
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 toolsPublic 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
pipelinestringstagesarrayrun_pipelineRun a pipeline on a file2 params
Run a pipeline on a file
config_pathstringsourcestringexplain_pipelineExplain what a pipeline config does1 params
Explain what a pipeline config does
config_pathstringSponsors
Readme
Moved. This repo has moved into the
benzsevern/goldenmatchmonorepo atpackages/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.
Details
- Repository
- github.com/benseverndev-oss/goldenpipe
- Website
- benseverndev-oss.github.io/goldenpipe
- Package
goldenpipe- Transport
- STDIO, HTTP
- Registry
- MCP registry, active