Memory MCP Server tools simplified
The Memory MCP Server now exposes three tools — search_graph, get_user_summary, and add_memory — replacing the previous eight. search_graph returns Zep’s assembled, reranked context block by default. This is a breaking change for MCP clients that used the removed tools; the REST API and SDKs are unaffected.
Memory MCP Server documentation
The Memory MCP Server (Enterprise, enabled per account) is now fully documented — setup, authentication, and connecting a client.
New integration guides
New guides cover AG2, Mastra, Microsoft Agent Framework, Pydantic AI, and the Vercel AI SDK, and the existing framework guides have been refreshed.
Dashboard improvements
The ontology view now shows the source and target restrictions (Valid Connections) configured on each edge type.