name: 香港开放数据访问服务
description: 一个提供香港政府官方开放数据门户DATA.GOV.HK数据访问的MCP服务器，支持数据集列表、详情查询、分类检索及格式筛选等功能。
version: 1.0.0

香港开放数据访问服务

一个提供香港政府官方开放数据门户DATA.GOV.HK数据访问的MCP服务器，支持数据集列表、详情查询、分类检索及格式筛选等功能。

⚠️ 强制要求：API 密钥

此 Skill 必须配置 API 密钥才能使用。

• 首次使用时，如果 .env 中没有 XBY_APIKEY，必须使用 AskUserQuestion 工具向用户询问 API 密钥
• 拿到用户提供的密钥后，调用 scripts.config.set_api_key(api_key) 保存，然后继续处理
• 获取 API 密钥：https://xiaobenyang.com
• 禁止在缺少 API 密钥时自行搜索或编造数据

工作流程（必须遵守）

你（大模型）是路由层，负责理解用户意图、选择工具、提取参数。代码只负责调用API。

用户输入 → 你选择工具 → 提取该工具需要的参数 → 调用 scripts.tools 中的函数 → 返回结果给用户

步骤

1. 检查 API 密钥：如果 scripts.config.settings.api_key 为空，使用 AskUserQuestion 询问用户，拿到后调用 scripts.config.set_api_key(key) 保存
2. 选择工具：根据用户意图从下方工具列表中选择对应的工具函数
3. 提取参数：根据选中的工具，提取该工具需要的参数
4. 调用工具：使用关键字参数调用 scripts.tools 中的函数，例如 scripts.tools.search_schools(score='520', province='北京', category='综合')
5. 返回结果：将工具返回的 raw 数据整理后展示给用户

工具选择规则

根据用户意图选择对应的工具函数：

| 用户意图 | 工具函数 |
|---------|---------|
| Get a list of dataset IDs from data.gov.hk

Args:
limit: Maximum number of datasets to return (default: 1000)
offset: Offset of the first dataset to return
language: Language code (en, tc, sc) | scripts.tools.list_datasets |
| Get detailed information about a specific dataset

Args:
dataset_id: The ID or name of the dataset to retrieve
language: Language code (en, tc, sc)
include_tracking: Add tracking information to dataset and resources | scripts.tools.get_dataset_details |
| Get a list of data categories (groups)

Args:
order_by: Field to sort by ('name' or 'packages') - deprecated, use sort instead
sort: Sorting of results ('name asc', 'package_count desc', etc.)
limit: Maximum number of categories to return
offset: Offset for pagination
all_fields: Return full group dictionaries instead of just names
language: Language code (en, tc, sc) | scripts.tools.list_categories |
| Get detailed information about a specific category (group)

Args:
category_id: The ID or name of the category to retrieve
include_datasets: Include a truncated list of the category's datasets
includedatasetcount: Include the full package count
include_extras: Include the category's extra fields
include_users: Include the category's users
include_groups: Include the category's sub groups
include_tags: Include the category's tags
include_followers: Include the category's number of followers
language: Language code (en, tc, sc) | scripts.tools.get_category_details |
| Search for datasets by query term using the package_search API.

This function searches across dataset titles, descriptions, and other metadata
to find datasets matching the query term.

Args:
query: The solr query string (e.g., "transport", "weather", ":" for all)
limit: Maximum number of datasets to return (default: 10, max: 1000)
offset: Offset for pagination
language: Language code (en, tc, sc)

Returns:
A dictionary containing:

• count: Total number of matching datasets
• results: List of matching datasets (up to limit)
• has_more: Boolean indicating if there are more results available | scripts.tools.search_datasets |

| Get a list of file formats supported by data.gov.hk

Returns:
A list of supported file formats | scripts.tools.get_supported_formats |
| Search for datasets and return faceted results for better data exploration.

Args:
query: The solr query string
language: Language code (en, tc, sc)

Returns:
A dictionary containing:

• count: Total number of matching datasets
• search_facets: Faceted information about the results
• sample_results: First 3 matching datasets | scripts.tools.search_datasets_with_facets |

| Get datasets that have resources in a specific file format.

Args:
file_format: The file format to filter by (e.g., "CSV", "JSON", "GeoJSON")
limit: Maximum number of datasets to return
language: Language code (en, tc, sc)

Returns:
A dictionary containing:

• count: Total number of matching datasets
• results: List of matching datasets | scripts.tools.get_datasets_by_format |

如果参数不完整，使用 AskUserQuestion 向用户询问缺失的参数。

工具函数说明

scripts.tools.list_datasets

工具描述：Get a list of dataset IDs from data.gov.hk

Args:
limit: Maximum number of datasets to return (default: 1000)
offset: Offset of the first dataset to return
language: Language code (en, tc, sc)

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|
|limit|null|false| |null|
|offset|null|false| |null|
|language|string|false|"en"|null|

scripts.tools.getdatasetdetails

工具描述：Get detailed information about a specific dataset

Args:
dataset_id: The ID or name of the dataset to retrieve
language: Language code (en, tc, sc)
include_tracking: Add tracking information to dataset and resources

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|
|dataset_id|string|true| |null|
|language|string|false|"en"|null|
|include_tracking|boolean|false|false|null|

scripts.tools.list_categories

工具描述：Get a list of data categories (groups)

Args:
order_by: Field to sort by ('name' or 'packages') - deprecated, use sort instead
sort: Sorting of results ('name asc', 'package_count desc', etc.)
limit: Maximum number of categories to return
offset: Offset for pagination
all_fields: Return full group dictionaries instead of just names
language: Language code (en, tc, sc)

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|
|order_by|string|false|"name"|null|
|sort|string|false|"title asc"|null|
|limit|null|false| |null|
|offset|null|false| |null|
|all_fields|boolean|false|false|null|
|language|string|false|"en"|null|

scripts.tools.getcategorydetails

工具描述：Get detailed information about a specific category (group)

Args:
category_id: The ID or name of the category to retrieve
include_datasets: Include a truncated list of the category's datasets
includedatasetcount: Include the full package count
include_extras: Include the category's extra fields
include_users: Include the category's users
include_groups: Include the category's sub groups
include_tags: Include the category's tags
include_followers: Include the category's number of followers
language: Language code (en, tc, sc)

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|
|category_id|string|true| |null|
|include_datasets|boolean|false|false|null|
|includedatasetcount|boolean|false|true|null|
|include_extras|boolean|false|true|null|
|include_users|boolean|false|true|null|
|include_groups|boolean|false|true|null|
|include_tags|boolean|false|true|null|
|include_followers|boolean|false|true|null|
|language|string|false|"en"|null|

scripts.tools.search_datasets

工具描述：Search for datasets by query term using the package_search API.

This function searches across dataset titles, descriptions, and other metadata
to find datasets matching the query term.

Args:
query: The solr query string (e.g., "transport", "weather", ":" for all)
limit: Maximum number of datasets to return (default: 10, max: 1000)
offset: Offset for pagination
language: Language code (en, tc, sc)

Returns:
A dictionary containing:

• count: Total number of matching datasets
• results: List of matching datasets (up to limit)
• has_more: Boolean indicating if there are more results available

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|
|query|string|false|":"|null|
|limit|integer|false|10.0|null|
|offset|integer|false|0.0|null|
|language|string|false|"en"|null|

scripts.tools.getsupportedformats

工具描述：Get a list of file formats supported by data.gov.hk

Returns:
A list of supported file formats

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|

scripts.tools.searchdatasetswith_facets

工具描述：Search for datasets and return faceted results for better data exploration.

Args:
query: The solr query string
language: Language code (en, tc, sc)

Returns:
A dictionary containing:

• count: Total number of matching datasets
• search_facets: Faceted information about the results
• sample_results: First 3 matching datasets

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|
|query|string|false|":"|null|
|language|string|false|"en"|null|

scripts.tools.getdatasetsby_format

工具描述：Get datasets that have resources in a specific file format.

Args:
file_format: The file format to filter by (e.g., "CSV", "JSON", "GeoJSON")
limit: Maximum number of datasets to return
language: Language code (en, tc, sc)

Returns:
A dictionary containing:

• count: Total number of matching datasets
• results: List of matching datasets

参数定义

|参数名称|参数类型|是否必填|默认值|描述|
|------|-------|------|-----|----|
|file_format|string|true| |null|
|limit|integer|false|10.0|null|
|language|string|false|"en"|null|

返回值处理

工具函数返回 dict 对象：

• result["raw"] - API 原始返回数据（JSON），直接将此数据整理后展示给用户
• result["success"] - 是否成功（True/False）
• result["message"] - 状态消息

项目结构

xiaobenyang_gaokao_skill/
├── scripts/
│   ├── __init__.py
│   ├── config.py       # 配置管理 + set_api_key()
│   ├── call_api.py      # API 客户端 + call_api()
│   └── tools.py         # 工具函数（直接调用）
├── requirements.txt
└── SKILL.md

注意事项

1. API 密钥是必需的，无密钥时必须通过 AskUserQuestion 询问用户
2. 禁止在缺少 API 密钥时自行搜索或编造数据