folkway is an open-source Python package that provides stigmergic memory for AI agents, allowing knowledge learned by one agent to be shared and remembered by others. It is designed for developers building multi-agent systems that require persistent, organizational memory. The package supports integration with the Model Context Protocol (MCP).
In the Frameworks & SDKs space, folkway takes a focused approach. It focuses on enabling AI agents to share and retain learned information across multiple agents for improved collaboration. It is built as an open-source project for AI agent developers. folkway is open source under the MIT license. folkway is available on the command line, and it can be self-hosted.
folkway first shipped in 2026. Key capabilities include stigmergic memory, agent collaboration, and organizational memory. It exposes integrations via an MCP server. folkway is currently in beta.
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