kioku-mesh is an open-source CLI and library that enables cross-agent distributed memory using mesh transport protocols like Zenoh. It is designed for developers building agent-based systems that require scalable, verifiable memory sharing. The project supports the Model Context Protocol (MCP) for interoperability.
kioku-mesh sits in PulseGate's Frameworks & SDKs category. It focuses on providing distributed memory infrastructure for agent-based systems over mesh networks. It is built as an open-source project for AI agent developers. kioku-mesh is open source under the MIT license. The product ships for the command line, and it can be self-hosted.
It is developed by h-wata, and the product first shipped in 2026. Development happens publicly on GitHub with 226 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — kioku-mesh occupies a relatively distinct niche. Key capabilities include distributed memory, mesh transport, and agent integration. It exposes integrations via an MCP server.
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