What it does
Chinese Social Signals MCP is a single MCP server that lets an AI agent read live trends, hot-search boards, viral content, and audience sentiment from Douyin, Weibo, Xiaohongshu/RedNote, Zhihu, Bilibili, Kuaishou, Douban, and Toutiao — platforms most Western agents simply can't reach. Connect from Claude, Cursor, n8n, or any MCP client and your agent can answer “what's trending or what are people saying in China?” with real data.
Who it's for
Brand and market researchers, social-listening and trend teams, China-focused analysts, and anyone building AI agents that need a window into Chinese social platforms.
Sample fields / output
11 tools, including get_weibo_hot_search, get_douyin_trending, get_xiaohongshu_trends, search_xiaohongshu, get_zhihu_qa, search_bilibili, get_bilibili_comments, get_kuaishou_trending, get_douban, get_toutiao_news, and the cross-platform get_china_trends (Weibo + Baidu + Douyin). Each takes an optional criteria dict and a limit.
Example use cases
- Ask an agent “what's trending on Weibo right now?” and get the live hot-search board.
- Monitor a brand on RedNote with
search_xiaohongshuto see what Chinese users are posting. - Pull cross-platform trends with
get_china_trendsfor a daily China market-pulse briefing.
▶ Run Chinese Social Signals MCP on Apify
Related actors
FAQ
How do I connect it?
Add it as a streamable-http MCP server (URL https://nexgendata--chinese-social-signals-mcp.apify.actor/mcp) in Claude, Cursor, n8n, or any MCP client; the 11 tools then become available to your agent.
Which platforms does it cover?
Douyin, Weibo, Xiaohongshu/RedNote, Zhihu, Bilibili, Kuaishou, Douban, and Toutiao, plus an aggregate cross-platform trends tool.
Why use this instead of a generic scraper?
Chinese social platforms are closed, anti-bot, and non-English — a hard wall for Western agents. This server delivers live trend and sentiment data behind that barrier.
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