Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Australian sports odds from SockOdds API v1: bookmaker prices, best price and no-vig fair odds.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
SOCKODDS_API_KEY, SOCKODDS_DEMO, SOCKODDS_TIMEZONE비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"sockodds": {
"command": "npx",
"args": [
"-y",
"sockodds-mcp"
],
"env": {
"SOCKODDS_API_KEY": "your-value",
"SOCKODDS_DEMO": "your-value",
"SOCKODDS_TIMEZONE": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add sockodds --env SOCKODDS_API_KEY=your-value --env SOCKODDS_DEMO=your-value --env SOCKODDS_TIMEZONE=your-value -- npx -y sockodds-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"sockodds": {
"command": "npx",
"args": [
"-y",
"sockodds-mcp"
],
"env": {
"SOCKODDS_API_KEY": "your-value",
"SOCKODDS_DEMO": "your-value",
"SOCKODDS_TIMEZONE": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"sockodds": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sockodds-mcp"
],
"env": {
"SOCKODDS_API_KEY": "your-value",
"SOCKODDS_DEMO": "your-value",
"SOCKODDS_TIMEZONE": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
SOCKODDS_DEMO envSOCKODDS_TIMEZONE env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 jameselle 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: SOCKODDS_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.1.0)은 24일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Aiterm MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Ask Claude "what are the odds on X right now" and get Australian bookmakers' prices, the best price and the no-vig fair price, from the SockOdds sports odds API (v1). The free key covers 3 bookmakers and 6 leagues; paid plans add more (pricing).
Version 1.0 speaks SockOdds API v1. Versions 0.x called the older v2 API, which SockOdds is retiring: once it is switched off, 0.x stops working. Update to 1.0: restart your MCP client so
npx -y sockodds-mcpfetches it, and if the server still starts as 0.x, point it atsockodds-mcp@latestonce. Your key carries over. See Upgrading from 0.x.
A free, open-source MCP server plus a Claude Code skill, built for the "$1M in 365 Days" series. MIT licence.
This transcript uses demo mode (SOCKODDS_DEMO=1), so the prices are invented samples, not real odds.
You: What are the odds on Lions v Crows?
Claude calls
find_eventwith{ "query": "Lions v Crows", "league_id": "afl" }:
`text
1. Brisbane Lions v Adelaide Crows (AFL)
Starts: Sat, 12 Sept 2026, 7:35 pm AEST (09:35 UTC)
Event ID: ev_kqe6aepys23z
`
You: Is 1.95 on the Lions a fair price?
Claude calls
fair_oddswith{ "event_id": "ev_kqe6aepys23z", "market": "h2h" }:
`text
No-vig fair odds: Head to head, from 3 bookmakers
Brisbane Lions: fair 2.03 (49.3% chance)
Adelaide Crows: fair 1.97 (50.7% chance)
Per bookmaker (margin, then its own no-vig prices):
Sportsbet: margin 5.3%, 2.03 / 1.97, seen 11 Sept 06:00:12 UTC
TAB: margin 5.0%, 2.01 / 1.99, seen 11 Sept 06:01:40 UTC
Unibet: margin 5.3%, 2.05 / 1.95, seen 11 Sept 05:59:03 UTC
`
Claude: The best Lions price is 1.95 at Unibet (read 05:59 UTC). With the bookmakers' margins taken out, the Lions come out at about 2.03, so 1.95 is a little shorter than the fair price. Odds change, so check the price at the bookmaker. 18+. Nothing here is a tip. Gamble responsibly: Gambling Help Online 1800 858 858.
| Tool | What it does |
|---|---|
list_leagues | Leagues SockOdds carries, with the league keys (afl, nrl, rlwc ...) the other tools take |
find_event | Turns "Broncos v Bulldogs" or "AFL grand final" into events with start times and event IDs (ev_...) |
get_odds | Each bookmaker's decimal prices for head to head, line and total, each with the time SockOdds saw it |
best_price | Best price for one side of one market, plus the field; prices at other lines are left out |
fair_odds | No-vig fair price for a two- or three-way market (see the method below); also works by hand with no API call |
fair_odds worksFor each bookmaker that prices every outcome at the same line, each price becomes an implied chance (1 / price). Those chances add up to more than 100%; the extra is the bookmaker's margin. Dividing each chance by the total removes the margin (the proportional method). The tool then averages each bookmaker's margin-free chances and turns them back into prices (1 / chance). It also shows each bookmaker's margin and the combined margin of the best prices.
The free plan's books are retail bookmakers, so this is an estimate of the chance, not a prediction. SockOdds API v1 publishes each bookmaker's price exactly as shown, margin included, so the fair price is always worked out here from those prices.
SockOdds API v1 has recorded price history (/v1/odds/history), but history is on the Pro plan and other plans get HTTP 403. The free key cannot read it, so this server does not include a line movement tool.
Get a free SockOdds key. No card needed. Sign-up asks for an Australian or international mobile number and sends a one-time SMS code to confirm it. The key is shown once, so copy it somewhere safe. To try the tools before signing up, set SOCKODDS_DEMO=1: every tool works on invented sample data, no key needed.
The free Developer plan, as stated on the pricing page and in plans and limits:
To stay inside that, this server caches every response for 60 seconds, never retries a failed request, and after a rate limit error (HTTP 429) refuses further calls until SockOdds' Retry-After time has passed. find_event reads events without prices (one object each) and asks for one league and a date window where it can. get_odds, best_price and fair_odds ask only for the markets they show, and every live answer says how many objects it used.
You need Node.js 20 or newer. The server is on npm as sockodds-mcp, so there is nothing to build.
claude mcp add sockodds --env SOCKODDS_API_KEY=your-key -- npx -y sockodds-mcp
No key yet? Try it on invented sample data first:
claude mcp add sockodds --env SOCKODDS_DEMO=1 -- npx -y sockodds-mcp
To add the skill, which tells Claude when to use the tools and how to quote prices:
mkdir -p ~/.claude/skills/sockodds-odds
curl -fsSL https://raw.githubusercontent.com/jameselle/sockodds-mcp/main/skill/SKILL.md -o ~/.claude/skills/sockodds-odds/SKILL.md
Add this to claude_desktop_config.json (Settings, Developer, Edit Config), then restart Claude Desktop:
{
"mcpServers": { "sockodds": { "command": "npx", "args": ["-y", "sockodds-mcp"], "env": { "SOCKODDS_API_KEY": "your-key" } } } }
For demo mode, swap the env block for "SOCKODDS_DEMO": "1".
Any client that runs a local (stdio) server: command npx, arguments -y sockodds-mcp, environment SOCKODDS_API_KEY. It is also listed in the official MCP Registry as io.github.jameselle/sockodds-mcp.
git clone https://github.com/jameselle/sockodds-mcp.git
cd sockodds-mcp npm install npm run build claude mcp add sockodds --env SOCKODDS_API_KEY=your-key -- node "$(pwd)/dist/src/index.js"
| Variable | Default | Meaning |
|---|---|---|
SOCKODDS_API_KEY | none | Your SockOdds key. Sent only as an Authorization: Bearer header, never in a URL. Without it the odds tools explain how to get one. |
SOCKODDS_DEMO | off | Set to 1 to try the tools with invented sample data and no key. Ignored when a key is set. |
SOCKODDS_TIMEZONE | Australia/Sydney | Time zone for start times (UTC is always shown too) |
SOCKODDS_BASE_URL | https://api.sockodds.com/v1 | API base URL. Leave it unset. An old setting pointing at /v2 will fail once v2 is retired: remove it. |
npm install
npm test
Tests use Node's built-in test runner with a fake fetch. They cover the fair odds maths, best price selection, parsing of the example responses from the SockOdds v1 docs, the v1 paths and query names, every error status, and the MCP tools end to end. No test calls the live API.
docs/API-NOTES.md lists every endpoint and field this server relies on, with links to the SockOdds docs. fixtures/docs/ holds example responses copied from those docs; fixtures/demo/ holds invented data in the same shape for demo mode.
SockOdds now groups odds by market by default: each market and outcome once, with every bookmaker's price under it. 1.1.0 reads that shape as well as the older one, so the answers are the same as in 1.0.0. The first odds answer reads the bookmaker list once for display names, and its usage line counts those objects.
Version 1.0.0 moves from the retired v2 API to SockOdds API v1. What changes for you:
Authorization: Bearer instead of x-api-key.ev_000ckk0nc1tg. IDs from 0.x (such as afl_2026-09-12_...) are not translated, so run find_event again.afl, nrl, rlwc, australian_football. find_event and list_leagues still accept plain names such as "AFL" or "Rugby League World Cup".betfair_exchange.oc_... ID that get_odds shows with all_markets) in place of odd_id.get_odds or best_price next.fair_odds works out the no-vig price from them, as before.The tool names (list_leagues, find_event, get_odds, best_price, fair_odds) and the settings are unchanged.
package.json (version, mcpName) and server.json (version, packages[0].version) must carry the same version. To release:
npm test
npm publish mcp-publisher login github mcp-publisher publish
server.json lists this server in the official MCP Registry as io.github.jameselle/sockodds-mcp, and the registry checks that the npm package's mcpName matches. glama.json names the maintainers of the Glama listing.
18+. Odds change all the time and nothing this tool shows is a tip or advice. If gambling is causing you or someone close to you harm, call Gambling Help Online on 1800 858 858 or visit gamblinghelponline.org.au. You can exclude yourself from Australian online bookmakers at BetStop.
MIT. See LICENSE.