calypso-so/soccer-rag-mcp-server

World Cup Soccer RAG MCP

Ask an AI agent grounded questions about international soccer results, no setup ceremony required. This MCP server boots straight into a Calypso-powered World Cup demo corpus: 150 years of match history, ready for source-backed answers.

Built with Calypso. Learn more in the Calypso docs.

Kickoff

npx -y @calypsohq/soccer-rag-mcp-server

That is it. No API key, no dashboard setup, no copy-pasting secrets. The server connects to the same World Cup RAG corpus as the RAG landing demo.

Inside The Corpus

This is the source-grounded research surface behind the World Cup Results Demo:

• 4 indexed CSV sources
• 49,393 match results from 1872 to 2026
• Results, tournaments, venues, shootouts, goalscorers, and historical team names
• Fast grounded answers by default, with citations from the soccer results corpus
• Read-only demo mode powered by calypso-rag-agent:worldcup

Source trail:

• results.csv: match results and venues, 49,393 rows
• shootouts.csv: shootout winners and first shooters
• goalscorers.csv: scorers, penalties, and own goals
• former_names.csv: historical team-name changes for 36 teams

Try Asking

• Who are the best men's national soccer teams of all time? Rank them using the results corpus and cite your evidence.
• Which national teams dominated each era of international soccer from 1872 to 2026?
• Compare Brazil and Germany across World Cup eras using match results from the corpus.
• How strong is home advantage in international soccer, and has it changed over time?
• Does hosting a major tournament improve a country's performance? Use the corpus to show why or why not.
• What patterns stand out in international penalty shootouts? Use shootouts.csv and cite examples.

What You Get

• Grounded answers from calypso-rag-agent:worldcup
• Citation-rich responses through the Calypso Responses AP