Guanlan routes questions to official, vertical, community, finance, academic, entertainment, developer, or hot-list sources. Guanlan preserves source identity, platform context, evidence role, timeline, and risk tips. Guanlan archives the research process into archive, Wiki, RAG or Agent context for future reuse.
Guanlan can be installed using the CLI command listed on its page. Guanlan provides an MCP configuration command for use with Codex.
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