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.

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Memory MCP Server documentation

The Memory MCP Server (Enterprise, enabled per account) is now fully documented — setup, authentication, and connecting a client.

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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.

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Dashboard improvements

The ontology view now shows the source and target restrictions (Valid Connections) configured on each edge type.

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