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jDataMunch MCP

Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

io.github.jgravelle/jdatamunch-mcp · Repository · version 1.31.6 · 81 stars · listed from registry

Install

The sweep installs into a clean prefix, but this is the command a user would run:

uvx jdatamunch-mcp

Results by platform

Linux

installs and connects2026-08-16 · probed over pypi

2 recorded runs, oldest first.

tools/list returned 39 tools.

index_local index_repo list_datasets list_repos describe_dataset describe_column search_data get_rows aggregate sample_rows get_schema_drift get_data_hotspots get_correlations join_datasets summarize_dataset delete_dataset embed_dataset get_session_stats validate_index get_dataset_history get_dataset_health suggest_keys suggest_joins get_distribution plan_query run_sql get_schema_impact check_column_drop_safe find_unused_columns ingest_sql_log find_similar_columns data_health_radar diff_data_health_radar get_redaction_log tune_weights check_embedding_drift analyze_perf finalize_handoff jdatamunch_guide

macOS

installs and connects2026-08-16 · probed over pypi

2 recorded runs, oldest first.

tools/list returned 39 tools.

index_local index_repo list_datasets list_repos describe_dataset describe_column search_data get_rows aggregate sample_rows get_schema_drift get_data_hotspots get_correlations join_datasets summarize_dataset delete_dataset embed_dataset get_session_stats validate_index get_dataset_history get_dataset_health suggest_keys suggest_joins get_distribution plan_query run_sql get_schema_impact check_column_drop_safe find_unused_columns ingest_sql_log find_similar_columns data_health_radar diff_data_health_radar get_redaction_log tune_weights check_embedding_drift analyze_perf finalize_handoff jdatamunch_guide

Windows

installs and connects2026-08-16 · probed over pypi

2 recorded runs, oldest first.

tools/list returned 39 tools.

index_local index_repo list_datasets list_repos describe_dataset describe_column search_data get_rows aggregate sample_rows get_schema_drift get_data_hotspots get_correlations join_datasets summarize_dataset delete_dataset embed_dataset get_session_stats validate_index get_dataset_history get_dataset_health suggest_keys suggest_joins get_distribution plan_query run_sql get_schema_impact check_column_drop_safe find_unused_columns ingest_sql_log find_similar_columns data_health_radar diff_data_health_radar get_redaction_log tune_weights check_embedding_drift analyze_perf finalize_handoff jdatamunch_guide

Badge

Paste this into the project README to show the current result:

[![does it install](https://img.shields.io/endpoint?url=https://doesitinstall.com/badge/io.github.jgravelle__jdatamunch-mcp.json)](https://doesitinstall.com/s/io.github.jgravelle__jdatamunch-mcp.html)