，僅限法定地區成年人使用。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 KellyIQ，將其新增到工作區。
  2. 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。
  3. 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.kellyiq%2Fkellyiq/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。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "kellyiq": {
      "type": "http",
      "url": "https://api.kellyiq.com/mcp"
    }
  }
}

README

KellyIQ examples

Working examples for the KellyIQ API: size a whole sports betting slate as one portfolio from your own scripts, models, spreadsheets and AI assistants.

You send your bankroll and the bets you have chosen, with your view of each. KellyIQ removes the bookmaker's margin from each price, applies your view, and returns a dollar stake for every bet, sized across the slate together under per-bet and total-exposure limits.

Get a key

Create an API key in the KellyIQ app under Settings → API. Every plan includes API access, Free included, each with its own daily allowance. Then:

bash
export KELLYIQ_API_KEY="kiqa_..."

Recipes

Each recipe is a complete script in Python (requests) and JavaScript (Node 18+, no packages).

RecipeWhat it shows
first-optimizeSize a three-bet slate and read every part of the result
slate-from-csvKeep your slate in a spreadsheet: CSV in, CSV of stakes out (slate.csv)
reproducible-resultsGet exactly the same answer again with the returned seed
handling-limitsBack off and retry on rate limits and a busy server
bash
cd recipespython first-optimize.py        # or: node first-optimize.mjs

Each recipe has a walkthrough in the docs: Recipes.

Python package

pip install kellyiq (kellyiq-python): the same API with specific exceptions for each error and automatic retries when the server is busy.

ExampleWhat it shows
python/size-a-slate.ipynbA notebook: stakes, the probabilities behind them, and the risk at each Kelly fraction, as tables
python/slate_from_csv.pyCSV in, CSV of stakes out, with each error handled (slate.csv)
python/size_from_model.pyYour model's probabilities in, stakes merged back into the DataFrame (model_output.csv); needs pandas
python/nba_home_teams.pyA real NBA slate (DraftKings prices, Oct 30, 2026) sized with every home team at the same assumed Moderate Edge (nba_2026-10-30.csv); needs pandas

Guide: Python SDK.

Excel

spreadsheets/kellyiq-slate.xlsx: enter your bankroll and your bets, press Ctrl+Alt+F5, and get a stake for every bet with a summary of the slate. No macros, and your API key stays in a file on your computer, never in the workbook. Excel for Windows. Setup: spreadsheets/.

Benchmark

benchmarks/slate-sizing: three NBA slates sized by cap-then-scale, by the exact constrained optimum and by KellyIQ, scored by exact expected log growth. The slates, the scoring script and every stake are included so you can rerun it.

AI assistants (MCP)

KellyIQ runs a hosted MCP server at https://api.kellyiq.com/mcp, so your assistant can size a slate as one of its tools. Claude connects by signing in; coding tools use an API key, with ready-to-use configs in mcp/:

AssistantSetup
Claude (web, desktop, mobile)Settings, Connectors, Add custom connector, paste the URL, then Connect and sign in
Claude Codemcp/claude-code.md
Cursormcp/cursor.json
VS Code (GitHub Copilot)mcp/vscode.json
Gemini CLImcp/gemini-cli.md

Full guide: AI assistants (MCP).

Skills

skills/analyze-my-slate teaches the assistant to collect your slate in one message, confirm before using an optimize, and explain the stakes and the risk. Install steps for Claude and Claude Code: skills/.

Docs and support

Keep your key out of code you commit or share; every example here reads it from the environment.

KellyIQ sizes the bets you choose; it does not choose bets or predict outcomes. Results are calculations, not betting advice. 21+, where legal.

The examples are MIT licensed. The KellyIQ optimizer itself runs as a hosted service.

來源：README.md，提交 27fb178

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v1.0.0最新Oct 30, 2026

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