GoldSeam
GoldSeam is the one MCP surface for KSAWorks — a single protocol seam where AI agents connect once and every platform service appears as tools as it ships. Twenty or so service areas will serve across it; two serve today — Industry Certifications and the KSA Dictionary. Every answer carries its source and a contract tag; an absent answer is stated honestly, never invented.
6,255 certifications from 1,158 issuers: resolve a name, look up by occupation (SOC) or academic program (CIP), trace every statement to its source. The spearhead service that proved the seam.
Course, program & checklist intelligence at catalogue scale, from institutions’ own published catalogs. First query: the progress-checklist comparison. In development.
Add the endpoint to any MCP-capable platform — ChatGPT, Claude, Gemini, Copilot Studio, or your own agent. No key needed to start; a free key lifts the daily trial allowance.
Certifications carry Credential Engine CTIDs and CTDL types; the CourseShelf model binds every element to CTDL and CEDS terms — built to link into the credential ecosystem, not beside it.
Catalogs & institutions · Programs & checklists · Courses & learning units (in development) · Transfer agreements · Pathways · Archetypes (coming soon)
Live now — Term resolution across the governed lexicon, O*NET content model, and WordNet layers · Hypernym expansion · SOC ↔ CIP crosswalk · Market skills & glosses (coming soon)
Progress-checklist comparison (in development) · Fit & gaps · Course-history & transfer mapping · Occupational intelligence (coming soon)
GoldRibbon · GoldMap · GoldPath · GoldPlan services (consent-gated, coming soon) · GoldCart · GoldWire (under construction)