SYSTEM all green source jlcpcb.com queue 12,844 parts p99 latency 215ms dataflirt.com · scraper/jlcpcb-com
RUN · 42 active pipelines · jlcpcb.com live

JLCPCB data,
at warehouse scale.

We extract SMT component libraries, live stock depths, PCB fabrication pricing matrices, and lead times from JLCPCB. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Components extracted
1.2M /run
Stock updates
4.8M /24h
Pricing matrices
142K /day
Active pipelines
42
Uptime
99.94%
Data Dictionary

Every field we extract from jlcpcb.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for SMT Parts Library objects from jlcpcb.com. All fields typed and schema-versioned.

part_numberlcsc_partmfr_partmanufacturercategorydescriptionpackage_typestock_depthbasic_partextended_partprice_tiersdatasheet_url
smt_parts library
● 200 OK
"lcsc_part": "C1756",
"mfr_part": "CC0402KRX7R9BB104",
"manufacturer": "YAGEO",
"package_type": "0402",
"stock_depth": 482910,
"basic_part": true,
"datasheet_url": "https://datasheet.lcsc.com/lcsc/1811151441_YAGEO-CC0402KRX7R9BB104_C1756.pdf"
# part_numberlcsc_partmfr_partmanufacturercategorydescription
1
2
3

Complete list of extractable fields for Component Pricing objects from jlcpcb.com. All fields typed and schema-versioned.

lcsc_partcurrencyqty_minqty_maxunit_pricediscount_pctstock_statusminimum_order_qtyreel_qtylast_updated
component_pricing
● 200 OK
"lcsc_part": "C1756",
"currency": "USD",
"qty_min": 100,
"unit_price": 0.0012,
"stock_status": "In Stock",
"minimum_order_qty": 50
# lcsc_partcurrencyqty_minqty_maxunit_pricediscount_pct
1
2
3

Complete list of extractable fields for PCB Fabrication Pricing objects from jlcpcb.com. All fields typed and schema-versioned.

layersdimensions_xdimensions_ythicknesscopper_weightsurface_finishsolder_mask_coloursilkscreen_colourvia_processqtybase_priceengineering_feebuild_time
pcb_fabrication pricing
● 200 OK
"layers": 4,
"thickness": 1.6,
"surface_finish": "ENIG",
"solder_mask_colour": "Green",
"qty": 5,
"base_price": 7.0,
"build_time": "2-3 days"
# layersdimensions_xdimensions_ythicknesscopper_weightsurface_finish
1
2
3

Complete list of extractable fields for 3D Printing & CNC objects from jlcpcb.com. All fields typed and schema-versioned.

service_typematerial_idmaterial_nametechnologydensityaccuracymax_build_sizelead_timeunit_price_cm3minimum_fee
3d_printing & cnc
● 200 OK
"service_type": "3D Printing",
"material_name": "SLA Resin",
"technology": "SLA",
"density": 1.12,
"lead_time": "48h",
"minimum_fee": 1.5
# service_typematerial_idmaterial_nametechnologydensityaccuracy
1
2
3

Complete list of extractable fields for Shipping & Lead Times objects from jlcpcb.com. All fields typed and schema-versioned.

country_codeshipping_methodweight_tiercostcurrencyestimated_days_minestimated_days_maxcarriercustoms_duties_included
shipping_& lead times
● 200 OK
"country_code": "US",
"shipping_method": "DHL Express",
"weight_tier": 1.5,
"cost": 24.5,
"estimated_days_min": 3,
"estimated_days_max": 5
# country_codeshipping_methodweight_tiercostcurrencyestimated_days_min
1
2
3

Capabilities

Hardware supply chain data — structured and ready

Our JLCPCB scraper navigates dynamic configurators, SMT part search databases, and LCSC stock syncs. We handle the JavaScript rendering and rate limits so you get clean BOM data.

SMT Library Extraction

Extract the entire SMT parts database, including LCSC part numbers, basic/extended classifications, and footprint parameters.

Real-Time Stock Tracking

Monitor inventory depths for critical components to avoid assembly delays caused by out-of-stock parts.

PCB Configurator Scraping

Simulate fabrication parameters (layers, dimensions, surface finish, via process) to extract dynamic pricing matrices.

LCSC Cross-Referencing

Map JLCPCB assembly parts directly to LCSC inventory data for comprehensive supply chain visibility.

BOM Costing Data

Capture tiered pricing structures for electronic components based on minimum order quantities and reel sizes.

3D Printing Material Specs

Extract pricing, density, and tolerance data for SLA, SLS, and SLM 3D printing materials.

Assembly Pricing Matrices

Scrape setup fees, stencil costs, and per-pad SMT placement costs across different assembly tiers.

Scheduled + Streaming Modes

Run daily diffs on the SMT library or trigger real-time stock checks for specific critical components.

Multi-Currency Support

Extract pricing in USD, EUR, GBP, or other supported currencies directly from the platform configurators.

// engagement pipeline

From component search to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide LCSC part numbers, PCB parameter ranges, or target categories. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for jlcpcb.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, price-outlier detection, and sample payloads before full launch.

Delivery
ongoing

JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our JLCPCB pipeline handles the hard parts

Hardware pricing platforms rely on client-side calculation and strict search limits. Here is how we maintain reliable extraction.

pipeline-monitor · jlcpcb.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Dynamic configurators
Playwright hydration for pricing logic

JLCPCB PCB and 3D printing prices are calculated client-side via complex JavaScript. We run full browser sessions to input parameters, trigger the calculation logic, and extract the resulting cost matrices.

Rate limiting
Residential proxy rotation

Searching the massive SMT component library triggers aggressive rate limits. We distribute requests across thousands of residential IPs to maintain high throughput without triggering IP bans.

Data synchronisation
LCSC inventory merging

JLCPCB relies on LCSC for component stock. Our pipelines handle the cross-referencing between the platforms to ensure stock depth numbers reflect true availability.

Schema stability
Resilient selectors with fallback chains

Frontend updates to the quoting engine are frequent. We use multiple fallback chains per field — CSS selectors, XPath, and internal API interception — ensuring continuous data flow.

Monitoring
24/7 pipeline health

Every run emits structured logs to our observability stack. We alert on stock null-rate spikes and schema drift, resolving issues before they impact your downstream tools.

Applications

Who uses JLCPCB data — and how

Teams across industries use jlcpcb.com data to build competitive products and smarter operations.

01
BOM Cost Optimisation

Hardware teams ingest component pricing to dynamically optimise Bill of Materials costs during the design phase.

02
Supply Chain Monitoring

Procurement systems track SMT stock depths to trigger alerts when critical ICs face inventory shortages.

03
Competitor Price Intelligence

Rival PCB fabricators monitor JLCPCB pricing matrices across layer counts and surface finishes to adjust their own quoting engines.

04
EDA Tool Integration

Electronic Design Automation software providers integrate live JLCPCB basic/extended part classifications directly into their routing tools.

05
Hardware Startup Cost Estimation

Startups build internal dashboards to forecast prototyping and low-volume production costs automatically.

06
Market Research

Analysts track component availability trends to gauge broader semiconductor and passive component supply chain health.

Why DataFlirt

"JLCPCB defines global baseline pricing for hardware prototyping — but accessing their component library and SMT stock at scale requires bypassing complex dynamic configurators."

Extracting hardware manufacturing data involves more than simple HTTP GET requests. JLCPCB relies on heavy JavaScript pricing calculators, dynamic stock indicators synced with LCSC, and strict rate limits on component searches. DataFlirt manages the proxy rotation, headless execution, and schema parsing so your engineers can focus on hardware design and supply chain analysis.

Technical Spec

JLCPCB scraper — technical capabilities

Everything supported by our jlcpcb.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for PCB pricing calculators
Supported
CAPTCHA bypass
Automated solver integration for search rate limits
Supported
SMT Library extraction
Full catalogue parsing including basic vs extended classification
Supported
PCB calculator simulation
Automated parameter injection for matrix generation
Supported
LCSC stock sync
Cross-reference LCSC inventory with JLCPCB assembly parts
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed stock or price
Supported
Webhook delivery
HTTP POST per record for real-time stock alerts
Supported
Gerber file upload & DFM analysis
Requires actual file processing and authenticated session simulation
Partial
User order history
Gated data requires account credentials and authentication bypass
Partial
Infrastructure

Infrastructure powering the JLCPCB pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across US/UK/DE regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested — schema versioned per run
CSV
Flat file with typed columns — Excel/Sheets compatible
XLS
Formatted spreadsheet for direct procurement use
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery — compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
Queryable REST endpoints for specific component lookups
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About jlcpcb.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping JLCPCB legal?

Scraping publicly available pricing and component data is generally permissible under applicable law. DataFlirt targets only public, non-authenticated quoting engines and library data. We do not extract personal data or circumvent authentication walls. Clients should review JLCPCB's ToS and consult legal counsel for specific use cases.

How do you handle JLCPCB's dynamic calculators?

We use full Playwright browser sessions to interact with the quoting interface. Our automation selects parameters (layers, dimensions, materials), waits for the client-side JavaScript calculation to complete, and extracts the resulting price matrices.

Can you distinguish between Basic and Extended SMT parts?

Yes. Every component record extracted from the SMT library includes a boolean flag indicating whether JLCPCB classifies it as a Basic part (no feeder change fee) or an Extended part.

How fresh is the component stock data?

Stock levels can be extracted at daily, hourly, or near real-time cadences depending on your pipeline configuration. We cross-reference LCSC data to ensure accuracy.

Do you extract 3D printing and CNC machining prices?

Yes. We support extraction from all JLCPCB manufacturing divisions, including SLA/SLS 3D printing materials, CNC machining tolerances, and associated pricing tiers.

What is the minimum viable engagement?

Our minimum engagement typically starts with a defined list of 5,000 to 50,000 LCSC part numbers for stock monitoring, or a fixed matrix of PCB parameters for price tracking. Contact us to scope your specific requirements.

$ dataflirt scope --new-project --source=jlcpcb.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a daily sync of the SMT parts library or continuous monitoring for component stock levels — we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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