diff --git a/src/grid_trading/domain/models.py b/src/grid_trading/domain/models.py
index f23cbba..a16bd95 100644
--- a/src/grid_trading/domain/models.py
+++ b/src/grid_trading/domain/models.py
@@ -114,6 +114,22 @@ class FeeEstimate:
         return self.commission + self.stamp_tax + self.transfer_fee
 
 
+@dataclass(frozen=True)
+class QuoteSnapshot:
+    symbol: str
+    code: str
+    name: str
+    price: Decimal
+    source: str
+    quote_time: str | None = None
+    previous_close: Decimal | None = None
+    open_price: Decimal | None = None
+    high: Decimal | None = None
+    low: Decimal | None = None
+    change: Decimal | None = None
+    change_percent: Decimal | None = None
+
+
 @dataclass(frozen=True)
 class PositionSummary:
     instrument_id: int
diff --git a/src/grid_trading/market/__init__.py b/src/grid_trading/market/__init__.py
new file mode 100644
index 0000000..ec4ccf0
--- /dev/null
+++ b/src/grid_trading/market/__init__.py
@@ -0,0 +1 @@
+"""Market data providers."""
diff --git a/src/grid_trading/market/tencent.py b/src/grid_trading/market/tencent.py
new file mode 100644
index 0000000..57ca380
--- /dev/null
+++ b/src/grid_trading/market/tencent.py
@@ -0,0 +1,122 @@
+from __future__ import annotations
+
+import re
+from decimal import Decimal, InvalidOperation
+from typing import Callable, Iterable
+from urllib.request import urlopen
+
+from grid_trading.domain.models import Instrument, QuoteSnapshot
+
+
+TENCENT_ENDPOINT = "http://qt.gtimg.cn/q="
+_RESPONSE_RE = re.compile(r"v_([a-z]{2}\d{6})=\"([^\"]*)\";?")
+
+
+class QuoteFetchError(RuntimeError):
+    pass
+
+
+def infer_tencent_symbol(code: str) -> str:
+    normalized = code.strip().lower()
+    if re.fullmatch(r"(sh|sz|bj)\d{6}", normalized):
+        return normalized
+    if not re.fullmatch(r"\d{6}", normalized):
+        raise QuoteFetchError(f"Unsupported Tencent quote code: {code}")
+    if normalized.startswith(("6", "5", "9")):
+        return f"sh{normalized}"
+    if normalized.startswith(("0", "1", "2", "3")):
+        return f"sz{normalized}"
+    if normalized.startswith(("4", "8")):
+        return f"bj{normalized}"
+    raise QuoteFetchError(f"Cannot infer Tencent market prefix for code: {code}")
+
+
+def parse_tencent_response(raw: bytes) -> list[QuoteSnapshot]:
+    text = _decode_response(raw)
+    quotes: list[QuoteSnapshot] = []
+    for match in _RESPONSE_RE.finditer(text):
+        symbol = match.group(1)
+        fields = match.group(2).split("~")
+        quotes.append(_parse_quote_fields(symbol, fields))
+    if not quotes:
+        raise QuoteFetchError("Tencent quote response did not contain quote records")
+    return quotes
+
+
+class TencentQuoteProvider:
+    def __init__(
+        self,
+        *,
+        endpoint: str = TENCENT_ENDPOINT,
+        timeout: float = 5.0,
+        fetcher: Callable[[str, float], bytes] | None = None,
+    ):
+        self.endpoint = endpoint
+        self.timeout = timeout
+        self._fetcher = fetcher or _default_fetcher
+
+    def fetch_quotes(self, instruments: Iterable[Instrument]) -> dict[str, QuoteSnapshot]:
+        symbols = [infer_tencent_symbol(instrument.code) for instrument in instruments]
+        if not symbols:
+            return {}
+        query = ",".join(symbols)
+        url = f"{self.endpoint}{query}"
+        raw = self._fetcher(url, self.timeout)
+        return {quote.code: quote for quote in parse_tencent_response(raw)}
+
+
+def _default_fetcher(url: str, timeout: float) -> bytes:
+    with urlopen(url, timeout=timeout) as response:
+        return response.read()
+
+
+def _decode_response(raw: bytes) -> str:
+    for encoding in ("gbk", "gb18030", "utf-8"):
+        try:
+            return raw.decode(encoding)
+        except UnicodeDecodeError:
+            continue
+    raise QuoteFetchError("Tencent quote response encoding is unsupported")
+
+
+def _parse_quote_fields(symbol: str, fields: list[str]) -> QuoteSnapshot:
+    if len(fields) > 3 and not fields[3].strip():
+        raise QuoteFetchError(f"Tencent quote {symbol} price is missing")
+    if len(fields) < 35:
+        raise QuoteFetchError(f"Tencent quote record for {symbol} is incomplete")
+    price = _required_decimal(fields[3], f"{symbol} price")
+    if price <= 0:
+        raise QuoteFetchError(f"Tencent quote record for {symbol} price is empty or zero")
+    code = fields[2].strip() or symbol[2:]
+    name = fields[1].strip() or code
+    return QuoteSnapshot(
+        symbol=symbol,
+        code=code,
+        name=name,
+        price=price,
+        source="tencent",
+        quote_time=fields[30].strip() or None,
+        previous_close=_optional_decimal(fields[4]),
+        open_price=_optional_decimal(fields[5]),
+        high=_optional_decimal(fields[33]),
+        low=_optional_decimal(fields[34]),
+        change=_optional_decimal(fields[31]),
+        change_percent=_optional_decimal(fields[32]),
+    )
+
+
+def _required_decimal(raw: str, label: str) -> Decimal:
+    value = _optional_decimal(raw)
+    if value is None:
+        raise QuoteFetchError(f"Tencent quote {label} is missing")
+    return value
+
+
+def _optional_decimal(raw: str) -> Decimal | None:
+    text = raw.strip()
+    if not text:
+        return None
+    try:
+        return Decimal(text)
+    except InvalidOperation as exc:
+        raise QuoteFetchError(f"Tencent quote value is not numeric: {raw}") from exc
diff --git a/tests/test_tencent_quotes.py b/tests/test_tencent_quotes.py
new file mode 100644
index 0000000..35412ce
--- /dev/null
+++ b/tests/test_tencent_quotes.py
@@ -0,0 +1,66 @@
+from decimal import Decimal
+
+import pytest
+
+from grid_trading.domain.models import Instrument
+from grid_trading.market.tencent import (
+    QuoteFetchError,
+    TencentQuoteProvider,
+    infer_tencent_symbol,
+    parse_tencent_response,
+)
+
+
+def test_infer_tencent_symbol_from_a_share_code():
+    assert infer_tencent_symbol("000001") == "sz000001"
+    assert infer_tencent_symbol("600000") == "sh600000"
+    assert infer_tencent_symbol("510300") == "sh510300"
+    assert infer_tencent_symbol("sz000001") == "sz000001"
+
+
+def test_parse_tencent_response_extracts_realtime_fields():
+    raw = (
+        'v_sz000001="51~平安银行~000001~10.60~10.47~10.44~0~0~0~'
+        '10.60~0~10.59~0~10.58~0~10.57~0~10.56~0~10.61~0~10.62~0~'
+        '10.63~0~10.64~0~10.65~0~~20260708161430~0.13~1.24~10.63~10.34";'
+    ).encode("gbk")
+
+    [quote] = parse_tencent_response(raw)
+
+    assert quote.symbol == "sz000001"
+    assert quote.code == "000001"
+    assert quote.name == "平安银行"
+    assert quote.price == Decimal("10.60")
+    assert quote.previous_close == Decimal("10.47")
+    assert quote.open_price == Decimal("10.44")
+    assert quote.change == Decimal("0.13")
+    assert quote.change_percent == Decimal("1.24")
+    assert quote.high == Decimal("10.63")
+    assert quote.low == Decimal("10.34")
+    assert quote.quote_time == "20260708161430"
+    assert quote.source == "tencent"
+
+
+def test_parse_tencent_response_rejects_missing_price():
+    raw = 'v_sz000001="51~平安银行~000001~~~";'.encode("gbk")
+
+    with pytest.raises(QuoteFetchError, match="price"):
+        parse_tencent_response(raw)
+
+
+def test_provider_builds_batch_query_and_maps_by_code():
+    calls: list[str] = []
+    raw = (
+        'v_sz000001="51~平安银行~000001~10.60~10.47~10.44~0~0~0~'
+        '0~0~0~0~0~0~0~0~0~0~0~0~0~0~0~0~0~0~0~0~~20260708161430~0.13~1.24~10.63~10.34";'
+    ).encode("gbk")
+
+    def fake_fetch(url: str, timeout: float) -> bytes:
+        calls.append(url)
+        return raw
+
+    provider = TencentQuoteProvider(fetcher=fake_fetch)
+    quotes = provider.fetch_quotes([Instrument(id=1, code="000001", name="平安银行")])
+
+    assert "q=sz000001" in calls[0]
+    assert quotes["000001"].price == Decimal("10.60")