ami-survey is an open-source Python package that analyzes runtime session logs for completed agent workflows. It reports workflow cost, token usage, and duration for developers benchmarking and monitoring agent executions.
ami-survey is an Agent monitoring & governance project. It focuses on measuring the cost, token usage, and duration of agent workflows from runtime session logs. ami-survey is an open-source project aimed at developers building and evaluating agent workflows. ami-survey is open source under the MIT license. It ships for the command line, and it can be self-hosted.
Behind ami-survey is speedofred, and it first shipped in 2026. Development happens publicly on GitHub with 7 commits in the last 90 days. Key capabilities include cost measurement, token tracking, and duration measurement. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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