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.
Last commit November 1, 2026, 10 days ago.
72 GitHub stars and 0 Honeystax upvotes. Copy the install, test the workflow, then decide if it earns a permanent slot.
You can test this quickly and remove it cleanly if it misses.
Starts at 6. Added: no security policy +8.
AI Agent
Universal
Model
Multiple
Fastest way to find out if misata belongs in your setup.
Copy the install command, run a real test, and back it out cleanly if it slows you down.
claude mcp add misata -- npx misataRun this first. You will know quickly if the workflow earns a permanent slot.
claude mcp remove misataNo messy cleanup loop. If it misses, remove it and keep moving.
Install Location
~/ └─ .claude.json └─ mcp_servers/ └─ misata ← registers here
misata is listed on Honeystax as a MCP Server for Universal, since August 3, 2026. Its code is at github.com/rasinmuhammed/misata, with 72 GitHub stars and 0 open issues. Last commit November 1, 2026, 10 days ago. GitHub's community health check gives it 85 out of 100.
Source: GitHub repository
Source check: November 1, 2026
Upstream commit: November 1, 2026
Repository state: Not marked archived
Honeystax upvotes are community interest signals, not star ratings. GitHub stars and repository health are source measurements; editorial risk and trial-cost notes are Honeystax analysis.