worldcup-ai-forecaster

Item: worldcup-ai-forecaster
Rating: 43
Author: M8ven

An MCP server that enables LLMs to act as World Cup forecasting agents, pulling live odds, getting model forecasts, and simulating tournament brackets via natural language.

→ tpomerance/worldcup-ai-forecaster · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 2 credentials: TABPFN_TOKEN, ODDS_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretTABPFN_TOKEN

🔐 secretODDS_API_KEY

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/tpomerance-worldcup-ai-forecaster-k9ep60)](https://m8ven.ai/mcp/tpomerance-worldcup-ai-forecaster-k9ep60)

commit: e0265512cde5e81ed4c69824c878b9ea48e925d9

code hash: 688803258aff1a22af0d08ddf576e8fbb9e63dfaeeb98be22ab46d0b6843b93e

verified: 6/25/2026, 9:47:23 AM

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