Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Hong Kong horse racing: race cards, AI win chances, odds, results, form and stats.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://hkracing.live/mcpRun this in your terminal
claude mcp add --transport http hkracing https://hkracing.live/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"hkracing": {
"url": "https://hkracing.live/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"hkracing": {
"type": "http",
"url": "https://hkracing.live/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://hkracing.live/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified against the domain hkracing.live (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 37 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Signoff
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Five gates that make an agent's 'done' provable: run them, read the verdict, audit the record.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Hong Kong horse racing data for AI assistants. Ask Claude, ChatGPT, Grok, Cursor or any MCP client about Sha Tin and Happy Valley race cards, AI win probabilities, odds, results and dividends, horse form, jockey and trainer statistics, draw statistics and a public AI track record — in English or Chinese.
https://hkracing.live/mcp (Streamable HTTP, read-only, no sign-in, free)live.hkracing/mcpHKRacing.live compiles the Hong Kong Jockey Club's public data, adds statistics and the horse-strength AI model, and makes it usable by anyone — on the website, and directly inside your AI assistant.
Add a custom connector (remote MCP server) with the URL https://hkracing.live/mcp. No authentication is needed.
Or in claude_desktop_config.json (via mcp-remote):
{
"mcpServers": { "hkracing": { "command": "npx", "args": ["-y", "mcp-remote", "https://hkracing.live/mcp"] } } }
In developer mode, add a custom MCP connector with the server URL https://hkracing.live/mcp and no authentication.
Add a remote MCP connector with the URL https://hkracing.live/mcp (no authentication).
{ "mcpServers": { "hkracing": { "url": "https://hkracing.live/mcp" } } }
More examples in examples/.
| Tool | What it returns |
|---|---|
get_meeting | A race meeting: every race with post time, class, distance, course, status, AI top pick, and the first three once run. No date = next meeting. |
get_race | One race: full field with draw, jockey, trainer, weight, rating, win odds, AI win probability and rank; after the race, positions, margins and HKJC dividends. |
get_tips | AI top four for every race at a meeting, with how the AI top pick was settled. |
get_track_record | The public record of every AI top pick ($10 win + $10 place), sealed before the off, losses included, vs. backing the favourite. |
search | Find horses, jockeys and trainers by Chinese name, English name or brand number (e.g. H464). |
get_horse | Horse profile: trainer, rating, pedigree, career, last 10 runs and a written form summary. |
get_person | Jockey or trainer season statistics, strike rates, top partners and recent rides. |
get_standings | Jockey or trainer championship table, with the last 30 days. |
get_partnership | Jockey–trainer partnership record over the last two seasons. |
get_draw_stats | Win and place rates by draw for a venue, distance and rail (A, B+2, C+3, AWT…). |
Every tool takes an optional lang: en (default) or zh (Traditional Chinese). Every result ends with the matching page on hkracing.live — please cite it.
AI win probabilities come from the horse-strength model v1. They are generated about 70 minutes before each race and sealed at the off; the public record counts losses too.
# Happy Valley Race 3 2026-10-14 19:35 HKT
ELGIN HANDICAP · Class 4 · 1650m · Turf "A" Course · GOOD Status: result (AI predictions sealed at the off)
Race 3 at Happy Valley on 14 Oct 2026: Class 4, 1650m on the Turf "A" Course, 10 runners. No. 2 SHOOTING TO TOP won under Z Purton at 4. AI top pick No. 9 finished 4th: win −$10, place −$10 ($10 stakes).
| No | Horse | Draw | Jockey | Trainer | Wt | Rtg | Win odds | AI win % | AI rank | Pos | Margin |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | SHOOTING TO TOP | 2 | Z Purton | W K Mo | 134 | — | 3.9 | 15% | 2 | 1 | — |
| 10 | PRESTIGE RICKY | 1 | K Teetan | P F Yiu | 119 | — | 4.9 | 9% | 7 | 2 | N |
| 1 | EXCEED THE LIMIT | 8 | L Hewitson | C S Shum | 135 | — | 12.0 | 6% | 10 | 3 | N |
... Page: https://hkracing.live/results/2026-10-14/hv/3
HKRacing.live(AI 馬經)MCP:由 OddsFlow 出品,讓你喺 Claude、ChatGPT、Grok 等 AI 助手入面直接查香港賽馬數據——排位表、AI 勝率、賠率、賽果、派彩、馬匹往績、騎師/練馬師成績、騎練組合、檔位統計,同埋開跑前封存、輸贏照登嘅 AI 公開戰績。
https://hkracing.live/mcp(免費、只讀、毋須登入)lang: "zh" 用繁體中文回覆;支援中文馬名、英文馬名同烙號。Data comes from the Hong Kong Jockey Club's public information, compiled by OddsFlow; the Jockey Club's official figures always prevail. HKRacing.live provides information and analysis only — it takes no bets and is not betting advice. In Hong Kong, betting is legal only through the Hong Kong Jockey Club. Please bet responsibly.
Contact: support@hkracing.live
Documentation and examples in this repository: MIT. The hosted service and its data are provided by OddsFlow under the hkracing.live terms.