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aacister/MLB_Draft_Oracle_AWS - GitHub Explorer | GitHub Explorer | Trending | Compare

MLB_Draft_Oracle_AWS

aacister•PUBLIC

Autonomous AI fantasy baseball draft simulator. Two GPT-4o-mini agent teams research real MLB stats, query RAG-powered draft memory (S3 vector store), and make strategic picks via Model Context Protocol (MCP) tools. Built on AWS Lambda, RDS, API Gateway, S3, ECR, and EventBridge. Stack: OpenAI Agents SDK · FastAPI · React · TailwindCSS · Terraform.

agents-sdkai-agentsautonomous-agentsaws-lambdafastapigpt-4

Created on Oct 1, 2025

Updated on Apr 2, 2026

Stars

0

Forks

0

Watchers

0

Open Issues

0

Repository Health Score

🧡

55/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Regular updates - updated this month

20/30

67%

mcp

model-context-protocol

openai

postgresql

python

rag

rds

react

retrieval-augmented-generation

s3

serverless

tailwindcss

terraform

vector-embeddings

Community

0 stars, 0 forks

0/30

0%

Documentation

Has description, wiki

15/20

75%

Maintenance

0.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

74.3%

JavaScript

15.3%

HCL

8.6%

Shell

1.3%

Dockerfile

0.2%

CSS

0.1%

HTML

0.1%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

aacister

User

46

commits

Recent Commits

Terraform scripts for nat-gateway. Allowing for deletion of nat gateway to reduce costs till ready to go live

Andrew Cisternino•1 month ago

66dcc08View on GitHub

Add screenshots to README

Andrew Cisternino•1 month ago

57a72a1View on GitHub

Update README with RAG features

Andrew Cisternino•1 month ago

2e22dfbView on GitHub

missed file

Andrew Cisternino•1 month ago

f5f5cf1View on GitHub

Added rag. Storage is S3. Provides current team context within draft to researcher and drafter agents

Andrew Cisternino•1 month ago

b504d9aView on GitHub

Add API section to README

Andrew Cisternino•2 months ago

95a3dc9View on GitHub

file name change

Andrew Cisternino•2 months ago

93faac6View on GitHub

Changed to gpt-41-mini

Andrew Cisternino•2 months ago

ecad1c6View on GitHub

Update README links to use main branch

Andrew Cisternino•2 months ago

f45baacView on GitHub

Adding screenshots

Andrew Cisternino•2 months ago

b541e45View on GitHub

Merge branch 'main' of https://github.com/aacister/MLB_Draft_Oracle

Andrew Cisternino•2 months ago

33a1626View on GitHub

Removing unnecessary scripts

Andrew Cisternino•2 months ago

0b213e1View on GitHub

Revise README for enhanced project documentation

Andrew Cisternino•2 months ago

ebda4d2View on GitHub

Added admin apis

Andrew Cisternino•2 months ago

00742daView on GitHub

Updates to player pool size and agents draft selection instructions.

Andrew Cisternino•2 months ago

eabd9bfView on GitHub

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