# Guanlan

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. It does not make final judgments for users; it helps agents find better Chinese sources, see source identity, and organize materials into evidence packs for further reasoning.

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. It does not make final judgments for users; it helps agents find better Chinese sources, see source identity, and organize materials into evidence packs for further reasoning.

Canonical: https://uniquebase.ai/products/UB-D7805
Stable identifier: UB-D7805
Snapshot captured: 2026-11-04T00:48:01.362Z
English updated: 2026-11-04T01:06:54.758Z

## Connected profiles

- [Guanlan](/companies/UB-C12238)

## Sources

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