Build MCP Server for Historical Sports Data RAG

Create an MCP server exposing 49k+ historical match results for agent research

Updated: 6/12/2026
Difficulty
easy
Time
1-2h
Use Case
Enable agents to research historical sports data (World Cup matches 1872-2026) without external API calls
Popularity
0 views

About this automation

Deploy an MCP server that indexes and serves 49k historical soccer match results, enabling Claude and other agents to perform RAG-based research on sports data.

How to implement

1

Collect or source 49k+ historical match results (1872-2026)

2

Index data in searchable format (vector DB or full-text search)

3

Implement MCP server with query endpoints

4

Add filtering by year, team, tournament, result

5

Connect to Claude or agent via MCP

6

Test research queries and optimize performance