Knowledgeport
A tenant-scoped MCP catalog that lets authenticated work assistants retrieve source-linked training, handbooks, procedures, and policies with role context, freshness controls, and human escalation.
An enterprise integration between a learning catalog and an enterprise-search assistant validates the delivery surface, while the research found no comparable self-serve mid-market product. Knowledgeport must preserve the boundary between employee question, identity, role context, source document, retrieved passage, ranking, generated explanation, recommendation, enrollment request, completion record, manager decision, and workplace outcome.
A learning, people-operations, knowledge-management, enablement, or IT leader at a company with roughly one hundred to one thousand employees that already has fragmented handbooks, courses, procedures, and employee assistants. Exact role, workforce, content systems, assistant surface, budget, and current search workflow remain incomplete.
Tool contracts, ingestion adapters, permission rules, and evaluation suites can be reused across customers, while content cleanup and access mapping remain material.
A recent enterprise integration and broad protocol adoption create a current window for assistant-native learning retrieval.
The open protocol and enterprise example clarify the surface, but no newly broken ingestion, permissions, or content-governance barrier is established.
A confirmed enterprise learning-and-search integration validates the assistant-native surface, an open protocol offers reusable distribution, and customer-specific content plus role context can create switching cost.
The stored score is zero. Only one interface reference was present and it was unverified in the original record, the buyer and content substrate are incomplete, no mid-market equivalent found is not proof of demand, and incumbent learning, search, intranet, and assistant vendors can add similar retrieval.
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