# GoldenFlow MCP server

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-benzsevern-goldenflow
- Repository: https://github.com/benzsevern/goldenflow
- Website: https://benzsevern.github.io/goldenflow/

## Install
- Command: `uvx goldenflow`
- Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- Auth: Not captured

## Setup notes
- Package: Pypi goldenflow v1.1.5
- Remote endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/

## Tools
- transform - Transform a data file using GoldenFlow. Zero-config or config-driven. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- map - Auto-map schemas between source and target files. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- profile - Profile a data file showing column types, nulls, and patterns. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- learn - Generate a YAML config from data patterns. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- diff - Compare two data files and show what changed (added, removed, modified rows). Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- validate - Dry-run transform on a file. Shows what would change without writing output. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- list_transforms - List all registered transforms with their modes, input types, and auto-apply status. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- explain_transform - Describe what a specific transform does, its mode, and input types. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- list_domains - List available domain packs (e.g., people_hr, ecommerce, finance). Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/
- select_from_findings - Map GoldenCheck findings to recommended GoldenFlow transforms. Bridge tool for Check-to-Flow handoff. Endpoint: https://goldenflow-mcp-production.up.railway.app/mcp/

## Resources
Not captured

## Prompts
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## Metadata
- Owner: io.github.benzsevern
- Version: 1.1.5
- Runtime: Pypi
- Transports: STDIO, HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: May 11, 2026
- Source: https://registry.modelcontextprotocol.io