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DataRanger

akshaysharma1088/dataranger

Read-only data patrol for AI agents: find broken partitions, prove fixes, escalate the rest.

GitHub stars: 1
tools: 6
transport: STDIO
last updated: Nov 13, 2026

Tools

6 tools

Public tool metadata for what this MCP can expose to an agent.

patrol_duckdbPatrol a fact table in a DuckDB file, with your column names

Patrol a fact table in a DuckDB file, with your column names

No parameter schema in public metadata yet.

patrol_filesPatrol exported CSV, TSV or Parquet files

Patrol exported CSV, TSV or Parquet files

No parameter schema in public metadata yet.

patrol_snowflakePatrol a Snowflake table, reading only the last N days

Patrol a Snowflake table, reading only the last N days

No parameter schema in public metadata yet.

patrol_dbtPatrol the table behind a dbt model, using the mapping in its `meta` block

Patrol the table behind a dbt model, using the mapping in its `meta` block

No parameter schema in public metadata yet.

get_incidentReturn the full evidence for one incident from a previous patrol

Return the full evidence for one incident from a previous patrol

No parameter schema in public metadata yet.

run_demoPatrol generated data with planted problems, to see the output

Patrol generated data with planted problems, to see the output

No parameter schema in public metadata yet.

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Readme

DataRanger patrols your data, fixes what it can prove, and calls you for the rest.

A park ranger walks the trails, fixes what is safe to fix on the spot, radios in anything dangerous, and files a report. DataRanger does the same for your tables. It finds data-quality incidents, tests every candidate fix on a copy against the source's control totals, applies only the fixes it can prove, and keeps wrong fixes under a rate you choose. Everything else goes to a person, with the evidence attached.

View the full README on GitHub

Details

Repository: github.com/akshaysharma1088/dataranger
Website: github.com/akshaysharma1088/dataranger
Category: Data & Analytics
Package: dataranger
Transport: STDIO
Registry: MCP registry, active

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