ChEMBL Targets Scraper

parseforge/chembl-targets-scraper

Query the ChEMBL target catalog by ID, keyword, organism, or target type. Records include target ChEMBL ID, preferred name, organism, target type, gene symbol, tax ID, components with accession and description, and cross references. Useful for drug discovery research and target review.

Normalize CSV and JSON rows into stable, typed, automation-ready records.

ChEMBL Molecules Scraper - Compound Metadata

benthepythondev/chembl-molecules-scraper

Search ChEMBL molecules and export compound IDs, names, molecule type, development phase, formula, weight, ALogP, SMILES and links.

Clean and normalize JSON/CSV data: trim whitespace, lowercase emails, normalize phone numbers and dates, drop empty values/rows, and deduplicate by a field.

ChEMBL Assays Scraper

parseforge/chembl-assays-scraper

Query the ChEMBL assay catalog by assay ID, target, keyword, type, organism, or confidence score. Records carry assay ID, description, type, category, organism, strain, tissue, target, document, confidence score, BAO label, and relationship type. Useful for drug discovery research.

ChEMBL Compounds Scraper

parseforge/chembl-compounds-scraper

Browse the ChEMBL bioactive molecule catalogue by max clinical phase from preclinical through approved drugs. Returns molecule identifiers, molecular weight, standard InChI, and structural data. Paginate by molregno. Useful for drug discovery, cheminformatics, and pharma research.

ChEMBL Molecules Scraper

parseforge/chembl-molecules-scraper

Scrape molecules from EBI ChEMBL public API including SMILES, InChI, molecular properties (MW, logP, HBA, HBD, PSA, RTB), max phase, ATC classifications, oral/parenteral/topical flags, first approval, black box warning, prodrug and withdrawn flag. No API key required.

Transform company name normalizer inputs into structured rows, clear errors, confidence signals, and automation-ready output.

Check DOI lists against public Crossref updates and Retraction Watch records, then emit one deterministic correction-status row per DOI with provenance, warnings, and stable evidence hashes. Invalid or source-failed DOI checks are uncharged.