Read memory graph
read_graphRetrieve every entity and relation from the repository's shared knowledge graph, or filter by date range or agent to see only matching entries.
Instructions
Read every entity and relation, or only those in a date range.
Returns the whole graph, which grows with the repo's memory. With since, before, or agent, returns only entries whose tags match: an entity appears when it or any of its observations matches, with only the matching observations. Any filter leaves out untagged entries. To read part of the graph by topic, see search_nodes and open_nodes.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| agent | No | Only entries written by this agent, such as claude-code or codex. | |
| since | No | Only entries added at or after this time: an ISO date such as 2026-10-01, or a timestamp; local time when no offset is given. | |
| before | No | Only entries added before this time, in the same format as since. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| entities | Yes | ||
| relations | Yes |