🔮WorldCup OracleAgent · 2026
MongoDB-powered agent memory

Agent Memory Center

MongoDB is the agent's memory layer — not just storage. It persists every prediction session, the daily team-news signals it reasons over, and the follow-up context that lets it pick up where you left off.

Memory backend

MongoDB Atlas

Connected — predictions & team_news persist across sessions.

504 sessionsMongoDB
News intelligence

Live news · GNews

Live news API configured — items are real and source-attributed.

70 stored signals on-demand
Why MongoDB matters
  • predictions — every session's probabilities, simulation & reasoning steps.
  • team_news — classified daily signals, indexed by team / impact / category.
  • follow-up context — the matchup & news the agent re-analyses on "what-if" questions.

Recent prediction sessions

Agent memory
MongoDB

  • Who wins the final, Spain or Argentina?

    Match Prediction44% / 28% / 27%10,000 sims · 1–1

  • 谁会赢得世界杯冠军？

    Tournament Forecast10,000 sims · Spain champions

  • Who will win England vs Argentina?

    Match Prediction26% / 28% / 45%10,000 sims · 1–1

  • Who will win England vs Argentina?

    Match Prediction25% / 32% / 43%10,000 sims · 1–1

  • Who will win France vs Spain?

    Match Prediction37% / 29% / 34%10,000 sims · 1–1

  • Show me the latest Argentina team news before predicting

    News Analysis

  • Who will win Argentina vs Egypt?

    Match Prediction85% / 13% / 2%10,000 sims · 2–0

  • Who will win United States vs Belgium?

    Match Prediction26% / 30% / 44%10,000 sims · 1–1

Stored team-news signals

🇦🇷Argentina
low impactUpdate2d ago

Six Argentina players could be banned from next World Cup as FIFA issues response

LADbiblesource
low impactUpdate2d ago

All 75 countries NOT boycotting World Cup: African, Oceanian, and South American nations still in

LBCsource
low impactCoach2d ago

No date yet set for Messi's return to Inter Miami action

ESPNsource
🇩🇪Germany
low impactUpdate2d ago

Germany’s Biergarten experience returns to Mojácar

Euro Weekly Newssource
medium impactSquad2d ago

Soccer-Red Bull appoint Schmidt as Klopp replacement

Devdiscoursesource
low impactUpdate3d ago

World Cup hero Geoff Hurst stars in new film to celebrate 60th anniversary of England’s 1966 triumph

The Independentsource
🇧🇷Brazil
low impactUpdate2d ago

‘A New Generation’-Carlo Ancelotti Names Brazil Stars He’ll Never Select Again

Sports Illustratedsource
low impactSquad2d ago

Carlo Ancelotti Admits Hydration-Break Mistake Cost Brazil the World Cup

Yardbarkersource
low impactUpdate2d ago

India Faces Brazil In Historic Football Match As Kolkata Prepares For Global Spectacle

Mashable Indiasource
🇫🇷France
low impactUpdate2d ago

A world cup without Spain, France, England? How Uefa revolt could sink the $20 billion-Fifa plan that Infantino wants

Hindustan Timessource
low impactUpdate3d ago

FIFA probes Argentina over World Cup demeanor

The Manila Timessource
low impactUpdate3d ago

Chelsea sign Crystal Palace defender Maxence Lacroix in £52m deal

BBC Newssource