KellyIQ

com.kellyiq由 kellyiq.com 发布官方发布者v1.0.0更新于 Oct 30, 2026

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

已验证Streamable HTTP可网页运行金融数据与分析

概览

AI 生成的概览

托管的 KellyIQ MCP 服务器，让助手用分数凯利和敞口上限把整张体育投注单当作一个组合来分配注额。

可以做什么
  • 为整张投注单定注：提交资金和已选好的投注及你自己的概率判断，得到每注的金额。
  • 去水与限额：先剔除赔率中的庄家抽水，再套用你的判断，并在单注与总敞口上限下统一分配注额。
  • 复现结果：返回结果带有随机种子，可得到完全相同的答案。
  • 解释结果：随附的技能会引导助手一次性收集投注单、在优化前确认，并说明注额与风险。
适用场景
适合你已有自己的选注和概率，希望助手把它们转成一致的组合层面注额，而不是逐注单独计算。它不负责选注，也不预测比赛结果。
运行要求
通过 streamable HTTP 连接 api.kellyiq.com 的远程托管端点，无需本地安装包。必须认证：支持 OAuth 的客户端（如 Claude）可登录授权，其他客户端在 Authorization 头中以 Bearer 方式提供 KellyIQ API 密钥。密钥在 KellyIQ 应用的设置中创建，所有套餐（含免费版）都有每日额度。
安装前请注意
Authorization 头携带密钥，请勿写入提交或分享的代码，条件允许时优先使用 OAuth 登录。请求会把你的资金和投注信息发送给第三方托管服务。结果只是计算，不构成投注建议；服务只为你选定的投注定注，并受套餐额度与速率限制约束，仅限法定地区成年人使用。

安装

在 SourceWeft 中

  1. 打开 控制台中的 KellyIQ，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/com.kellyiq%2Fkellyiq/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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.

来源：README.md，提交 27fb178

工具

0
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版本历史

1
  1. v1.0.0最新Oct 30, 2026

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