mirrorkit
mirrorkit is an open-source CLI tool and client library designed to collect production traces from LLM agents. It enables developers and AI engineers to monitor, debug, and analyze the behavior of language model-powered agents in production environments. The tool supports integration with popular frameworks like LangChain and provides observability features for improved reliability.
Overview
5 featuresmirrorkit is a LLM & agent tracing project. It focuses on collecting and analyzing production traces for LLM agents to improve observability and debugging. It is built as an open-source project for LLM developers and AI engineers. The project is open source (MIT). It ships for the command line.
mirrorkit first shipped in 2026. Among its 5 catalogued features are trace collection, CLI interface, and LLM agent support.
Summary written by a language model from the project’s public pages.
- Trace collection
- CLI interface
- LLM agent support
- LangChain integration
- Observability tools
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about mirrorkit
- What is mirrorkit?
- Mirrorkit focuses on collecting and analyzing production traces for LLM agents to improve observability and debugging. It is catalogued under LLM & agent tracing on PulseGate.
- Who should use mirrorkit?
- mirrorkit is an open-source project built for LLM developers and AI engineers.
- Is mirrorkit free?
- Yes — mirrorkit is open source under the MIT license and free to use.
- What platforms does mirrorkit run on?
- mirrorkit runs on the command line.
- Is mirrorkit still maintained?
- Unverified. mirrorkit has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- How long has mirrorkit been around?
- mirrorkit first shipped in 2026.
- Is mirrorkit open source?
- Yes — mirrorkit is open source under the MIT license.
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