GoldSeam

Navigating Learning to Earning — the MCP surface where AI agents connect to KSAWorks.
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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. It is the marketplace for teaching, training and learning: the postsecondary organizations serving experiences of all kinds, and what a person can do with them — explore what is offered, compare what actually differs, and engage with the organization that decides. Every answer carries its source and a contract tag; an absent answer is stated honestly, never invented.

Live now — Industry Certifications

Resolve a certification by name, look it up by occupation (SOC) or academic program (CIP), read who issues it and what it takes to earn and renew it, and trace every statement to its source. The spearhead service that proved the seam.

The largest service — CourseShelf

Programs, checklists and courses from the institutions’ own published catalogs, with the published transfer rules between them. Live, and growing every week as catalogs are captured — ask the service itself what it holds.

Connect an agent in one step

Add the endpoint to any MCP-capable platform — ChatGPT, Claude, Gemini, Copilot Studio, or your own agent. Nothing is asked of you to connect; a free key authorizes use past the anonymous daily allowance.

Standards-aligned by design

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.

The CourseShelf rail

Live now — Catalogs & institutions · Programs & checklists · Courses & learning units · Transfer agreements · Pathways · Comparability · Archetypes (coming soon)

The dictionary rail

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)

The comparability rail

Live now — Progress-checklist comparison · Course-history & exam transfer · Prior learning against a program’s own checklist · Occupational routes · Fit & gaps (coming soon)

Learner-linked & marketplace

GoldRibbon · GoldMap · GoldPath · GoldPlan services (consent-gated, coming soon) · GoldCart · GoldWire (under construction)

One seam. Many services. Every answer sourced — the same data for a person’s browser and an AI agent alike.