Grounded Mcp

C 69 completed
Api
cli / python · tiny
8
Files
199
LOC
0
Frameworks
4
Languages

Pipeline State

completed
Run ID
#364955
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_tiny
Novelty
26.74
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #49487
Member of a group with 1 similar repo(s) — canonical #62556 view group →
Top concepts (1)
Project Description
Repobility · severity-and-effort ranking · https://repobility.com

AI Prompt

Create a command-line tool in Python that acts as an MCP server to provide real-time data on software packages and cloud services. The tool needs to expose functions to check the latest version of npm or PyPI packages, retrieve weekly download counts for these packages, and check the operational status of cloud services. It should also include a general-purpose fact lookup tool. The tool should be designed to work out of the box without requiring an API key for basic usage.
python cli package-manager api devops real-time npm pypi
Generated by gemma4:latest

Catalog Information

Provides real‑time data on package versions, download counts, and cloud service status for over 1,000 npm and PyPI packages and 76 cloud services.

Description

The service offers a real‑time API that delivers current version information, download statistics, and operational status for a large catalog of npm and PyPI packages as well as popular cloud services. It aggregates data from public registries and service health endpoints, normalizing the information into a consistent format. Developers can query the API to obtain up‑to‑date metrics for individual packages or services, or to monitor trends over time. The platform is designed for integration into CI/CD pipelines, dashboards, and analytics tools, helping teams keep track of dependency health and service reliability. By providing a single source of truth for package and service metrics, it reduces the need to manually check multiple sources and speeds up decision‑making.

الوصف

يقدم هذا النظام واجهة برمجة تطبيقات فورية توفر معلومات حول الإصدارات الحالية، إحصاءات التنزيلات، وحالة التشغيل لأكثر من 1,000 حزمة من npm وPyPI بالإضافة إلى 76 خدمة سحابية شائعة. يجمع البيانات من سجلات الحزم العامة ومؤشرات صحة الخدمات، ويحوّلها إلى تنسيق موحد يسهل استهلاكها. يمكن للمطورين استعلام الواجهة للحصول على مقاييس محدثة لحزمة أو خدمة محددة، أو لمراقبة الاتجاهات على مدى فترة زمنية. تم تصميم النظام لتكامل سلس مع خطوط أنابيب CI/CD ولوحات المعلومات وأدوات التحليل، مما يساعد الفرق على متابعة صحة التبعيات وموثوقية الخدمات. يوفّر مصدرًا موحدًا للحقائق حول الحزم والخدمات، مما يقلل الحاجة إلى التحقق اليدوي من مصادر متعددة ويسرّع عمليات اتخاذ القرار. يميز هذا الحل بقدرته على تغطية مجموعة واسعة من الحزم والخدمات مع تحديثات فورية، وهو ما لا يتوفر في معظم الأدوات التقليدية.

Novelty

6/10

Tags

real‑time-data package-monitoring download-statistics service-status npm pypi cloud-services metrics

Claude Models

claude-opus-4.6

Quality Score

C
69.0/100
Structure
63
Code Quality
100
Documentation
65
Testing
0
Practices
78
Security
100
Dependencies
60

Strengths

  • Code linting configured (ruff (possible))
  • Consistent naming conventions (snake_case)
  • Low average code complexity \u2014 well-structured code
  • Good security practices \u2014 no major issues detected
  • Properly licensed project

Weaknesses

  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment

Security & Health

4.1h
Tech Debt (E)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (10)
Repobility · open methodology · https://repobility.com/research/
MIT
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
44.9%
markdown
29.5%
toml
17.0%
yaml
8.5%

Frameworks

None detected

Concepts (1)

Per-row analysis by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Repobility · code-quality intelligence · https://repobility.com
auto_descriptionProject DescriptionMCP server for real-time package versions, download counts, and service status — powered by Grounded.80%

Quality Timeline

1 quality score recorded.

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