MCP server for tabular data retrieval that indexes local CSV, Excel, Parquet, and JSONL files once and answers questions via column profiles, filtered rows, server-side aggregations, and joins, drastically reducing token usage for large datasets.
Enables transparent proxying of upstream MCP servers and OpenAI/Anthropic API calls so large tool responses are handle-ified and can be queried with universal verbs, cutting token usage while preserving access to full payloads.