# HK Racing AI (remote · hkracing.live)

Hong Kong horse racing: race cards, AI win chances, odds, results, form and stats.

- Trust score: 86/100 (high trust)
- Change this week: 0
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-07

## Components

- remote · `hkracing.live`: 86/100 (this document), [markdown](https://verifymcp.io/servers/live-hkracing-mcp/hkracing.md), [page](https://verifymcp.io/servers/live-hkracing-mcp/hkracing)

## Channel facts

- Endpoint: `https://hkracing.live/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-07.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Nothing on it is marked destructive, but we can't show that an anonymous caller can only read: full credit needs the server to list at least one tool and every tool to be verifiably read-only. We use a best-effort check of tool names and descriptions to tell read-only tools from tools that change things, so some genuinely read-only tools may not get full credit. Names that start with a read verb (get, list, read, search and similar) and accurate readOnlyHint annotations help. Meet that to earn full credit, or require authorisation.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 72/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1284 tokens (~128/item across 10 items; 10 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 100/100
  - No destabilizing schema changes in the last 30 days.
- **Tool Coverage**: 92/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 75% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 11 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the HK Racing AI MCP server?

HK Racing AI is a hosted endpoint at https://hkracing.live/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http live-hkracing-mcp 'https://hkracing.live/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "live-hkracing-mcp": {
      "url": "https://hkracing.live/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "live-hkracing-mcp": {
      "type": "http",
      "url": "https://hkracing.live/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.live-hkracing-mcp]
url = "https://hkracing.live/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "live-hkracing-mcp": {
      "type": "remote",
      "url": "https://hkracing.live/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add live-hkracing-mcp --url 'https://hkracing.live/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  live-hkracing-mcp:
    url: "https://hkracing.live/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "live-hkracing-mcp": {
      "Transport": "http",
      "Url": "https://hkracing.live/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add live-hkracing-mcp -t streamable-http -u 'https://hkracing.live/mcp'
```

### Other

```json
{
  "mcpServers": {
    "live-hkracing-mcp": {
      "type": "http",
      "url": "https://hkracing.live/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-06 (score 86, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-10-31 (score 86, 0)

- [security] Stability: 0.97 → pass

### 2026-10-30 (score 86, +1)

No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-27 (score 85, +1)

No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-25 (score 84, +1)

No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-23 (score 83, +1)

No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-21 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-19 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (10)

### `get_meeting` (~157 tokens)

Race meeting overview

Hong Kong horse racing meeting at Sha Tin or Happy Valley: every race with post time, class, distance, course, status, the AI top pick and, after the race, the first three. Without a date it returns the next upcoming meeting (or the latest one if none is scheduled).

Input parameters:

- `date` (string): Meeting date, YYYY-MM-DD (Hong Kong time)
- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `venue` (string): Sha Tin or Happy Valley: 'sha-tin' / 'ST' / '沙田' or 'happy-valley' / 'HV' / '跑馬地'

### `get_race` (~160 tokens)

Race card and result

One Hong Kong race: full field with draw, jockey, trainer, weight, rating, latest win odds, the AI model's win probability and rank for every runner; after the race also finishing positions, margins and HKJC dividends.

Input parameters:

- `date` (string, required): Meeting date, YYYY-MM-DD (Hong Kong time)
- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `race_no` (integer, required): Race number, 1–14
- `venue` (string, required): Sha Tin or Happy Valley: 'sha-tin' / 'ST' / '沙田' or 'happy-valley' / 'HV' / '跑馬地'

### `get_tips` (~141 tokens)

AI tips for a meeting

AI top four for every race at a Hong Kong meeting, ranked by the model's win probability, with how the AI top pick was settled once the race is run. Without a date: the next upcoming meeting.

Input parameters:

- `date` (string): Meeting date, YYYY-MM-DD (Hong Kong time)
- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `venue` (string): Sha Tin or Happy Valley: 'sha-tin' / 'ST' / '沙田' or 'happy-valley' / 'HV' / '跑馬地'

### `get_track_record` (~79 tokens)

AI public track record

The public, pre-race-sealed record of every AI top pick ($10 win + $10 place at HKJC dividends), compared with backing the favourite in the same races. Losses included.

Input parameters:

- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.

### `search` (~82 tokens)

Find a horse, jockey or trainer

Search Hong Kong racehorses, jockeys and trainers by Chinese name, English name or brand number (e.g. H464). Returns ids usable with get_horse / get_person.

Input parameters:

- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `query` (string, required)

### `get_horse` (~126 tokens)

Horse profile and form

A Hong Kong racehorse: trainer, rating, age, pedigree, career record, the last 10 runs (class, distance, draw, jockey, finishing position, odds, AI rank) and a written form summary. Accepts a Chinese or English name, brand number or id.

Input parameters:

- `horse` (string, required): Horse name (中文 or English), brand number like H464, or id like h464-robot-knight
- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.

### `get_person` (~106 tokens)

Jockey or trainer statistics

Season statistics for a Hong Kong jockey or trainer: rides, wins/seconds/thirds, rank, win rate, most frequent partners and recent rides. Accepts a Chinese or English name or id.

Input parameters:

- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `name` (string, required): Name (中文 or English) or id like z-purton
- `role` (string, required)

### `get_standings` (~88 tokens)

Jockey or trainer standings

This season's Hong Kong jockey or trainer championship table: rank, rides, 1st/2nd/3rd, win rate and the last 30 days.

Input parameters:

- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `role` (string, required)
- `top` (integer)

### `get_partnership` (~80 tokens)

Jockey–trainer partnership

How a Hong Kong jockey and trainer have done together over the last two seasons: rides, wins, placings and recent rides together.

Input parameters:

- `jockey` (string, required)
- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `trainer` (string, required)

### `get_draw_stats` (~160 tokens)

Draw (barrier) statistics

Win and place rates by draw for a Hong Kong course: venue, distance and rail position (A, A+3, B, B+2, C, C+3, or AWT for Sha Tin all-weather).

Input parameters:

- `course` (string, required): Rail/course, e.g. A, B+2, C+3, AWT
- `distance_m` (integer, required)
- `lang` (string): Output language: en (English) or zh (Traditional Chinese). Horse and people names are given in both where available.
- `venue` (string, required): Sha Tin or Happy Valley: 'sha-tin' / 'ST' / '沙田' or 'happy-valley' / 'HV' / '跑馬地'

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/live-hkracing-mcp/hkracing#diagnostics

## Score history

- 2026-11-07: 86
- 2026-11-06: 86
- 2026-11-05: 86
- 2026-11-04: 86
- 2026-11-03: 86
- 2026-11-02: 86
- 2026-11-01: 86
- 2026-10-31: 86
- 2026-10-30: 86
- 2026-10-29: 85
- 2026-10-28: 85
- 2026-10-27: 85
- 2026-10-26: 84
- 2026-10-25: 84
- 2026-10-24: 83
- 2026-10-23: 83
- 2026-10-22: 82
- 2026-10-21: 82
- 2026-10-20: 81
- 2026-10-19: 81
- 2026-10-18: 80
- 2026-10-17: 80
- 2026-10-16: 79
- 2026-10-15: 79
- 2026-10-14: 79
- 2026-10-13: 78
- 2026-10-12: 78
- 2026-10-10: 77
- 2026-10-08: 76
- 2026-10-05: 75

## Common questions

### What is the HK Racing AI MCP server?

HK Racing AI is an MCP server listed in the public MCP registry as live.hkracing/mcp. Hong Kong horse racing: race cards, AI win chances, odds, results, form and stats. This page covers its hosted endpoint (https://hkracing.live/mcp).

### Is the HK Racing AI MCP server safe to use?

HK Racing AI scores 86 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the HK Racing AI MCP server expose?

HK Racing AI exposes 10 tools: get_meeting, get_race, get_tips, get_track_record, search, and 5 more. Their descriptions and schemas cost roughly 1,179 tokens of context every time the server is loaded.

### Does the HK Racing AI MCP server require authentication?

No. We connected to HK Racing AI without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the HK Racing AI MCP server still maintained?

HK Racing AI is still listed as active in the MCP registry. We last reached this channel on 7 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What did VerifyMCP test on the HK Racing AI MCP server?

VerifyMCP ran 13 checks on HK Racing AI, covering TLS certificate, Authorization, HTTPS, HSTS header and 9 more. Supply Chain Security and Provenance & Transparency do not apply to a hosted endpoint, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.

## Links

- Remote endpoint: https://hkracing.live/mcp
- Repository: https://github.com/oddsflowai-team/hkracing-mcp
- Website: https://hkracing.live/
- Changelog RSS feed: https://verifymcp.io/servers/live-hkracing-mcp/hkracing.xml
- Changelog JSON feed: https://verifymcp.io/servers/live-hkracing-mcp/hkracing/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/live-hkracing-mcp/hkracing.json
- HTML version of this page: https://verifymcp.io/servers/live-hkracing-mcp/hkracing