firecrawl-research-index

Firecrawl Research Index Find the research papers that answer a research query. Some questions have a single answer; many have several — and when in doubt, lean toward returning the fuller relevant set (most relevant first) rather than narrowing to one. A reader is better served seeing the neighboring methods and papers than having them silently dropped. There is no fixed recipe . Read the query, decide what kind it is, and choose the approach below. Some queries need a single search; others need heavy sturctural/semantic expansion. Don't run machinery a query doesn't call for. The tools, and what each is uniquely good at MCP: firecrawl_research_search_papers(query, k?) CLI: firecrawl research search-papers [--k ] Semantic (HyDE) search over abstracts . The natural first move for almost any query. If results look thin or all-alike, re-run with a different framing (sibling domain, rival method, dataset/benchmark name) rather than giving up. MCP: firecrawl_research_related_papers(seed_ids, intent, mode?, k?) CLI: firecrawl research related-papers --intent [--mode ] [--k ] Semantic and structural expansion, ranked to your intent . This reaches papers semantic search cannot , and it's how you turn one good hit into the rest of a set. mode=similar → niche siblings; citers → who uses/builds on the seeds; references → what they build on / compare against. Show more Installs 534 Repository firecrawl/skills GitHub Stars 19 First Seen 1 day ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn