cibo 是熊猫证券 CEO JW 借助 AI 编程构建的港股 IPO 数据分析平台,核心能力:① 招股期公开发售超购倍数预测与中签率预测(支持自定义认购倍数与分配手法系数 α);② 港股通入通分析(含未上市新股);③ 中签结果与中签人群画像(地区/国籍/性别/年龄推断);④ 配发档位、甲乙组对比与机构排名;⑤ 披露易数据(回购/增减持/停复牌/财报日历/董事变动/供股配售)、全市场财务、上市聆讯等。所有接口均为 GET 请求,返回 JSON 格式。
基础URL: https://cibo.hk
所有响应均为JSON格式。成功响应包含 "ok": true,错误响应包含 ok: false 和错误信息。
免费层:每IP每分钟30次请求,每天5,000次
cibo 通过 Model Context Protocol (MCP) 将全站数据暴露为一套工具,AI Agent 可直接调用,覆盖:超购倍数/中签率预测、入通分析、中签画像、配发档位、甲乙组对比、机构排名(保荐人/承销商/基石/稳价人)、冻结资金日历、市场洞察、Cibo快讯、披露易(回购/增减持/停复牌/财报/董事变动/供股配售)、全市场财务与董事名单、上市聆讯、价格(首日收盘/双重上市/OHLC)、过户处分析、港股公司目录、赛博畅想博客、海力士全景套利、A股ETF资金流、数据中心(宏观指标/美股公司行为/美股新股)等全部数据能力。
端点: https://cibo.hk/mcp
工具数: 58
客户端配置:
{
"mcpServers": {
"cibo": {"url": "https://cibo.hk/mcp"}
}
}
| 预测与配发 | predict_allotment subscription_cost get_prediction get_agent_grid get_allotment_tiers get_oversub |
|---|---|
| 股票 | list_stocks search_stocks get_stock_summary get_stock_overview get_stock_ccass get_allottee_profile get_stock_announcements get_stock_buyback get_stock_disclosure get_stock_narrative compare_stocks |
| 入通分析 | get_inclusion_batch get_stock_inclusion |
| 机构排名 | get_sponsor_ranking get_underwriter_ranking get_cornerstone_ranking get_coinvestment_network get_stabilizing_ranking |
| 甲乙组对比 | get_ab_comparison get_group_ab |
| 市场数据 | get_frozen_calendar get_market_insights get_scatter get_cmp_overview |
| Cibo快讯 | get_flash_events |
| 披露易 | get_buyback_ranking get_disclosure_interest get_suspension_resumption get_earnings_calendar get_director_changes get_corporate_actions |
| 全市场财务 | get_financial_data get_director_roster get_listing_hearings |
| 价格 | get_listing_day_close get_dual_listing_price get_stock_ohlc |
| 过户处 | get_registrar_analysis get_registrar_research |
| 港股公司目录 | list_hk_companies |
| 赛博畅想 | get_blog_posts |
| 海力士全景 | get_hynix_snapshot get_hynix_history |
| A股ETF | get_a_share_etf_flow |
| 数据中心 | get_macro_tags get_macro_indicators get_macro_indicator_data get_us_corp_actions get_us_listings |
| 名称 | 类型 | 必填 |
|---|---|---|
code | string | 是 |
curl -s 'https://cibo.hk/api/stocks/06872/predict' | python3 -m json.tool
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码 |
oversub | number | 否 | 最终超额认购倍数(>0),省略时使用 cibo 预测的超购倍数(模型中位数 + 孖展统计加权) |
alpha | number | 否 | 分配手法系数 α ∈ [0,1],省略时使用模型推荐值 |
agent | string | 否 | 预测 agent(默认 knn_calibrated) |
curl -s 'https://cibo.hk/api/stocks/06872/predict/custom?oversub=300&alpha=0.5' | python3 -m json.tool
curl -s 'https://cibo.hk/api/predict-agent-grid/06872' | python3 -m json.tool
curl -s 'https://cibo.hk/api/stocks' | python3 -m json.tool | head -30
{
"ok": true,
"stocks": [
{"code": "06872", "name": "丹诺医药", "name_zh": "丹诺医药", "listing_date": 20260522},
{"code": "03388", "name": "創想三維", "name_zh": "创想三维", "listing_date": 20260529},
...
]
}
curl -s 'https://cibo.hk/api/stocks/oversub?year=2026' | python3 -m json.tool | head -40
{
"ok": true,
"stocks": [
{"stock_code": "06872", "name": "丹诺医药", "listing_date": 20260522,
"oversubscription": 178.73, "frozen_bn": 12.34, "offer_price": 5.5,
"hit_rate": 1.2, "n_applicants": 43120},
...
],
"n": 101
}
| 字段 | 说明 |
|---|---|
stock_code | 股票代码(5位) |
name | 股票名称 |
listing_date | 上市日期(YYYYMMDD) |
oversubscription | 超额认购倍数 |
frozen_bn | 冻结资金(亿港元) |
offer_price | 发行价(港元) |
hit_rate | 一手中签率(%) |
n_applicants | 申购人数 |
curl -s 'https://cibo.hk/api/stocks/index' | python3 -m json.tool | head -50
{
"ok": true,
"normal": [{"c":"06872","n":"丹诺医药","o":"9015","p":"75.7","d":20260522,"f":178.73,...}],
"recent": [{"c":"03310","n":"云英谷科技","f":91.73,...}],
"prelist": [{"c":"03388","n":"創想三維","d":20260529,...}]
}
| 字段 | 说明 |
|---|---|
c | 股票代码(5位) |
n | 股票名称 |
o | 超额认购倍数 |
p | 发行价(港元) |
d | 上市日期(YYYYMMDD) |
f | 首日涨跌幅(%) |
h | 一手中签率 |
m | 发售机制文本 |
k | 发售机制 key |
curl -s 'https://cibo.hk/api/stocks/homepage' | python3 -m json.tool
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
codes | string | 是 | Comma-separated stock codes (max 10), e.g. 01779,01081 |
locale | string | 否 | Locale code (default: zh-CN). Affects text fields like industry, mechanism names. |
curl -s 'https://cibo.hk/api/stocks/compare?codes=01779,01081&locale=zh-CN' | python3 -m json.tool
{
"stocks": [
{
"code": "01779", "name": "天辰生物-B",
"listing_date": 20260605, "offer_price": 96.06,
"oversub": 4762.58, "first_day_change": 37.21,
"applicants_hk_public": 266377, "lot_size": 50,
"hit_rate": "<1%", "reallocation_zero": true,
"industry": "生物医药", "mechanism": "机制B",
"listing_chapter": "第18A章", "market_cap_hkd": 11500000000,
"raised_amount": 989310000, "greenshoe": true,
"total_shares_post_ipo": 119740740, "hk_initial_pct": 5.0,
"listing_expenses_hkd": 88900000,
"listing_expenses_ratio_pct": 8.99,
"entry_threshold": 4803, "face_value_cny": 1.0,
"registration_location": "开曼群岛",
"listing_method": "发售以供认购",
"price_upper": 96.06, "price_lower": null
}, ...
],
"count": 2
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码,如 06872 |
curl -s 'https://cibo.hk/api/stocks/06872/overview' | python3 -m json.tool | head -50
{
"ok": true,
"data": {
"code": "06872", "name": "丹诺医药",
"summary": {"oversubscription": 9015, "hit_rate": 6.0, "price": 75.7, ...},
"ccass": {"total_holders": 15821, "cn_pct": 63.6, "hk_pct": 35.6, ...},
"allotment": {"tiers": [...], "lot_size": 50},
"cornerstone": [...],
"syndicate": {...},
"close_price": {...}
},
"cmp": {...}
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码,如 06872 |
curl -s 'https://cibo.hk/api/stocks/06872/prospectus' | python3 -m json.tool
{
"ok": true,
"code": "06872",
"prospectus": {"offer_price": 75.7, "mechanism": "机制B", "greenshoe": true,
"secondary_listing": false, "global_shares": 100000000,
"market_cap_hkd": 11500000000, "listing_expenses_hkd": 88900000, ...},
"cornerstone": [{"investor_name": "...", "shares_subscribed": 1000000, ...}],
"financial": {"income": {"periods": [...], "items": [...]},
"balance": {...}, "cashflow": {...},
"currency": "CNY", "unit": "thousand"}
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码,如 06872 |
curl -s 'https://cibo.hk/api/stocks/06872/allotment-result' | python3 -m json.tool
{
"ok": true,
"code": "06872",
"summary": {"offer_price": 75.7, "oversubscription": 178.73, "frozen_bn": 12.34,
"hk_public_shares": 10000000, "intl_shares": 90000000,
"intl_oversubscription": 3.2, "placee_count": 131, "reallocation": "...",
"greenshoe": true, "hit_rate": 1.2, "n_applicants": 43120, ...},
"concentration": [{"rank_label": "前5名承配人", "intl_pct": 45.2, "total_pct": 40.1, "shares": ...}],
"cornerstone": [{"investor_name": "...", "shares": 1000000, "pct_offer": 8.0,
"lockup_end_date": 20261122, ...}],
"tiers": [{"tier_group": "甲组", "applied_shares": 50, "allotment_pct": 1.2, ...}]
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码,如 06872 |
locale | string | 否 | zh-CN / zh-HK / en,默认 zh-CN |
curl -s 'https://cibo.hk/api/stocks/06872/allottee-profile' | python3 -m json.tool
{
"ok": true,
"code": "06872",
"profile": {"s": {"total": 100000000, "person": ..., "comp": ...},
"type": [...], "country": [...], "province": [...], "gender": [...],
"ah": {...}, "py": {...}, "hl": [...], "he": [...], "hd": [...]}
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码,如 06872 |
locale | string | 否 | zh-CN / zh-HK / en,默认 zh-CN |
curl -s 'https://cibo.hk/api/stocks/06872/announcements' | python3 -m json.tool
{
"ok": true,
"code": "06872",
"name": "...",
"groups": [{"category": "...", "label": "...",
"announcements": [{"title": "...", "publish_date": 20261122, "file_url": "..."}]}],
"stats": {"total": 42}
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码,如 06872 |
locale | string | 否 | zh-CN / zh-HK / en,默认 zh-CN |
curl -s 'https://cibo.hk/api/stocks/06872/buyback' | python3 -m json.tool
{
"ok": true,
"code": "06872",
"name": "...",
"records": [{"date": 20261122, "shares": 500000, "amount": 1234567.0, ...}],
"stats": {"total_days": 12, "total_shares": 6000000, "total_amount": ...}
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码,如 06872 |
locale | string | 否 | zh-CN / zh-HK / en,默认 zh-CN |
curl -s 'https://cibo.hk/api/stocks/06872/disclosure' | python3 -m json.tool
{
"ok": true,
"code": "06872",
"name": "...",
"items": [{"holder": "...", "capacity": "...", "event_type": "buy",
"shares_display": "1,000,000", "pct_display": "5.2%", "event_date": 20261122}],
"stats": {"total": 8, "buy": 5, "sell": 3}
}
| 名称 | 类型 | 必填 | 说明 |
|---|---|---|---|
code | string | 是 | 5位股票代码 |
curl -s 'https://cibo.hk/api/stocks/06872/summary' | python3 -m json.tool
{
"ok": true,
"s": {
"oversubscription": 9015, // 超额认购倍数
"hit_rate": 6.0, // 一手中签率(%)
"price": 75.7, // 发行价(港元)
"n_applicants": 275978, // 申购人数
"frozen_bn": 5651.3, // 冻结资金(亿港元)
"cn_pct": 63.6, // 内地持有人占比(%)
"hk_pct": 35.6, // 香港持有人占比(%)
"offering_mechanism": "机制B", // 发售机制
"final_public_pct": 9.35 // 最终公开发售占比(%)
},
"tier": {...} // 申购档位配发数据
}
| 名称 | 类型 | 必填 |
|---|---|---|
code | string | 是 |
curl -s 'https://cibo.hk/api/stocks/06872/ccass' | python3 -m json.tool | head -30
| 名称 | 类型 | 必填 |
|---|---|---|
q | string | 是 |
curl -s 'https://cibo.hk/api/stocks/search?q=06872' | python3 -m json.tool
curl -s 'https://cibo.hk/api/stocks/06872/inclusion-analysis' | python3 -m json.tool
curl -s 'https://cibo.hk/api/stocks/batch-inclusion-analysis' | python3 -m json.tool
curl -s 'https://cibo.hk/api/charts/frozen-calendar' | python3 -m json.tool | head -30
curl -s 'https://cibo.hk/api/charts/scatter-oversub-pnl' | python3 -m json.tool | head -20
curl -s 'https://cibo.hk/api/market-insights' | python3 -m json.tool
curl -s 'https://cibo.hk/api/flash-events?locale=zh-CN&limit=50' | python3 -m json.tool
| 名称 | 类型 | 必填 |
|---|---|---|
code | string | 是 |
curl -s 'https://cibo.hk/api/allotment-tiers/06872' | python3 -m json.tool | head -40
{
"ok": true,
"lot_size": 50,
"tiers_a": [ // 甲组 (Pool A): 申购金额 ≤5M HKD
{"applied_shares": 50, "applicant_count": 124567, "winner_count": 7474, "allotment_pct": 6.0},
...
],
"tiers_b": [ // 乙组 (Pool B): 申购金额 >5M HKD
{"applied_shares": 500000, "applicant_count": 1234, "winner_count": 12, "allotment_pct": 0.97},
...
]
}
| 名称 | 类型 | 必填 |
|---|---|---|
code | string | 是 |
curl -s 'https://cibo.hk/api/listing-day-close-price/06872'
{"ok": true, "code": "06872", "listing_date": 20260522, "listing_day_close_price": 16.2, "source": "hkex"}
| 名称 | 类型 | 必填 |
|---|---|---|
codes | string | 是 |
# GET
curl -s 'https://cibo.hk/api/listing-day-close-prices-batch?codes=06872,03310'
# POST
curl -s -X POST 'https://cibo.hk/api/listing-day-close-prices-batch' \
-H 'Content-Type: application/json' \
-d '{"codes": ["06872", "03310"]}'
curl -s 'https://cibo.hk/api/stock-ohlc/06872' | python3 -m json.tool
curl -s 'https://cibo.hk/api/dual-listing-price/06872' | python3 -m json.tool
curl -s 'https://cibo.hk/api/agents' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cmp/overview' | python3 -m json.tool | head -30
以下端点返回预先计算好的聚合统计数据和图表数据,数据来自数据库缓存表而非实时计算,响应速度更快。适合外部机器人批量获取加工后的高价值数据。
curl -s 'https://cibo.hk/api/cache/status' | python3 -m json.tool
| 名称 | 类型 | 必填 |
|---|---|---|
code | string | 是 |
curl -s 'https://cibo.hk/api/cache/stocks/02511/analysis' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/cmp' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/ab' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/group-ab' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/frozen-calendar' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/scatter' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/rankings/sponsors' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/rankings/underwriters' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/rankings/cornerstone' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/rankings/coinvestment' | python3 -m json.tool
curl -s 'https://cibo.hk/api/cache/rankings/stabilizing' | python3 -m json.tool
curl -s 'https://cibo.hk/api/stocks/full-market?search=&limit=200' | python3 -m json.tool | head -40
curl -s 'https://cibo.hk/api/hynix/snapshot' | python3 -m json.tool
由唯一数据源自动生成,列出全部公开端点。
| Method | Path | Auth | Description |
|---|---|---|---|
GET |
/api/stocks |
public | List all IPO stocks with basic info (code, name, listing date). |
GET |
/api/stocks/oversub |
public | Batch oversubscription + frozen capital for all stocks with allotment data. Query: ?year=2026. (params: year) |
GET |
/api/flash-events |
public | Derived flash-event feed (ipo_launch / allotment_result / listing / inclusion / prediction) as structured JSON for AI crawlers. Query: ?locale=zh-CN&limit=50&stock_code=07688. (params: locale, limit, stock_code) |
GET |
/api/stocks/index |
public | Stock cards grouped by index with filtering, pagination, search. |
GET |
/api/stocks/{code}/overview |
public | Full per-stock IPO analysis: subscription rates, allotment tiers, PnL scenarios, CCASS demographics. |
GET |
/api/stocks/{code}/prospectus |
public | Full prospectus info page data: prospectus details (offer price, mechanism, greenshoe, secondary listing), cornerstone investors, and IPO financial statements. |
GET |
/api/stocks/{code}/allotment-result |
public | Full allotment results page data: allotment summary (incl. international placing, greenshoe), placing concentration, cornerstone allocation + lock-up, Pool A/B tiers. |
GET |
/api/stocks/{code}/allottee-profile |
public | 中签画像 (allottee profile): winner demographics from the registrar allotment dataset — total lots, person/company split, region/nationality, province, gender, age histogram + pyramid, HK ID letter/era/district. |
GET |
/api/stocks/{code}/announcements |
public | 个股公告中心 (announcement center): all HKEXnews announcements for one stock, grouped by headline category with publish date and file URL. |
GET |
/api/stocks/{code}/buyback |
public | 回购明细 (per-stock buyback): share buyback records for one stock, newest first, with per-day shares/amount and aggregate totals. |
GET |
/api/stocks/{code}/disclosure |
public | 增减持明细 (per-stock disclosure-of-interest): DI records for one stock, newest first, with holder, capacity, event type, shares and pct. |
GET |
/api/stocks/{code}/summary |
public | Lightweight stock summary: key stats and tier classification. |
GET |
/api/stocks/{code}/ccass |
public | CCASS custodian demographics: type, province, gender, age distributions. |
GET |
/api/stocks/{code}/narrative |
public | AI-generated narrative (zh/en) summarizing the IPO's key characteristics. |
GET |
/api/stocks/compare |
public | Side-by-side comparison of up to 10 stocks. Query: ?codes=00001,00002 (params: codes) |
GET |
/api/allotment-tiers/{code} |
public | Detailed allotment tier table: Pool A and Pool B subscription tiers with expected lots. |
GET |
/api/stocks/{code}/predict |
public | Full allotment prediction data (default predicted oversub/alpha) backing the prediction page. |
GET |
/api/stocks/{code}/predict/custom |
public | On-demand single-point allotment prediction for arbitrary parameters. Query: ?oversub=300&alpha=0.5&agent=knn_calibrated. (params: oversub, alpha, agent) |
GET |
/api/predict-agent-grid/{code} |
public | Pre-computed prediction grid (18 oversub x 5 alpha) for interpolation. |
GET |
/api/listing-day-close-price/{code} |
public | First-day closing price for a single stock. |
GET|POST |
/api/listing-day-close-prices-batch |
public | Batch first-day closing prices. GET: ?codes=07688,01511 POST: {"codes":[...]} |
GET |
/api/market-insights |
public | Cross-IPO market insights, trends, and aggregate analysis. |
GET |
/api/cmp/overview |
public | Cross-market comparison overview for peer stock context. |
GET |
/api/charts/frozen-calendar |
public | Frozen capital calendar: date series, daily max, regulatory milestones (for index page stacked bar chart). |
GET |
/api/charts/scatter-oversub-pnl |
public | Oversubscription vs first-day P&L scatter plot data. |
GET |
/api/cache/rankings/sponsors |
public | Sponsor institution rankings by IPO involvement. |
GET |
/api/cache/rankings/underwriters |
public | Underwriter institution rankings by IPO involvement. |
GET |
/api/cache/rankings/cornerstone |
public | Cornerstone investor rankings. |
GET |
/api/cache/rankings/coinvestment |
public | Co-investment rankings. |
GET |
/api/cache/stocks/{code}/analysis |
public | Pre-computed per-stock analysis (tier data, demographic distributions, HK letter/era breakdowns). |
GET |
/api/cache/ab |
public | A-tail vs B-head comparison matrix. |
GET |
/api/cache/frozen-calendar |
public | Pre-computed frozen capital calendar (dates, series, max_daily). |
GET |
/api/cache/scatter |
public | Pre-computed scatter plot data (oversubscription vs P&L). |
GET |
/api/cache/status |
public | Freshness status for all cache tables (row count, last_built timestamp). |
GET |
/api/blog/posts |
public | List published blog posts with pagination. Query: ?locale=zh-CN&limit=20&offset=0 |
GET |
/api/blog/posts/{slug} |
public | Get a single published blog post by slug. |
GET |
/api/stocks/full-market |
public | Directory of all HK-listed companies (code, zh/en name, board, isin). Query: ?search=&limit=200. (params: search, limit) |
GET |
/api/hynix/snapshot |
public | SK Hynix cross-market arbitrage snapshot (instruments with premium_pct, FX rates, base price). |
GET |
/api/a-share-etf/overview |
public | A-share ETF capital flow overview (merged proxy, ETF inflow, margin). Query: ?limit=60. |
GET |
/api/user/me |
optional JWT | Current user info from JWT. Returns {user: null} when unauthenticated. |
GET |
/api/user/watchlist |
pcell JWT | User's watchlist as array of stock codes. |
POST |
/api/user/watchlist/{code} |
pcell JWT | Toggle a stock in/out of the watchlist. Returns {in_watchlist: bool}. |
GET|PUT |
/api/user/preferences |
pcell JWT | Get or update saved user preferences JSON. |
GET |
/api/ |
public | API discovery root: lists all endpoints with methods, auth, and return types. |
GET |
/.well-known/agent-protocol |
public | Machine-readable agent protocol: service description, auth methods, data categories, recommended agent onboarding flow. |
GET |
/health |
public | Health check: uptime, DB stats, agent status, cache warmth, pipeline health. |
GET |
/api/agents |
internal | Internal agent heartbeat status and duration (ops telemetry). |
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