Query financial market data from the Sectors API (api.sectors.app) for IDX (Indonesia Stock Exchange) and SGX (Singapore Exchange) markets. Use when the user asks about stock prices, company reports, financials, market indices, top movers, dividends, earnings, market cap, or any Indonesian or Singaporean equity market data. Only calls https://api.sectors.app. Python with requests.
Query IDX and SGX financial market data through the Sectors REST API.
Full API docs: https://sectors.app/api
https://api.sectors.app/v1. Never call any other domain, database, or external service.GET requests returning JSON.SECTORS_API_KEY environment variable.SECTORS_API_KEY is not set, prompt the user to set it: export SECTORS_API_KEY="your-api-key-here" or run the setup check script at scripts/check_setup.py.The API key must be available as the SECTORS_API_KEY environment variable.
# Option A: Set in your current shell
export SECTORS_API_KEY="your-api-key-here"
# Option B: Add to your shell profile (~/.bashrc, ~/.zshrc) for persistence
echo 'export SECTORS_API_KEY="your-api-key-here"' >> ~/.bashrc
# Option C: Use a .env file in the project root (see .env.example)
For agent-specific configuration:
claude config set env SECTORS_API_KEY your-api-key-here~/.config/opencode/config.json under envpip install requests
python scripts/check_setup.py
import os
import requests
API_KEY = os.environ["SECTORS_API_KEY"]
BASE_URL = "https://api.sectors.app/v1"
headers = {"Authorization": API_KEY}
response = requests.get(f"{BASE_URL}/subsectors/", headers=headers)
data = response.json()
The Authorization header takes the raw API key. Do NOT prefix it with Bearer.
Pick the right endpoint based on what the user needs:
| User wants | Endpoint | Required params |
|---|---|---|
| List all subsectors | GET /subsectors/ | none |
| List all industries | GET /industries/ | none |
| List all subindustries | GET /subindustries/ | none |
| SGX sector list | GET /sgx/sectors/ | none |
| User wants | Endpoint | Required params |
|---|---|---|
| Companies in a subsector | GET /companies/?sub_sector={sub_sector} | sub_sector |
| Companies in a subindustry | GET /companies/?sub_industry={sub_industry} | sub_industry |
| Companies in a stock index | GET /index/{index}/ | index |
| Companies with segment data | GET /companies/list_companies_with_segments/ | none |
| SGX companies by sector | GET /sgx/companies/?sector={sector} | sector |
| User wants | Endpoint | Required params |
|---|---|---|
| Full company report (IDX) | GET /company/report/{ticker}/ | ticker |
| SGX company report | GET /sgx/company/report/{ticker} | ticker |
| Listing performance | GET /listing-performance/{ticker}/ | ticker |
| Quarterly financial dates | GET /company/get_quarterly_financial_dates/{ticker}/ | ticker |
| Quarterly financials | GET /financials/quarterly/{ticker}/ | ticker |
| Company segments | GET /company/get-segments/{ticker}/ | ticker |
| User wants | Endpoint | Required params |
|---|---|---|
| Daily stock price | GET /daily/{ticker} | ticker |
| Index daily data | GET /index-daily/{index_code}/ | index_code |
| Index summary | GET /index/{index}/ | index |
| IDX total market cap | GET /idx-total/ | none |
| User wants | Endpoint | Required params |
|---|---|---|
| Top gainers/losers | GET /companies/top-changes/ | none (all optional) |
| Top companies by metric | GET /companies/top/ | none (all optional) |
| Top growth companies | GET /companies/top-growth/ | none (all optional) |
| Most traded stocks | GET /most-traded/ | none (all optional) |
| SGX top companies | GET /sgx/companies/top/ | none (all optional) |
For full parameter lists and response schemas, see:
import os
import requests
API_KEY = os.environ["SECTORS_API_KEY"]
BASE_URL = "https://api.sectors.app/v1"
headers = {"Authorization": API_KEY}
ticker = "BBCA"
params = {"sections": "overview,valuation,financials"}
resp = requests.get(f"{BASE_URL}/company/report/{ticker}/", headers=headers, params=params)
report = resp.json()
print(report["company_name"])
print(report["overview"]["market_cap"])
Available sections: overview, valuation, future, peers, financials, dividend, management, ownership. Use all or omit for everything.
import os
import requests
API_KEY = os.environ["SECTORS_API_KEY"]
BASE_URL = "https://api.sectors.app/v1"
headers = {"Authorization": API_KEY}
ticker = "BBRI.JK"
# Normalize: uppercase, strip .JK
clean = ticker.upper().replace(".JK", "")
params = {"start": "2025-01-01", "end": "2025-01-31"}
resp = requests.get(f"{BASE_URL}/daily/{clean}", headers=headers, params=params)
prices = resp.json()
for day in prices:
print(day["date"], day["close"], day["volume"])
import os
import requests
API_KEY = os.environ["SECTORS_API_KEY"]
BASE_URL = "https://api.sectors.app/v1"
headers = {"Authorization": API_KEY}
params = {
"classifications": "top_gainers,top_losers",
"periods": "7d,30d",
"n_stock": 5,
"min_mcap_billion": 5000,
}
resp = requests.get(f"{BASE_URL}/companies/top-changes/", headers=headers, params=params)
movers = resp.json()
for stock in movers["top_gainers"]["7d"]:
print(stock["symbol"], stock["price_change"])
import os
import requests
API_KEY = os.environ["SECTORS_API_KEY"]
BASE_URL = "https://api.sectors.app/v1"
headers = {"Authorization": API_KEY}
# Available: lq45, idx30, kompas100, jii70, idxhidiv20, srikehati, etc.
resp = requests.get(f"{BASE_URL}/index/lq45/", headers=headers)
companies = resp.json()
for c in companies:
print(c["symbol"], c["company_name"])
import os
import requests
API_KEY = os.environ["SECTORS_API_KEY"]
BASE_URL = "https://api.sectors.app/v1"
headers = {"Authorization": API_KEY}
ticker = "D05" # DBS Group
resp = requests.get(f"{BASE_URL}/sgx/company/report/{ticker}", headers=headers)
report = resp.json()
print(report["name"])
print(report["valuation"]["pe"])
print(report["financials"]["gross_margin"])
| Market | Rule | Example |
|---|---|---|
| IDX | Uppercase, strip .JK suffix | bbca.jk -> BBCA |
| SGX | Uppercase, strip .SI suffix | d05.si -> D05 |
Always normalize before passing to an endpoint.
Auth header format: Use Authorization: <raw_key>. NOT Bearer <key>. NOT Authorization: Bearer <key>.
Date format: Always YYYY-MM-DD. Example: 2025-06-15.
Date range limit: The /most-traded/ endpoint requires start and end dates within 90 days of each other.
Kebab-case for subsectors and sectors: Use banks, financing-service, consumer-defensive. Not camelCase or snake_case.
Nested response structure: Ranking endpoints (top-changes, top, top-growth) return objects keyed by classification, then by period. Always navigate both levels.
# top-changes returns: { "top_gainers": { "7d": [...], "30d": [...] } }
# top returns: { "dividend_yield": [...], "revenue": [...] }
Market cap units: IDX values are in billion IDR (min_mcap_billion). SGX values are in million SGD (min_mcap_million).
Default values matter: Many optional params default to "all" or specific values (e.g. n_stock defaults to 5, min_mcap_billion defaults to 5000). Be explicit when you need different behavior.
Index codes: IDX index daily data uses lowercase codes: ihsg, lq45, idx30. Company-by-index uses the same codes.
Quarterly financials approx flag: When approx=true, the API returns the closest available quarter if an exact match for report_date is not found.
Company report sections param: Only appended to the URL when not "all". If you want all sections, omit the sections parameter entirely.
ftse, idx30, idxbumn20, idxesgl, idxg30, idxhidiv20, idxq30, idxv30, jii70, kompas100, lq45, sminfra18, srikehati, economic30, idxvesta28
IDX (/companies/top/): dividend_yield, total_dividend, revenue, earnings, market_cap, pb, pe, ps
IDX growth (/companies/top-growth/): top_earnings_growth_gainers, top_earnings_growth_losers, top_revenue_growth_gainers, top_revenue_growth_losers
IDX movers (/companies/top-changes/): top_gainers, top_losers
SGX (/sgx/companies/top/): dividend_yield, revenue, earnings, market_cap, pe
Always check the response status:
resp = requests.get(url, headers=headers)
if resp.status_code == 403:
raise ValueError("Invalid or missing API key. Ensure SECTORS_API_KEY is set correctly.")
if resp.status_code == 404:
raise ValueError(f"Resource not found: {url}")
if not resp.ok:
raise RuntimeError(f"API error {resp.status_code}: {resp.text}")
data = resp.json()