Every change made to a graph, from the REST API, MCP clients, and AI operators
4 operations.
/v1/graphs/{graph_id}/audit/mutationsEvery call that changed this graph, newest first: REST operations, external MCP clients, and in-app AI operator runs.
/v1/graphs/{graph_id}/audit/threadsThe conversations held with this graph's AI operators, most recently active first: every run made under a threadid grouped by it, with the first question as the title.
/v1/graphs/{graph_id}/audit/runsThe in-app AI operator runs made on this graph, newest first: each run's question, answer, outcome, cost and the tools it called.
/v1/graphs/{graph_id}/audit/runs/{operation_id}One operator run with its full paper trail: the history it was seeded with, every model call with the tool calls it made and the results it read, the answer, and the response…