omniseek_paper_recommend
Semantically similar papers (SPECTER embeddings) that keyword search misses.
How to use it
omniseek_paper_recommend is exposed by the Omniseek MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the omniseek_paper_recommend tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.
FULL OMNISEEK LISTINGOther tools in Omniseek (17)
Map a researcher's collaboration network by joint-paper count.
Source lifecycle: submit, probe, judge, admit, retire.
Read the source-admission queue or a per-source audit dossier.
Map a research field's citation neighborhood: foundational core vs. frontier.
Run multiple tools in parallel, one response.
Query the accumulated evidence graph: find, neighborhood, between, since, similar.
List who actively publishes at a lab, scoped to a field.
Open-access PDF, retraction/integrity status, citation count for a paper.
Normalize any URL or document (web page, PDF, arXiv) into clean text.
Resolve a person's name to candidate author IDs across databases.
Record identity judgments (same/not-same) the graph applies at read time.
Fan out across the whole catalog, deduplicate, rank. Cross-lingual (semantic + lexical).
Standing queries with novelty detection. Only tells you what is new.
List and route: domains, regions, capabilities, health.
Record directed relations the graph carries forward.
Transcribe audio/video locally. Bilingual ASR, sliceable by timestamp.
Read images, document figures, video frames with vision.