Explore the Context Graph from the Memory MCP Server

Connected MCP clients can now follow entity relationships instead of only searching memory. New tools return a bounded multi-hop neighborhood around seed entities, an entity’s direct neighbors with the connecting facts, and a list of raw ingested episodes; graph search adds nodes and edges scopes that return the entity UUIDs traversal needs. Search remains the first step, and traversal answers questions about how entities relate. On connections that restrict access with UserGroup policies, the standalone-graph variants of the new tools need their own grants; an existing graph.search grant does not cover them.

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Set up enterprise SSO from the dashboard

An Account Owner can now configure enterprise single sign-on without handing identity-provider credentials to Zep. Under Account ▸ Settings ▸ Enterprise SSO, submit your issuer URL, client ID, and client secret, and request the email domains your members sign in with. Zep approves each domain request, then validates and enables the connection; nothing changes for members until it is enabled. Available on managed cloud.

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Choosing an ingestion method

Guidance for choosing an ingestion method by cadence, separating live conversation turns from on-disk and recurring imports, was added to the Ingest section.

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