Baseclaw

D 52 completed
Api
containerized / typescript · small
235
Files
55,841
LOC
5
Frameworks
10
Languages

Pipeline State

completed
Run ID
#351231
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
80.00
Framework unique
Isolation
Last stage change
2026-05-10 03:35:17
Deduplication group #58558
Member of a group with 2 similar repo(s) — canonical #75334 view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility · severity-and-effort ranking · https://repobility.com

AI Prompt

Create an AI-powered interface for managing Yahoo Fantasy Baseball leagues. I want the system to allow users to interact via natural language or autonomously through an agent. Specifically, it needs to handle tasks like optimizing lineups, analyzing trades, scouting opponents, and finding waiver pickups. The system should pull real-time data from the Yahoo Fantasy API and use analytics engines for scoring. It should be containerized and support both conversational use with Claude and autonomous scheduling via agent orchestrators.
typescript python flask react express ai fantasy-baseball yahoo-api agent containerization
Generated by gemma4:latest

Catalog Information

Provides an AI‑powered interface for managing Yahoo Fantasy Baseball leagues via natural language or autonomous agents.

Description

BaseClaw is an MCP server that lets users manage their Yahoo Fantasy Baseball leagues through conversational AI or autonomous agents. It pulls live data from Yahoo’s OAuth API and MLB statistics, then applies advanced analytics to optimize lineups, evaluate trades, scout waiver pickups, and make roster moves. Users can simply ask Claude questions like "Who should I pick up this week?" or "Set my lineup for today," and the system responds with real‑time recommendations. The server also supports integration with agent orchestrators such as OpenClaw, enabling fully hands‑free team management on a schedule. By combining real‑time data, statistical analysis, and natural language interaction, it eliminates the need to juggle multiple apps and spreadsheets.

الوصف

يتيح هذا النظام للمستخدمين إدارة بطولات البيسبول الافتراضية على Yahoo عبر محادثة طبيعية مع الذكاء الاصطناعي أو تشغيل وكيل ذكي تلقائيًا. يدمج بيانات اللاعبين الحقيقية من MLB مع تحليلات متقدمة لتحديد أفضل اللاعبين للخطوط اليومية، وتقييم الصفقات، واختيار اللاعبين المتاحين على الخط. يعتمد على واجهة برمجة تطبيقات Yahoo Fantasy API لجلب بيانات الفريق والجدول والصفقات في الوقت الحقيقي، ويستخدم مكتبات تحليلية لتوليد توصيات مبنية على إحصائيات متقدمة. يتيح للمستخدمين طرح أسئلة مثل "من أفضّل استبداله في الخط اليوم؟" أو "هل أستثمر في صفقة معينة؟" ويستجيب النظام بالتحليل الفوري. كما يمكن توصيله بمنصات تنظيم الوكلاء مثل OpenClaw لتشغيل عمليات الإدارة بشكل أوتوماتيكي وفقًا للقواعد المحددة. يميز هذا الحل بدمجه السلس بين البيانات الحية، والتحليل الذكي، وتفاعل اللغة الطبيعية، مما يقلل الحاجة إلى التنقل بين تطبيقات متعددة.

Novelty

8/10

Tags

fantasy-baseball-management ai‑powered-lineup-optimization trade-analysis waiver-pickup-recommendation real‑time-data-integration natural-language-interface autonomous-agent-orchestration

Technologies

flask numpy pandas playwright

Claude Models

claude-opus-4.6 claude-sonnet-4.6

Quality Score

D
51.9/100
Structure
52
Code Quality
45
Documentation
45
Testing
65
Practices
49
Security
65
Dependencies
60

Strengths

  • Well-documented README with substantial content
  • CI/CD pipeline configured (github_actions)
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • 19 files with critical complexity need refactoring
  • 1 bare except/catch blocks swallowing errors
  • Potential hardcoded secrets in 1 files
  • 7488 duplicate lines detected \u2014 consider DRY refactoring
  • 12 'god files' with >500 LOC need decomposition

Recommendations

  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)
  • Replace bare except/catch blocks with specific exception types
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

52.8h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility · code-quality intelligence platform · https://repobility.com
Unknown
License
7.7%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
44.0%
python
32.6%
json
20.2%
markdown
1.8%
shell
0.5%
css
0.5%
yaml
0.3%
html
0.1%
javascript
0.1%
text
0.0%

Frameworks

Flask React Express Vitest Vite

Concepts (2)

Same analyzer free for public repos: https://repobility.com
CategoryNameDescriptionConfidence
Source: Repobility analyzer · https://repobility.com
auto_descriptionProject DescriptionFantasy Baseball MCP Server for Claude. Manage your Yahoo Fantasy Baseball league through natural conversation or let an AI agent run it autonomously — optimize lineups, analyze trades, scout opponents, find waiver pickups, and make roster moves, all backed by real-time data and rendered in rich inl80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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