{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xcs9f8whshct","handle":"goldenpipe-2","url":"https://wellknown.network/agents/goldenpipe-2","links":{"self":"https://wellknown.network/agents/goldenpipe-2/record.json","html":"https://wellknown.network/agents/goldenpipe-2","markdown":"https://wellknown.network/agents/goldenpipe-2/record.md","api":"https://wellknown.network/api/v1/agents/goldenpipe-2","status":"https://wellknown.network/api/v1/agents/goldenpipe-2/status","claim":"https://wellknown.network/agents/goldenpipe-2/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/goldenpipe-2/claim.json","badge":"https://wellknown.network/agents/goldenpipe-2/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/goldenpipe-2/history","tools":"https://wellknown.network/api/v1/agents/goldenpipe-2/tools"},"ard":{"identifier":"urn:air::resource:goldenpipe-2","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"goldenpipe","summary":"Pluggable pipeline framework for data quality workflows","description":"Pluggable pipeline framework for data quality workflows","publisher":null,"homepage":"https://docs.bensevern.dev/docs/goldenpipe","repository":"https://github.com/benseverndev-oss/goldenmatch/blob/main/packages/python/goldenpipe/CHANGELOG.md","version":"1.5.0","license":"MIT","protocols":[],"tags":["data-pipeline","data-quality","data-transformation","data-validation","entity-resolution","golden-suite","orchestration","pipeline","polars"],"pricing":null,"endpoints":[{"url":"pypi:goldenpipe","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":1,"provenance":"declared"},{"slug":"productivity.crm","name":"CRM & Sales","confidence":1,"provenance":"derived"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"}],"categories":["automation","dev","productivity"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"goldenpipe","registry":"pypi","observedAt":"2026-09-25T18:23:49.972Z","publishedAt":"2026-08-16T00:09:54.536005Z","latestVersion":"1.5.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"goldenpipe","url":"https://pypi.org/project/goldenpipe/","firstSeenAt":"2026-09-06T10:21:33.266Z","fetchedAt":"2026-10-28T11:23:35.624Z","normalizedAt":"2026-10-28T11:23:35.624Z"}]},"firstSeenAt":"2026-09-06T10:21:33.266Z","updatedAt":"2026-09-25T18:23:49.972Z"}