> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs-beta.getzep.com/v3/changelog/2026/6/29/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs-beta.getzep.com/_mcp/server.

## 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.

Read the docs

## Memory MCP Server documentation

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

Read the docs

## 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.

Read the docs

## Dashboard improvements

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

Read the docs