HK Racing AI

What HK Racing AI MCP server does

The HK Racing AI MCP server exposes Hong Kong horse-racing information for Sha Tin and Happy Valley through MCP. Its data is compiled from public Hong Kong Jockey Club information and supplemented with statistics and a horse-strength model. The service is read-only and can answer questions about upcoming meetings, individual runners, historical form, race outcomes, and participants.

Meeting queries include post times, classes, distances, courses, race status, the model's leading selection, and—once available—the first three finishers. Individual race queries provide the full field, including draw, jockey, trainer, weight, rating, latest win odds, model probability, and model rank. Completed races also include finishing positions, margins, and HKJC dividends.

How it works

The HK Racing AI MCP server is available at https://hkracing.live/mcp as a Streamable HTTP service. Requests can specify English or Traditional Chinese output with the lang option. Searches accept Chinese names, English names, or horse brand numbers and return identifiers that can be used in later horse or person queries.

The horse-strength model produces win probabilities from pre-race information approximately 70 minutes before a race. Predictions are sealed when the race starts and are not revised afterward. The public record tracks each model top pick with hypothetical $10 win and $10 place stakes at HKJC dividends, including losing selections, and compares that record with the meeting favourite.

Setup and configuration

Connect a compatible MCP client to the hosted endpoint; the service does not require authentication. Claude can use a custom remote connector or mcp-remote in its desktop configuration. Cursor and VS Code can use an MCP configuration containing the server URL. ChatGPT and Grok are also named as clients that can add the endpoint as a custom or remote MCP connector.

No environment variables or local service process are required for the hosted connection. Each result includes a corresponding page on hkracing.live for citation.

Tools and capabilities

The HK Racing AI MCP server provides these read-only tools:

• get_meeting for a full meeting, with the next meeting used when no date is supplied.
• get_race for runner-level details and post-race settlement data.
• get_tips for the model's top four runners in each meeting race.
• get_track_record for the sealed top-pick record and favourite comparison.
• search, get_horse, and get_person for finding and examining racing participants.
• get_standings for the current jockey or trainer championship table.
• get_partnership for two-season jockey-trainer results.
• get_draw_stats for win and place rates by venue, distance, and rail position.

Limitations and notes

The HK Racing AI MCP server supplies information and analysis, not betting services or betting advice. The official Hong Kong Jockey Club figures take precedence over the compiled data. The published track-record sample is described as small, and model probabilities are estimates rather than guarantees. The service does not take bets; users should follow applicable Hong Kong rules and bet responsibly.