Transcripts: a system of record for everything your agents do

Transcripts watches the local MCP server, captures each agent’s session activity, and rolls it up against your organizational structure. The full sequence of tool calls, decisions, and detours becomes a searchable record: how many sessions an engineer is running, where agents are struggling, whether they were given the requirements they actually needed.

Treated as a log, that data is inert. Treated as signal, it is a detailed map of where agents waste time, where a better tool belongs, and where the same work keeps recurring.

The highest-value pattern Transcripts surfaces is the missing tool. When a thousand sessions keep reaching for the same workaround, that is a recipe waiting to be written. Measure the pattern, benchmark the alternative, and feed the result back into the system, including the agents’ own instructions, and the fleet’s behavior changes. Tooling improves from observed usage, not assumptions.

When agents change code across thousands of repositories, “it ran” is not enough. Security, compliance, and engineering leaders need to know what an agent touched, what it read to decide, and whether the result was approved. Transcripts is that searchable audit trail, built for regulators and engineering leaders alike, and for the institutional memory that makes the next agent session smarter than the last.

Transcripts is one of Moderne’s Operate tools, alongside Changelog for multi-repo coordination. It records the work done with Trigrep, Prethink, and recipes, all exposed over MCP.