We extract project metadata, version histories, cryptographic hashes, and download analytics from FossHub. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Project Metadata objects from fosshub.com. All fields typed and schema-versioned.
"project_id": "fh-audacity", "title": "Audacity", "developer": "Muse Group", "category": "Audio Editors", "license": "GPL", "total_downloads": 142859102, "rating": 4.8
| # | project_id | title | developer | category | license | total_downloads |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Release History objects from fosshub.com. All fields typed and schema-versioned.
"version_string": "3.4.2", "release_date": "2023-11-21", "supported_os": "Windows 64-bit", "file_size_bytes": 41943040, "architecture": "x86_64", "primary_download_url": "https://fosshub.com/Audacity.html/audacity-win-3.4.2-64bit.exe"
| # | version_string | release_date | changelog | supported_os | primary_download_url | file_size_bytes |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for File Analytics objects from fosshub.com. All fields typed and schema-versioned.
"filename": "audacity-win-3.4.2-64bit.exe", "sha256_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "md5_hash": "d41d8cd98f00b204e9800998ecf8427e", "file_size": "40.0 MB", "download_count": 845192, "upload_date": "2023-11-20T14:32:00Z"
| # | filename | sha256_hash | md5_hash | file_size | download_count | mirror_urls |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Developer Info objects from fosshub.com. All fields typed and schema-versioned.
"developer_name": "qBittorrent Team", "website_url": "https://www.qbittorrent.org", "donation_url": "https://www.qbittorrent.org/donate", "total_projects": 1, "total_downloads": 89210443, "joined_date": "2014-05-12"
| # | developer_name | website_url | donation_url | total_projects | total_downloads | joined_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Category & Search objects from fosshub.com. All fields typed and schema-versioned.
"category_name": "P2P", "rank_position": 1, "keyword": "torrent client", "project_title": "qBittorrent", "rating": 4.9, "scraped_at": "2026-05-12T09:14:33Z"
| # | category_name | sub_category | rank_position | keyword | project_title | rating |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our FossHub scraper handles the entire open-source registry: project listings, version histories, cryptographic hashes, and download telemetry — with JavaScript rendering and anti-bot circumvention built in.
Title, category, license type, description, and developer metadata extracted for every listed software project.
Capture semantic version strings, release dates, architecture targets, and OS compatibility matrix for all historical releases.
Extract SHA256, SHA1, and MD5 checksums for binary verification and supply chain security auditing.
Track aggregate project downloads and individual file download counters to measure software adoption velocity.
Extract developer websites, donation URLs, and contact methods associated with open-source maintainers.
Traverse the entire FossHub category tree to map software relationships and category rankings.
Parse unstructured release notes and changelogs into clean, queryable text fields per version.
Map binaries to their intended operating systems (Windows, macOS, Linux) and architectures (x86_64, ARM64).
Run one-off bulk exports or configure continuous pipelines at hourly, daily, or real-time cadences with change-detection diffing.
Brief in. Clean data out.
Provide project URLs, category targets, or search keywords. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for fosshub.com.
Schema validation, null-rate checks, and hash-format verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
FossHub protects its infrastructure from automated scraping. Here is how we maintain stable extraction.
FossHub uses rate limiting and bot protection to secure download bandwidth. Our crawlers use residential ISP proxies with realistic browser fingerprints and full cookie session management to bypass IP blocks.
FossHub obscures direct download URLs behind JavaScript logic and temporary tokens. We use Playwright to execute the necessary client-side code and extract the final resolved URLs and hashes.
We use multiple fallback chains per field — CSS selectors, XPath, and text-pattern matching — ensuring layout updates on project pages do not break your data feed.
For large catalogues, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, saving compute cost and providing a clean changelog of version updates.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, missing hashes, and coverage drops — responding before you notice.
Security researchers track software versions, developer metadata, and update frequencies to map the open-source ecosystem.
Threat intelligence platforms ingest SHA256 hashes to cross-reference known good binaries and detect supply chain compromises.
Enterprise IT teams monitor FOSS dependencies for new releases and deprecated versions.
Commercial software vendors track download velocity of open-source alternatives to gauge market share shifts.
Analysts track category rankings and download metrics to identify trending software categories and consumer demand.
Security teams correlate release dates and version strings with CVE databases to track patch availability.
"FossHub hosts critical infrastructure and consumer software, but tracking version drift and download velocity requires dedicated extraction pipelines."
Most teams underestimate the investment required: reliable FossHub scraping requires residential proxies, full JavaScript rendering for download tokens, daily selector maintenance, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis — not the infrastructure.
Everything supported by our fosshub.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across global regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About fosshub.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from FossHub is generally permissible under applicable law. DataFlirt targets only public, non-authenticated project metadata, hashes, and download statistics. We do not extract personal data or circumvent authentication walls. Clients should review FossHub's ToS and consult legal counsel for specific use cases.
We use Playwright to execute the required JavaScript on the project pages, allowing the client-side logic to generate the final download URLs and expose the associated cryptographic hashes.
No. Our pipelines extract metadata, version histories, checksums, and download URLs. We do not download, store, or redistribute the binary files hosted on FossHub.
Pipelines can be configured to run daily or hourly depending on your requirements. Change detection ensures you receive updates immediately when a new version is published.
Yes. Every pipeline run produces timestamped snapshots. We maintain a time-series table per project for download counts, allowing you to calculate daily or weekly download velocity.
Our packages start at a defined project list with weekly delivery. For full-catalogue extraction or custom schema requirements, we price based on volume and delivery frequency. Contact us for a scoped quote.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off project catalog dump or a continuous version-monitoring feed — we scope, build, and operate the pipeline. Tell us what you need.
