swarmbreaker is an open-source framework for load and chaos testing of AI agent orchestration plumbing. It helps engineers simulate failures and heavy loads to ensure the reliability and robustness of agent-based systems, with support for Model Context Protocol (MCP).
swarmbreaker is a LLM eval & observability product. It focuses on testing the reliability and scalability of AI agent orchestration systems under load and failure scenarios. swarmbreaker is an open-source project aimed at AI infrastructure engineers and reliability testers. The project is open source (Apache-2.0). It runs on the command line.
It is developed by wczaja, and the product first shipped in 2026. Across PulseGate's embedding index, swarmbreaker has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are chaos testing, load testing, and agent orchestration. It exposes integrations via an MCP server.
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