# oxylabs/ai-scraper-py — health index 25/100 (Critical)

> Inspection of the public repository oxylabs/ai-scraper-py by inspect.software. It holds a health index of 25 out of 100, placing it in the Critical band. The index is a signal derived from publicly visible practice, not a warranty, a security audit, or an endorsement, and it is independent of payment.

- Repository: https://github.com/oxylabs/ai-scraper-py
- Report page: https://inspect.software/software/oxylabs/ai-scraper-py
- Full JSON report: https://inspect.software/api/repositories/oxylabs/ai-scraper-py/report
- Badge: https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/oxylabs/ai-scraper-py.svg
- Inspected: 2026-07-21
- Methodology: metrics 1.13.0, report schema 0.23.0 (https://inspect.software/methodology.md)

## Category summary

| Category | Weight | Index | Band |
|---|---|---|---|
| Vitality | 22% | 13/100 | Critical |
| Community & Adoption | 18% | 38/100 | At risk |
| Sustainability & Governance | 24% | 30/100 | At risk |
| Engineering Quality | 20% | 21/100 | Critical |
| Security | 16% | 22/100 | Critical |
| AI Readiness | not counted | 1/100 | Critical |

## Repository facts

| Field | Value |
|---|---|
| Description | AI Scraper is a powerful scraping tool and scrape agent built to automate data extraction with unmatched precision. Ideal for scalable AI scraping tasks across diverse web sources, this tool simplifies complex scraping operations into efficient, intelligent workflows. |
| Stars | 850 |
| Forks | 3 |
| Created | 2025-09-25 |
| Last push | 2026-04-02 |
| Commits (last year) | 9 |
| Bus factor | 1 |
| Topics | ai-agent, ai-scraper, ai-scraping, ai-studio, open-source-ai, scraper-api, scraper-api-github, web-scraper |

## Vitality — 13/100 (Critical)

Is the project alive — is code being written and are releases shipping? Weight: 22% of the overall index.

### Development activity — 21/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Push recency | partial | 9.9 / 36 | last push 110 days ago |
| Commit cadence | partial | 2.1 / 36 | 3/52 weeks with commits |
| Commit volume | partial | 9 / 18 | 9 commits in the last year |
| OpenSSF Scorecard: Maintained | not met | 0 / 10 | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |

### Release discipline — 1/100 (Critical)

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ships releases | not met | 0 / 27 | no releases published |
| Release recency | not met | 0 / 36 | no releases |
| Release cadence | not met | 0 / 27 | no releases |
| OpenSSF Scorecard: Signed-Releases | excluded | 0 / 10 | no releases found |

### Abandonment — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Project is still maintained | met | 100 / 100 | last human commit 110 days ago |

## Community & Adoption — 38/100 (At risk)

Does the project have users, downloads, attention, and a welcoming setup for contributors? Weight: 18% of the overall index.

### Popularity & adoption — 50/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Stars | partial | 47.5 / 60 | 850 stars |
| Forks | partial | 2.5 / 25 | 3 forks |
| Watchers | not met | 0 / 15 | 0 watchers |

### Community health — 25/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 22.5 / 22.5 | — |
| License | not met | 0 / 22.5 | no license file detected |
| CONTRIBUTING guide | not met | 0 / 18 | — |
| Code of conduct | not met | 0 / 13.5 | — |
| Issue template | not met | 0 / 7.2 | — |
| PR template | not met | 0 / 6.3 | — |

## Sustainability & Governance — 30/100 (At risk)

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep? Weight: 24% of the overall index.

### Maintainer resilience (bus factor) — 17/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Bus factor | partial | 9 / 54 | 1 contributor(s) cover half of all commits |
| Commit distribution | partial | 5 / 22.5 | top contributor authored 78% of commits |
| Contributor breadth | partial | 2.7 / 13.5 | 2 contributors |
| OpenSSF Scorecard: Contributors | not met | 0 / 10 | project has 0 contributing companies or organizations -- score normalized to 0 |

### Issue & PR responsiveness — 1/100 (Critical)

Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Issue resolution | excluded | 0 / 46.8 | no issues or no data |
| PR acceptance | excluded | 0 / 38.2 | no decided pull requests or no data |
| OpenSSF Scorecard: Code-Review | not met | 0 / 15 | Found 0/9 approved changesets -- score normalized to 0 |

### Ownership & stewardship — 76/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ownership backing | met | 30 / 30 | organization-owned |
| Verified domain | not met | 0 / 20 | — |
| Owner reach | partial | 20.7 / 25 | 764 followers of oxylabs |
| Track record | met | 25 / 25 | 188 public repos, account ~7 yr old |

## Engineering Quality — 21/100 (Critical)

Are baseline engineering and documentation practices in place? Weight: 20% of the overall index.

### Engineering practices — 1/100 (Critical)

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| CI workflows | not met | 0 / 24 | — |
| Tests present | not met | 0 / 24 | — |
| Linter config | not met | 0 / 16 | — |
| Pre-commit hooks | not met | 0 / 9.6 | — |
| .editorconfig | not met | 0 / 6.4 | — |
| OpenSSF Scorecard: CI-Tests | excluded | 0 / 20 | no pull request found |

### Documentation — 50/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 30 / 30 | — |
| Documentation directory | not met | 0 / 25 | — |
| Documentation / homepage site | not met | 0 / 15 | — |
| Repository description | met | 10 / 10 | — |
| Topics | met | 10 / 10 | 8 topics |
| Wiki | not met | 0 / 10 | — |

## Security — 22/100 (Critical)

Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure? Weight: 16% of the overall index.

### Security posture — 22/100 (Critical)

Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Binary-Artifacts | met | 7.5 / 7.5 | no binaries found in the repo |
| Branch-Protection | not met | 0 / 7.5 | branch protection not enabled on development/release branches |
| CI-Tests | excluded | 0 / 2.5 | no pull request found |
| CII-Best-Practices | not met | 0 / 2.5 | no effort to earn an OpenSSF best practices badge detected |
| Code-Review | not met | 0 / 7.5 | Found 0/9 approved changesets -- score normalized to 0 |
| Contributors | not met | 0 / 2.5 | project has 0 contributing companies or organizations -- score normalized to 0 |
| Dangerous-Workflow | excluded | 0 / 10 | no workflows found |
| Dependency-Update-Tool | not met | 0 / 7.5 | no update tool detected |
| Fuzzing | not met | 0 / 5 | project is not fuzzed |
| License | not met | 0 / 2.5 | license file not detected |
| Maintained | not met | 0 / 7.5 | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| Packaging | excluded | 0 / 5 | packaging workflow not detected |
| Pinned-Dependencies | excluded | 0 / 5 | no dependencies found |
| SAST | not met | 0 / 5 | no SAST tool detected |
| Security-Policy | not met | 0 / 5 | security policy file not detected |
| Signed-Releases | excluded | 0 / 7.5 | no releases found |
| Token-Permissions | excluded | 0 / 7.5 | No tokens found |
| Vulnerabilities | met | 7.5 / 7.5 | 0 existing vulnerabilities detected |

## AI Readiness — 1/100 (Critical)

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

### Agent context & guidance — 1/100 (Critical)

Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Agent instructions | not met | 0 / 45 | no CLAUDE.md / AGENTS.md / editor rules |
| Machine-readable docs (llms.txt) | not met | 0 / 15 | — |
| Legible commit history | excluded | 0 / 40 | no data |

### Verify loop (build / test / typecheck) — 1/100 (Critical)

Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| One-command bootstrap | not met | 0 / 18 | — |
| Automated tests | not met | 0 / 22 | — |
| Lint / format config | not met | 0 / 11 | — |
| Static type checking | not met | 0 / 11 | — |
| Reproducible environment | not met | 0 / 10 | — |
| Demonstrated agent practice | excluded | 0 / 10 | no data |
| Automated maintenance | excluded | 0 / 8 | no data |
| OpenSSF Scorecard: Pinned-Dependencies | excluded | 0 / 10 | no dependencies found |

## Collection warnings

- Language breakdown unavailable
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

## What this report is

inspect.software measures public repositories against a single published, versioned methodology and reports the result as a 1–100 health index. Findings are signals derived from what is visible in public repository data — they are not a security audit, a warranty, or an endorsement, and no result depends on payment.

- Methodology, formulas and weights: https://inspect.software/methodology.md
- What a result does and does not claim: https://inspect.software/wiki/signals-not-warranties.md
- Rating bands: https://inspect.software/wiki/scoring-bands.md
- Corrections: https://inspect.software/contact.md
- Index of all documents: https://inspect.software/llms.txt