{"id":"2f3512cf-bd02-4599-bbcb-a82f18c040b5","kind":"companies","code":"UB-C12238","name":"Guanlan","nameBasis":"translated","summary":"Chinese internet research layer for AI Agents","description":"Guanlan is the Chinese internet research layer for AI Agents, helping Agents understand Chinese sources, platform context, evidence boundaries, and reusable materials.","country":null,"category":null,"originalName":"观澜","eventDate":null,"website":"https://guanlan.xin/","sourceUpdatedAt":"2026-10-26T00:00:00.000Z","englishUpdatedAt":"2026-11-01T02:15:02.178Z","reviewedAt":"2026-11-01T02:15:02.178Z","snapshotAt":"2026-11-01T00:40:31.077Z","sourceHash":"eb7acf2357bf22e46994272846e10a8b9a795c3a0a18b923b82b04f2f3ec3b70","companyId":null,"foundedYear":null,"logoUrl":null,"originalText":"AI Agent 的中文互联网研究层\n\n观澜 Guanlan 是 AI Agent 的中文互联网研究层，让 Agent 理解中文信源、平台语境、证据边界和可复用资料。","sources":[],"related":[{"id":"a0bfc41c-759b-4447-b4eb-2584b3dc06b0","kind":"products","code":"UB-D7805","name":"Guanlan","nameBasis":"transliterated","summary":"Guanlan is a Chinese-internet research CLI / MCP tool for AI agents. It helps agents with Chinese web search, source routing, page reading, hot-list watching, research evidence packs, and local knowledge-base capture. Guanlan defaults to local, read-only, low-disturbance operation—it does not actively read cookies, keychains, or login state—and fits Chinese-web retrieval, source verification, industry research, sentiment watching, and local LLM networking. Good for: Chinese-web research across policy, industry, finance, culture, tech communities, and public social pages; agent networked research that turns hits into context with sources, boundaries, and evidence roles; page reading that converts public pages to model-friendly Markdown; hot lists from Baidu, Weibo, Bilibili, V2EX, IThome, and more; local LLM networking via CLI / MCP for LM Studio, Ollama, Open WebUI, and similar. Defaults stay local, read-only, low-disturbance—no cookies/keychain/login reads, no post/like/comment/DM writes. 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Good for: Chinese-web research across policy, industry, finance, culture, tech communities, and public social pages; agent networked research that turns hits into context with sources, boundaries, and evidence roles; page reading that converts public pages to model-friendly Markdown; hot lists from Baidu, Weibo, Bilibili, V2EX, IThome, and more; local LLM networking via CLI / MCP for LM Studio, Ollama, Open WebUI, and similar. Defaults stay local, read-only, low-disturbance—no cookies/keychain/login reads, no post/like/comment/DM writes. 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It helps agents with Chinese web search, source routing, page reading, hot-list watching, research evidence packs, and local knowledge-base capture. Guanlan defaults to local, read-only, low-disturbance operation—it does not actively read cookies, keychains, or login state—and fits Chinese-web retrieval, source verification, industry research, sentiment watching, and local LLM networking. Good for: Chinese-web research across policy, industry, finance, culture, tech communities, and public social pages; agent networked research that turns hits into context with sources, boundaries, and evidence roles; page reading that converts public pages to model-friendly Markdown; hot lists from Baidu, Weibo, Bilibili, V2EX, IThome, and more; local LLM networking via CLI / MCP for LM Studio, Ollama, Open WebUI, and similar. Defaults stay local, read-only, low-disturbance—no cookies/keychain/login reads, no post/like/comment/DM writes. 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Good for: Chinese-web research across policy, industry, finance, culture, tech communities, and public social pages; agent networked research that turns hits into context with sources, boundaries, and evidence roles; page reading that converts public pages to model-friendly Markdown; hot lists from Baidu, Weibo, Bilibili, V2EX, IThome, and more; local LLM networking via CLI / MCP for LM Studio, Ollama, Open WebUI, and similar. Defaults stay local, read-only, low-disturbance—no cookies/keychain/login reads, no post/like/comment/DM writes. 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