ChEMBL website screenshot

ChEMBL

ChEMBL is a manually curated database of bioactive molecules with drug-like properties, maintained by the EMBL-EBI. It provides a REST API for accessing bioactive molecules, drug targets, bioactivity data, approved drugs, clinical trial compounds, and cheminformatics utilities to support drug discovery research.

2 APIs 0 Features
Drug DiscoveryBioactivityMoleculesCheminformaticsLife SciencesBioinformaticsPharmacologyEMBL-EBI

APIs

ChEMBL Data API

REST API providing access to ChEMBL database content including bioactive molecules, drug targets, bioactivity measurements, approved drugs, assay data, and clinical trial compou...

ChEMBL Cheminformatics Utilities API

Cheminformatics utility services (ChEMBL Beaker) providing chemical structure standardization, physico-chemical property calculation, format conversion, and structural analysis ...

Pricing Plans

Plans

1 plans

PLANS

Rate Limits

Rate Limits

0 limits

RATE LIMITS

FinOps

Finops

FINOPS

Example Payloads

Activity Example

2 fields

EXAMPLE

Molecule Example

2 fields

EXAMPLE

Similarity Search Example

4 fields

EXAMPLE

Resources

🔗
License
License
📜
TermsOfService
TermsOfService
🔗
PythonClient
PythonClient
🟢
Status
Status

Sources

Raw ↑
name: ChEMBL
description: ChEMBL is a manually curated database of bioactive molecules with drug-like properties, maintained by the EMBL-EBI.
  It provides a REST API for accessing bioactive molecules, drug targets, bioactivity data, approved drugs, clinical trial
  compounds, and cheminformatics utilities to support drug discovery research.
image: https://www.ebi.ac.uk/chembl/static/chembl/img/chembl_logo.png
url: https://www.ebi.ac.uk/chembl/
created: '2026-06-13'
modified: '2026-06-13'
specificationVersion: '0.19'
apis:
- name: ChEMBL Data API
  description: REST API providing access to ChEMBL database content including bioactive molecules, drug targets, bioactivity
    measurements, approved drugs, assay data, and clinical trial compound information.
  image: https://www.ebi.ac.uk/chembl/static/chembl/img/chembl_logo.png
  humanURL: https://chembl.gitbook.io/chembl-interface-documentation/web-services/chembl-data-web-services
  baseURL: https://www.ebi.ac.uk/chembl/api/data/
  version: ChEMBL_37
  tags:
  - Drug Discovery
  - Bioactivity
  - Molecules
  - Cheminformatics
  - Life Sciences
  properties:
  - type: Documentation
    url: https://chembl.gitbook.io/chembl-interface-documentation/web-services/chembl-data-web-services
  - type: OpenAPI
    url: https://www.ebi.ac.uk/chembl/api/data/docs
  - type: OpenAPI
    url: openapi/openapi.json
  - type: TermsOfService
    url: https://www.ebi.ac.uk/about/terms-of-use/
  contact:
  - FN: ChEMBL Team
    email: chembl-help@ebi.ac.uk
    url: https://www.ebi.ac.uk/chembl/
  resources:
  - name: Activity
    description: Activity values recorded in an assay
    url: https://www.ebi.ac.uk/chembl/api/data/activity
  - name: Assay
    description: Experimental protocol and result details from source documents and datasets
    url: https://www.ebi.ac.uk/chembl/api/data/assay
  - name: ATC Classification
    description: WHO Anatomical Therapeutic Chemical classification system for drugs
    url: https://www.ebi.ac.uk/chembl/api/data/atc_class
  - name: Binding Site
    description: Target binding site definitions used in assays
    url: https://www.ebi.ac.uk/chembl/api/data/binding_site
  - name: Biotherapeutic
    description: Biotherapeutic molecules including HELM notation and sequence data
    url: https://www.ebi.ac.uk/chembl/api/data/biotherapeutic
  - name: Cell Line
    description: Cell line information used in assays
    url: https://www.ebi.ac.uk/chembl/api/data/cell_line
  - name: ChEMBL ID Lookup
    description: Identify entity type for a given ChEMBL ID
    url: https://www.ebi.ac.uk/chembl/api/data/chembl_id_lookup
  - name: Compound Record
    description: Occurrence of a compound in a specific document
    url: https://www.ebi.ac.uk/chembl/api/data/compound_record
  - name: Compound Structural Alert
    description: Structural anomalies and alerts identified in compounds
    url: https://www.ebi.ac.uk/chembl/api/data/compound_structural_alert
  - name: Document
    description: Source documents and datasets from which assay data is derived
    url: https://www.ebi.ac.uk/chembl/api/data/document
  - name: Document Similarity
    description: Documents similar to a given source document
    url: https://www.ebi.ac.uk/chembl/api/data/document_similarity
  - name: Document Term
    description: Keywords extracted from a document using the TextRank algorithm
    url: https://www.ebi.ac.uk/chembl/api/data/document_term
  - name: Drug
    description: Approved drugs information including applicants, patent numbers, and research codes
    url: https://www.ebi.ac.uk/chembl/api/data/drug
  - name: Drug Indication
    description: Drug-disease associations with clinical trial and regulatory references
    url: https://www.ebi.ac.uk/chembl/api/data/drug_indication
  - name: Drug Warning
    description: Safety information for withdrawn or black-box warned drugs
    url: https://www.ebi.ac.uk/chembl/api/data/drug_warning
  - name: GO Slim
    description: Gene ontology slim classifications for targets
    url: https://www.ebi.ac.uk/chembl/api/data/go_slim
  - name: Image
    description: SVG molecular structure image representations
    url: https://www.ebi.ac.uk/chembl/api/data/image
  - name: Mechanism
    description: Mechanism of action information for approved drugs
    url: https://www.ebi.ac.uk/chembl/api/data/mechanism
  - name: Metabolism
    description: Metabolic pathways with substrate, product, and enzyme references
    url: https://www.ebi.ac.uk/chembl/api/data/metabolism
  - name: Molecule
    description: Molecule information including properties, structural representations, and synonyms
    url: https://www.ebi.ac.uk/chembl/api/data/molecule
  - name: Molecule Form
    description: Parent-salt relationships for molecules
    url: https://www.ebi.ac.uk/chembl/api/data/molecule_form
  - name: Organism
    description: Organism classification information
    url: https://www.ebi.ac.uk/chembl/api/data/organism
  - name: Protein Classification
    description: Target protein family classification hierarchy
    url: https://www.ebi.ac.uk/chembl/api/data/protein_class
  - name: Similarity
    description: Molecule similarity searching using Tanimoto coefficient
    url: https://www.ebi.ac.uk/chembl/api/data/similarity
  - name: Source
    description: Source information for documents and datasets
    url: https://www.ebi.ac.uk/chembl/api/data/source
  - name: Status
    description: API operational status and ChEMBL database version information
    url: https://www.ebi.ac.uk/chembl/api/data/status
  - name: Substructure
    description: Molecular substructure searching
    url: https://www.ebi.ac.uk/chembl/api/data/substructure
  - name: Target
    description: Targets (protein and non-protein) defined in assays
    url: https://www.ebi.ac.uk/chembl/api/data/target
  - name: Target Component
    description: Target sequence information and component details
    url: https://www.ebi.ac.uk/chembl/api/data/target_component
  - name: Target Relation
    description: Inter-target relationships
    url: https://www.ebi.ac.uk/chembl/api/data/target_relation
  - name: Tissue
    description: Tissue classification information
    url: https://www.ebi.ac.uk/chembl/api/data/tissue
  - name: X-Ref
    description: Cross-references to external chemical and biological databases
    url: https://www.ebi.ac.uk/chembl/api/data/xref_source
- name: ChEMBL Cheminformatics Utilities API
  description: Cheminformatics utility services (ChEMBL Beaker) providing chemical structure standardization, physico-chemical
    property calculation, format conversion, and structural analysis tools powered by RDKit and the ChEMBL Structure Pipeline.
  image: https://www.ebi.ac.uk/chembl/static/chembl/img/chembl_logo.png
  humanURL: https://chembl.gitbook.io/chembl-interface-documentation/web-services/cheminformatic-utils-web-services
  baseURL: https://www.ebi.ac.uk/chembl/api/utils/
  version: ChEMBL_37
  tags:
  - Cheminformatics
  - Structure Standardization
  - Drug Discovery
  - Life Sciences
  properties:
  - type: Documentation
    url: https://chembl.gitbook.io/chembl-interface-documentation/web-services/cheminformatic-utils-web-services
  - type: OpenAPI
    url: https://www.ebi.ac.uk/chembl/api/utils/docs
  - type: TermsOfService
    url: https://www.ebi.ac.uk/about/terms-of-use/
  contact:
  - FN: ChEMBL Team
    email: chembl-help@ebi.ac.uk
    url: https://www.ebi.ac.uk/chembl/
  resources:
  - name: Standardize
    description: Apply ChEMBL Structure Pipeline standardization to molecules
    url: https://www.ebi.ac.uk/chembl/api/utils/standardize
  - name: Check
    description: Check a molecule for issues using ChEMBL Structure Pipeline
    url: https://www.ebi.ac.uk/chembl/api/utils/check
  - name: Exclude
    description: Identify structures that would be excluded from ChEMBL
    url: https://www.ebi.ac.uk/chembl/api/utils/exclude
  - name: Get Parent
    description: Remove salts and solvates using ChEMBL Structure Pipeline
    url: https://www.ebi.ac.uk/chembl/api/utils/getParent
  - name: Descriptors
    description: Calculate all RDKit physico-chemical descriptors for a molecule
    url: https://www.ebi.ac.uk/chembl/api/utils/descriptors
  - name: ChEMBL Descriptors
    description: Calculate ChEMBL-specific physico-chemical descriptors
    url: https://www.ebi.ac.uk/chembl/api/utils/chemblDescriptors
  - name: Status
    description: Operational status and version of the cheminformatics utilities service
    url: https://www.ebi.ac.uk/chembl/api/utils/status
common:
- type: Authentication
  value: None - public API, no key required
- type: Formats
  value: JSON, XML, YAML, SDF (compounds), SVG (images)
- type: Pagination
  value: Offset-based pagination with configurable limit (default 20 records per page)
- type: Filtering
  value: URL-friendly query language with operators including exact, contains, startswith, endswith, regex, gt/gte, lt/lte,
    range, in, isnull, and full-text search
- type: License
  url: https://creativecommons.org/licenses/by-sa/3.0/
  value: Creative Commons Attribution-ShareAlike 3.0 Unported
- type: TermsOfService
  url: https://www.ebi.ac.uk/about/terms-of-use/
- type: PythonClient
  url: https://github.com/chembl/chembl_webresource_client
  value: Official Python client available via pip install chembl_webresource_client
- type: Status
  url: https://www.ebi.ac.uk/chembl/api/data/status/
maintainers:
- FN: ChEMBL Team
  email: chembl-help@ebi.ac.uk
  url: https://www.ebi.ac.uk/chembl/
tags:
- Drug Discovery
- Bioactivity
- Molecules
- Cheminformatics
- Life Sciences
- Bioinformatics
- Pharmacology
- EMBL-EBI