Reconciliation Python Packages

databricks-labs-remorph

Accelerates migrations to Databricks by automating key migration activities

hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

visidata

A terminal spreadsheet multitool for discovering and arranging data

bw-migrations

Migration data and utilities for Brightway IO and LCA in general

databricks-switch-plugin

Accelerates migrations to Databricks by automating key migration activities

databricks-labs-lakebridge

Accelerates migrations to Databricks by automating key migration activities

bankstatementparser

Parse bank statements (CAMT, PAIN.001, MT940, MT942, OFX/QFX, BAI2, CSV, and PDF) into unified Transactions. Treasury analytics, 2-way reconciliation, PDF forensics, Parquet & Ledger exports (hledger, beancount), deduplication, LLM & vision fallback, CLI, and REST API. 🐍

rowproof

Prove a database migration or replication didn't lose, add or change a single row. Postgres, ClickHouse, Snowflake.

xero-trial-balance-export

Runs deterministic month-end close checks on Xero trial-balance exports and produces exception packs for human sign-off.

review-ready-gate

Runs deterministic month-end close checks on Xero trial-balance exports and produces exception packs for human sign-off.

monthly-close-control-plane

Runs deterministic month-end close checks on Xero trial-balance exports and produces exception packs for human sign-off.

elizabeth-anne-alexander

Runs deterministic month-end close checks on Xero trial-balance exports and produces exception packs for human sign-off.

driftdb

Metrics Observability & Troubleshooting

spreadsheet-auditor

Claude and Codex Agent Skill (plus standalone CLI) that audits existing Excel spreadsheets and financial models for correctness defects: formula errors, broken references, off-by-one ranges, totals that don't reconcile or cross-foot, circular references, and data-quality risks. Audit-only; never rewrites your workbook.

reconcile-mcp

MCP server: reconcile ISO 20022 camt.053 statements against expected pain.001 payments -- explainable exact, partial, one-to-many and many-to-one matching.

arche-core

An open-source engine for deciding when messy records of people, places, organisations, and products refer to the same real-world entity, with evidence, not just similarity scores or identifiers.

jevaudit

Independent ledger integrity auditor - reconcile ledger records against independently retrieved on-chain data. Case study: a listener reporting 0-block lag, while independent reconciliation found 5 blocks / 61 missing fills. Reproducible, regression-tested.

hookrecon

Find Stripe payments that never reached your database — read-only CLI, zero install: uvx hookrecon check

andon-verify

Deterministic verification for AI-generated analysis. Reconciliation, consistency and Excel-integrity checks that stop the line when the numbers don't add up.

datagit

Metrics Observability & Troubleshooting

did-it-land

Know whether a side-effect landed, and how to reverse it: per-vendor effect capsules for durable and saga workflows.

dbt-snapshot-analysis

Metrics Observability & Troubleshooting

bankfile

One schema for MT940 and OFX/QFX, with the bank deviations that break other parsers written down. Python library, CLI and local MCP server.

statementproof

Bank statement PDF to CSV that proves the extraction reconciles — or tells you which row is wrong. Runs locally, uploads nothing.