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from $7.50 / 1,000 results

NLM MeSH SPARQL Scraper

Pull terms from the NLM Medical Subject Headings SPARQL endpoint by release year and optional label substring. Returns descriptor URIs, preferred labels, tree numbers, scope notes, and concept relationships. Useful for biomedical indexing, literature search tooling, and ontology alignment.

Pricing

from $7.50 / 1,000 results

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ParseForge

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NCBI MeSH Scraper — Medical Vocabulary API for NLP

azureblue/ncbi-mesh-scraper

Search NCBI MeSH (Medical Subject Headings) via E-utilities. Returns canonical term, scope note definition, subheadings, year introduced and CAS registry number.

azureblue

PubMed Scraper for RAG: Papers as Chunked JSON

devanshlive/pubmed-rag-extractor

Scrape PubMed citations by search term, MeSH, and article type. Returns RAG-ready JSON with full-text chunks from PMC Open Access (cl100k_base, 512/50) and abstract fallback. Drop-in for LangChain, LlamaIndex, Qdrant, Pinecone, Weaviate, pgvector. Skip GROBID / Pubmed Parser. $0.02 per paper.

Devansh Tiwari

MedlinePlus Health Topics — NLM Consumer Health API

azureblue/medlineplus-health-scraper

Search NLM MedlinePlus health topics. Returns title, synonyms, MeSH terms, categories and plain-English patient summaries written by medical experts.

azureblue

PubMed Scraper

labrat011/pubmed-scraper

Search 35M+ medical citations from PubMed/MEDLINE. Extract articles, abstracts, authors, MeSH terms, and citations for research, competitive intelligence, or AI/RAG pipelines. No API key required.

mick_

PubMed Research Article Scraper

taroyamada/pubmed-research-intelligence

Search PubMed with official NCBI E-utilities and export article, author, journal, PMID, DOI, publication type, and biomedical topic rows.

naoki anzai

NIH RePORTER Scraper

parseforge/nih-reporter-scraper

Scrape NIH research grant awards with 40+ fields per project. Get funding amounts, principal investigators, institutions, abstracts, spending categories, and geo coordinates. Filter by keyword, fiscal year, agency, and active status.

ParseForge

MedlinePlus Scraper

crawlerbros/medlineplus-scraper

Scrape MedlinePlus, NIH's free consumer health information service. Search health topics by keyword, look up by ICD-10 code, RxCUI drug code, or LOINC lab code. Trusted source from the National Library of Medicine.

Crawler Bros

PubMed Search Scraper

crawlerbros/pubmed-search-scraper

Search PubMed (NCBI E-utilities) for biomedical articles by keyword, date range, and article type. Returns title, authors, journal, abstract, DOI, MeSH terms, keywords, and citation. Free public API, no proxy, no cookies. Optional NCBI API key for higher rate limits.

Crawler Bros

🔍🚗 Mobile.de Scraper

3x1t/mobile-de-scraper

Effortlessly scrape car data from Germany's largest vehicle marketplace, Mobile.de. Get access to millions of entries of cars, motorbikes, etc. across Europe. Fast, cheap & reliable. Rental version for larger use cases.