misata

active

Declarative synthetic data for Python. State the facts a dataset must hold (monthly revenue, channel shares, balanced ledgers, foreign keys, state machines) and get multi-table data that holds them exactly, with a DuckDB certificate anyone can rerun. From YAML, SQL DDL or a sentence. CLI and MCP server.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

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Repository: github.com/rasinmuhammed/misata
License: MIT
Last update: 2026-11-01
GitHub stars: ★ 77
Homepage: misata.studio

data-contracts data-engineering data-quality database-seeding dbt demo-data duckdb fake-data faker fixtures mcp-server mock-data

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github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.