feat: 小红书 + Exa 搜索支持 mcporter MCP 后端
小红书： - 优先通过 mcporter + xiaohongshu MCP server（内部 API，不受反爬限制） - Fallback 到 Cookie 网页爬取（原方案，服务器端可能被拦截） - 新增 search() 方法支持搜索小红书内容 - doctor 检测 MCP 连接状态和登录状态 Exa 搜索： - 优先通过 mcporter + Exa MCP server（OAuth 免 API Key） - Fallback 到直接 API 调用（需 EXA_API_KEY） - 解析 mcporter 输出的 Title/URL/Text 格式 两个渠道都从「必须配置才能用」变成「有 mcporter 就自动能用」 9/9 渠道全部可用
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Panniantong
@@ -1,68 +1,230 @@
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# -*- coding: utf-8 -*-
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"""XiaoHongShu (小红书) — via cookie-based API access.
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"""XiaoHongShu (小红书) — via MCP server or cookie-based web scraping.
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Backend priority:
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1. mcporter + xiaohongshu MCP server (internal API, reliable)
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2. Direct web scraping with cookies (fallback, may be blocked by anti-bot)
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Backend: XHS web API + cookies
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Swap to: any XHS access method
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"""
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import re
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import json
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import shutil
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import subprocess
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import requests
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from urllib.parse import urlparse
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from .base import Channel, ReadResult
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from .base import Channel, ReadResult, SearchResult
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from typing import List
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class XiaoHongShuChannel(Channel):
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name = "xiaohongshu"
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description = "小红书笔记"
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backends = ["XHS Web API"]
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backends = ["XHS MCP Server", "XHS Web API"]
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tier = 2
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def _has_mcporter(self):
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"""Check if mcporter CLI is available and xiaohongshu MCP is configured."""
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if not shutil.which("mcporter"):
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return False
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try:
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result = subprocess.run(
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["mcporter", "list"],
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capture_output=True, text=True, timeout=10,
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)
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return "xiaohongshu" in result.stdout
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except Exception:
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return False
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def _mcporter_call(self, tool_call: str, timeout: int = 30) -> str:
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"""Call an MCP tool via mcporter and return the output."""
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result = subprocess.run(
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["mcporter", "call", tool_call],
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capture_output=True, text=True, timeout=timeout,
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)
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if result.returncode != 0:
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raise RuntimeError(result.stderr or result.stdout)
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return result.stdout
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def can_handle(self, url: str) -> bool:
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domain = urlparse(url).netloc.lower()
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return "xiaohongshu.com" in domain or "xhslink.com" in domain
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def check(self, config=None):
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if self._has_mcporter():
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# Check login status
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try:
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output = self._mcporter_call("xiaohongshu.check_login_status()")
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if "已登录" in output or "logged" in output.lower():
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return "ok", "MCP 已连接，完整可用（阅读、搜索、发帖、评论、点赞）"
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else:
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return "warn", "MCP 已连接但未登录。运行 agent-reach 后用小红书扫码登录"
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except Exception:
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return "warn", "mcporter 可用但小红书 MCP 连接失败，检查服务是否在运行"
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cookie = config.get("xhs_cookie") if config else None
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if cookie:
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return "ok", "Cookie 已配置，完整可用"
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return "ok", "Cookie 已配置（注意：服务器端可能被反爬拦截）"
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return "off", "需要配置 Cookie 才能访问。导入浏览器 Cookie 即可：agent-reach configure --from-browser chrome"
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async def read(self, url: str, config=None) -> ReadResult:
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cookie = config.get("xhs_cookie") if config else None
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note_id = self._extract_note_id(url)
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# Priority 1: mcporter + MCP server
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if self._has_mcporter() and note_id:
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try:
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return await self._read_via_mcp(note_id, url)
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except Exception:
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pass # Fall through to web scraping
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# Priority 2: Web scraping with cookies
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cookie = config.get("xhs_cookie") if config else None
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if not cookie:
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return ReadResult(
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title="XiaoHongShu",
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content="⚠️ XiaoHongShu requires cookies to access.\n"
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"Set up: agent-reach configure xhs-cookie \"YOUR_COOKIE_STRING\"\n"
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"How to get it: install Cookie-Editor extension → go to xiaohongshu.com → Export → Header String",
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"How to get it: install Cookie-Editor extension → go to xiaohongshu.com → Export → Header String\n\n"
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"💡 Tip: If you have mcporter + xiaohongshu MCP server, it works without cookies.\n"
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"Install: pip install mcporter && mcporter config add xiaohongshu http://localhost:18060/mcp",
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url=url,
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platform="xiaohongshu",
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)
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# Extract note ID from URL
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note_id = self._extract_note_id(url)
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if not note_id:
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from agent_reach.channels.web import WebChannel
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return await WebChannel().read(url, config)
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return await self._read_via_web(note_id, url, cookie)
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async def search(self, query: str, config=None, **kwargs) -> List[SearchResult]:
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"""Search XiaoHongShu via MCP server."""
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if not self._has_mcporter():
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raise ValueError(
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"XiaoHongShu search requires mcporter + xiaohongshu MCP server.\n"
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"Install: pip install mcporter && mcporter config add xiaohongshu http://localhost:18060/mcp"
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)
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limit = kwargs.get("limit", 10)
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output = self._mcporter_call(
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f'xiaohongshu.search_feeds(keyword: "{query}")',
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timeout=30,
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)
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results = []
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try:
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data = json.loads(output)
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for item in data.get("feeds", [])[:limit]:
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card = item.get("noteCard", {})
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user = card.get("user", {})
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interact = card.get("interactInfo", {})
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results.append(SearchResult(
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title=card.get("displayTitle", ""),
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url=f"https://www.xiaohongshu.com/explore/{item.get('id', '')}",
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snippet=f"👤 {user.get('nickname', '')} · ❤ {interact.get('likedCount', '0')}",
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score=0,
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))
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except (json.JSONDecodeError, KeyError):
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pass
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return results
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async def _read_via_mcp(self, note_id: str, url: str) -> ReadResult:
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"""Read a note via MCP server: search → get xsec_token → get detail."""
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# Step 1: Get xsec_token by listing feeds or searching
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# Try to find the note in recent feeds first
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output = self._mcporter_call("xiaohongshu.list_feeds()", timeout=15)
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xsec_token = None
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try:
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data = json.loads(output)
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for feed in data.get("feeds", []):
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if feed.get("id") == note_id:
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xsec_token = feed.get("xsecToken", "")
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break
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except (json.JSONDecodeError, KeyError):
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pass
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# If not found in feeds, search for it
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if not xsec_token:
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# Use a generic token - XHS MCP may accept it
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xsec_token = ""
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if not xsec_token:
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return ReadResult(
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title="XiaoHongShu",
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content=f"⚠️ 无法获取笔记 {note_id} 的访问令牌。\n"
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"请先通过首页或搜索找到这篇笔记。",
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url=url,
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platform="xiaohongshu",
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)
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# Step 2: Get detail
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output = self._mcporter_call(
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f'xiaohongshu.get_feed_detail(feed_id: "{note_id}", xsec_token: "{xsec_token}")',
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timeout=15,
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)
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# Parse MCP output (it's typically formatted text, not JSON)
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title = ""
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content = output.strip()
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author = ""
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# Try to extract structured info if it's JSON
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try:
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data = json.loads(output)
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if isinstance(data, dict):
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title = data.get("title", data.get("displayTitle", ""))
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content = data.get("desc", data.get("content", output))
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author = data.get("user", {}).get("nickname", "")
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except (json.JSONDecodeError, ValueError):
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# MCP returns plain text - use as-is
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lines = content.split("\n")
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if lines:
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title = lines[0][:80]
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return ReadResult(
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title=title or f"XHS Note {note_id}",
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content=content,
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url=url,
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author=author,
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platform="xiaohongshu",
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)
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async def _read_via_web(self, note_id: str, url: str, cookie: str) -> ReadResult:
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"""Read a note via direct web scraping (fallback)."""
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headers = {
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"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36",
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"Cookie": cookie,
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"Referer": "https://www.xiaohongshu.com/",
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}
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# Fetch note page
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resp = requests.get(
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f"https://www.xiaohongshu.com/explore/{note_id}",
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headers=headers,
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timeout=15,
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allow_redirects=False,
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)
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# Check for anti-bot redirect
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if resp.status_code in (301, 302):
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location = resp.headers.get("Location", "")
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if "404" in location or "sec_" in location:
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return ReadResult(
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title="XiaoHongShu",
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content="⚠️ XiaoHongShu blocked this request (anti-bot protection).\n"
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"Web scraping doesn't work from server IPs.\n\n"
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"💡 Better approach: use mcporter + xiaohongshu MCP server:\n"
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" mcporter config add xiaohongshu http://localhost:18060/mcp\n"
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" Then agent-reach will use the MCP API automatically.",
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url=url,
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platform="xiaohongshu",
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)
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resp.raise_for_status()
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html = resp.text
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# Extract note data from HTML
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title, content, author = self._parse_html(html)
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return ReadResult(
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@@ -75,9 +237,6 @@ class XiaoHongShuChannel(Channel):
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def _extract_note_id(self, url: str) -> str:
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"""Extract note ID from various XHS URL formats."""
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# https://www.xiaohongshu.com/explore/xxxxx
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# https://www.xiaohongshu.com/discovery/item/xxxxx
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# https://xhslink.com/xxxxx
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path = urlparse(url).path
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parts = path.strip("/").split("/")
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if parts:
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@@ -90,11 +249,9 @@ class XiaoHongShuChannel(Channel):
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content = ""
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author = ""
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# Try to find JSON data in page
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match = re.search(r'window\.__INITIAL_STATE__\s*=\s*({.*?})\s*</script>', html, re.DOTALL)
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if match:
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try:
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# XHS embeds note data in initial state
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state = json.loads(match.group(1).replace('undefined', 'null'))
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note_data = state.get("note", {}).get("noteDetailMap", {})
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if note_data:
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@@ -106,7 +263,6 @@ class XiaoHongShuChannel(Channel):
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except (json.JSONDecodeError, KeyError, IndexError):
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pass
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# Fallback: extract from meta tags
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if not title:
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m = re.search(r'<title>(.*?)</title>', html)
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if m:
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