jdatamunch-mcp

IntegrationFiles & storage

jdatamunch-mcp lets your AI work with CSV and Excel files without reading them whole. It indexes the tabular data so your AI can query specific rows and run aggregations, using a fraction of the data that raw file reads would require.

This server has no hosted endpoint yet, so ahel can't serve it. You can still add it. It stays paused until ahel can serve it.

Add jdatamunch-mcp and point it at a CSV or Excel file to index. Once indexed, ask your AI questions about the data and it will query the rows directly.

What your AI can do with it

  • Index CSV and Excel files for fast lookup
  • Query specific rows from large spreadsheets
  • Aggregate data like sums and counts
  • Cut token usage by 99%+ compared to reading raw files

Signals

GitHub stars
81
Forks
20
Last commit
Aug 2026
Advanced
Delivery
jdatamunch-mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-jgravelle-jdatamunch-mcp
Source
github.com/jgravelle/jdatamunch-mcp