Public reference
MCP (Model Context Protocol)
Definition
MCP is CoreStory's retrieval interface for agents: instead of prompt stuffing or brittle RAG over raw files, agents retrieve structured organizational context at inference time through MCP. The target direction is a semantic routing and grounding system — not merely a retrieval endpoint.
Key properties
- Current bootstrap pattern includes a CoreStory MCP endpoint + llms.corestory.ai as lightweight onboarding
- Future MCP architecture should expose: ontology-aware retrieval, lifecycle-aware filtering, trust-aware retrieval, environment-scoped context, contradiction-aware inference, provenance-aware responses