Find standalone graphs by name and description

Standalone graphs now support names and descriptions as routing metadata. The graph.list_all operation searches graph_id, name, and description and returns deterministic pagination metadata.

Graph listing now returns 50 results when you omit pageSize, instead of the previous unbounded result. Set pageNumber and pageSize to retrieve additional pages. Valid pageSize values are 1 through 100; explicitly passing 0 now returns a validation error instead of an unbounded result.

Search queries longer than 200 Unicode code points after whitespace normalization now return a validation error instead of being silently truncated.

When standalone graph access is enabled, MCP clients can read zep://graphs/directory or call list_graphs, then pass the returned graph_id to search_graph_in.

Read the docs