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GoldenPipe

benseverndev-oss/goldenpipe

This orchestrates the three-step Golden Suite pipeline: quality profiling with GoldenCheck, transformation with GoldenFlow, and deduplication with GoldenMatch. The MCP server exposes four tools to list stages, validate wiring, run the full check-transform-match flow, and explain configurations. It makes adaptive routing decisions based on what it finds, skipping transformation if data is clean or switching to privacy-preserving matching when sensitive fields are detected. Reach for this when you need end-to-end data quality and deduplication in a single command rather than chaining the individual Golden Suite tools manually. The repo has moved to the goldenmatch monorepo, but the hosted MCP endpoint on Railway remains active.

tools
4
transport
STDIO, HTTP
last updated
Aug 16, 2026

Tools

4 tools

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

list_stagesList all discovered pipeline stages

List all discovered pipeline stages

No parameter schema in public metadata yet.

validate_pipelineValidate pipeline wiring2 params

Validate pipeline wiring

Parameters* required
pipelinestring
stagesarray
run_pipelineRun a pipeline on a file2 params

Run a pipeline on a file

Parameters* required
config_pathstring
sourcestring
explain_pipelineExplain what a pipeline config does1 params

Explain what a pipeline config does

Parameters* required
config_pathstring

Sponsors

Readme

Moved. This repo has moved into the benzsevern/goldenmatch monorepo at packages/python/goldenpipe/. This repo is archived; new development happens in the monorepo.

GoldenPipe

Golden Suite orchestrator -- Check quality, fix issues, deduplicate records. One command. Built by Ben Severn.


View the full README on GitHub

Details

Repository
github.com/benseverndev-oss/goldenpipe
Website
benseverndev-oss.github.io/goldenpipe
Package
goldenpipe
Transport
STDIO, HTTP
Registry
MCP registry, active

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