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URL: https://apify.com/parseforge/biomodels-models-scraper

⇱ BioModels Models Scraper Β· Apify


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BioModels Models Scraper

Search the EMBL EBI BioModels repository with any free text query for published systems biology models. Returns model identifier, name, publication, authors, format, and submission date. Useful for computational biology research, model reuse, and SBML simulation pipeline bootstrapping.

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from $7.50 / 1,000 results

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πŸ‘ ParseForge

ParseForge

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25 days ago

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🧠 BioModels Models Scraper

πŸš€ Export curated biological models from the EBI BioModels repository.

πŸ•’ Last updated 2026-06-05 Β· πŸ“Š 10 fields per record Β· public data Β· ready in seconds

One row per model with name, format, submitter, submission and publication metadata.

🎯 Target AudienceπŸ’‘ Primary Use Cases
πŸ”¬ ResearchersBulk export reference data for analysis
πŸ“Š Data analystsBuild clean datasets without writing client code
πŸ§ͺ BioinformaticiansSnapshot public API responses on a schedule
🏒 Health and life-science teamsMirror public reference data into a warehouse
πŸ‘©β€πŸ’» DevelopersSkip writing yet another REST client

πŸ“‹ What this scraper does

  • Calls the public source endpoint and parses the response.
  • Normalises each record into a flat row with stable field names.
  • Streams results straight into the dataset for instant export.
  • Surfaces upstream errors as a single error record instead of crashing.

πŸ’‘ Why it matters Public data is often locked behind awkward shapes, pagination tricks, and rate limits. This actor handles all of that and hands you a clean table.

🎬 Full Demo

🚧 Coming soon.

βš™οΈ Input

FieldTypeRequiredDescription
querystringNoBioModels search query (e.g. covid, glycolysis).
maxItemsintegerNoFree users 10. Paid users up to 1,000,000. Prefill 10.

Example

{
"query":"covid",
"maxItems":10
}

⚠️ Good to Know Free runs return up to 10 records. Upgrade for full datasets.

πŸ“Š Output

Each record is a flat object.

FieldTypeDescription
πŸ†” idstringBioModels ID.
🏷️ namestringModel name.
πŸ“„ formatstringModel format (SBML, etc.).
πŸ‘€ submitterstringSubmitter name.
πŸ“… submissionDatestringSubmission date.
πŸ•’ lastModifiedstringLast modified date.
πŸ“° publicationIdstringLinked publication ID.
πŸ”— urlstringBioModels detail URL.
πŸ•’ scrapedAtstringWhen this row was fetched.
❌ errorstringSet if upstream returned an error.

Sample record

{
"id":"example",
"name":"example",
"format":"example",
"submitter":"example",
"submissionDate":"example",
"lastModified":"example",
"publicationId":"example",
"url":"example",
"scrapedAt":"2026-06-05T00:00:00.000Z",
"error":null
}

✨ Why choose this Actor

| πŸ†“ | Works with the source's public endpoint. No login required. | | 🧹 | Clean snake_case field names. | | πŸ”’ | Numeric fields cast to numbers. | | πŸ›Ÿ | Upstream errors surfaced as a clean error record. | | πŸ’Ύ | One click export from the Apify dataset UI. |

πŸ“ˆ How it compares to alternatives

ApproachSetup timeClean fieldsRate-limit handling
Roll your own client30 min +❌❌
Public dashboardsLimited filterspartial❌
This Actor5 secβœ…βœ…

πŸš€ How to use

  1. Click Try for free.
  2. Fill in the inputs or accept the prefilled defaults.
  3. Click Start. Your dataset is ready in seconds.

πŸ’Ό Business use cases

πŸ“Š Reporting. Schedule a daily run and pipe the results to your BI tool.

πŸ€– ML feature engineering. Use this dataset as a reference table joined to your training data.

πŸ” Research. Snapshot the public source for reproducible analyses.

🏒 Internal mirrors. Mirror public data into your own warehouse on a schedule.

πŸ”Œ Automating BioModels Models Scraper

  • Make and Zapier trigger a run on a schedule and push results to Airtable, Google Sheets, or Slack.
  • Cron schedule native Apify scheduler.
  • Webhooks receive a POST when a run finishes.
  • Warehouse pipes push straight into BigQuery, Snowflake, or Postgres.

🌟 Beyond business use cases

πŸŽ“ Education. Teach a class without paying for licensed data.

πŸ§ͺ Personal research. Build your own dashboards.

🀝 Non profit and open data. Power public dashboards.

🧰 Tinkering and prototyping. Spin up reference data in seconds.

πŸ€– Ask an AI assistant about this scraper

Paste this README into your AI assistant and ask it to map your workflow to the actor's inputs.

❓ Frequently Asked Questions

❓ Do I need an account? Yes, an Apify account. The source itself is public.

❓ Is there a rate limit? The source's public rate limits apply. The actor surfaces any errors as records.

❓ How fresh is the data? Every run hits the live source.

❓ Can I schedule runs? Yes, use Apify's scheduler.

❓ Can I filter? Yes, see the input fields above.

❓ What export formats are available? Every standard Apify dataset format.

❓ Will the schema change? Field names listed above are stable.

❓ Is this scraping or API? Public API.

❓ Can I run it once for free? Yes, a small preview run.

❓ Where do I get help? Open a ticket in the actor page.

πŸ”Œ Integrate with any app

Apify ships native integrations with Make, Zapier, Slack, Discord, Google Drive, Google Sheets, Gmail, Airbyte, Keboola, Telegram, GitHub, and any REST or webhook endpoint.

πŸ”— Recommended Actors

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πŸ’‘ Pro Tip browse the complete ParseForge collection for 900+ production-grade scrapers.


Disclaimer This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site's terms of service and applicable law. Create a free account w/ $5 credit.

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