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Search research entities by name or approximate name. Use this tool whenever a user refers to an entity by name and a research entity UUID is needed. Results are ranked by match quality and include the research entity UUIDs required by other research tools. When multiple results are returned, rev

Read a single research author by author UUID. Use this tool when a user wants profile details for a specific research author returned by another research tool. The response includes author metadata, biography fields, profile URL, and visible sectors associated with the author. Missing, inactive,

Search published research posts associated with one or more research entities. This tool requires research entity UUIDs. If only entity names are known, first call search_research_entities to obtain candidate research entities and their UUIDs. Use only entity_uuid values copied exactly from search

Read a single published research post by post UUID. Use this tool after calling search_research_posts and selecting the most relevant result. The response includes post metadata, authors, sectors, body HTML, and a URL. Depending on the authenticated MCP user's permissions, the body HTML and URL ma