Topic · Data and Research

Literature Search skills for Claude Code and Codex

Skills for finding and managing scholarly papers: searches across PubMed, arXiv, OpenAlex and other scholarly APIs, Firecrawl's research paper index, BGPT claim-level evidence, Hugging Face paper pages, citation management, Zotero libraries and systematic literature reviews. They help an agent build a reading list with real, checkable references.

Highest-scoring literature search skills in the October 22, 2026 snapshot: citation-management from K-Dense-AI/claude-scientific-skills (89/100) and firecrawl-workflows from firecrawl/skills (80/100). Scores come from the Suede Skill Check.

4 from official publishers. 4 bundle scripts. 6 connect to an outside service. Listed in Science and Research (11), Productivity and Knowledge Work (1), AI Agents and LLM Engineering (1).

All 13 literature search skills

SkillRepositoryWhat it does
citation-management 89/100 · BK-Dense-AI/claude-scientific-skillsManages academic citations by searching OpenAlex, PubMed, and Google Scholar, extracting metadata, validating references, and generating formatted BibTeX entries.
firecrawl-research-index 76/100 · Cfirecrawl/skillsFinds papers that answer a research query in Firecrawl's paper index, covering biomedical and life-science literature plus arXiv preprints, using semantic search and verification.
firecrawl-research-papers 75/100 · Cfirecrawl/skillsFinds and synthesizes research papers using semantic search and related-paper expansion over Firecrawl's index of largely biomedical and life-science literature plus arXiv preprints.
firecrawl-workflows 80/100 · Bfirecrawl/skillsRuns Firecrawl workflows that produce deliverables such as research reports, literature reviews, SEO audits, QA reports, lead lists, and website design systems.
literature-review 89/100 · BK-Dense-AI/claude-scientific-skillsConducts systematic, scoping, and narrative literature reviews using sources such as PubMed, arXiv, and bioRxiv, tracking search coverage and evidence limitations.
bgpt-paper-search 82/100 · BK-Dense-AI/claude-scientific-skillsSearches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported…
huggingface-papers 80/100 · Bhuggingface/skillsLook up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked…
paper-lookup 87/100 · BK-Dense-AI/claude-scientific-skillsSearches 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and returns results…
paperclip 87/100 · BK-Dense-AI/claude-scientific-skillsSearches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK…
paperzilla 77/100 · CK-Dense-AI/claude-scientific-skillsReads projects, searches project feeds, and retrieves recommendations and canonical papers in Paperzilla through the pz CLI. Supports recent…
pyzotero 87/100 · BK-Dense-AI/claude-scientific-skillsManages Zotero reference libraries using the pyzotero Python client: retrieves, creates, updates, and deletes items, collections, tags, and…
research-lookup 87/100 · BK-Dense-AI/claude-scientific-skillsCompiles current scholarly evidence for a scientific manuscript or research brief when the user explicitly asks to gather literature, references…
setup-arxiv-mcp 66/100 · DNeoLabHQ/context-engineering-kitGuide for setup arXiv paper search MCP server using Docker MCP

How to choose literature search skills

Pick by field. Biomedical work suits paperclip and firecrawl-research-index; ML papers suit huggingface-papers and arXiv; paper-lookup and citation-management search across many scholarly APIs at once.

Several skills call a paid or keyed service (Firecrawl, BGPT, Paperzilla, Zotero). The Before you install panel lists the variables each one reads.

Check every citation the agent returns against the source. citation-management validates metadata, and literature-review documents its search strategy so you can rerun it.

Research 46Scientific Writing 13

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