AI product Open source
waggle is an open-source reference layer for handing off artifacts between AI agents. It replaces pasted files with compact, approximately 30-byte tokens that resolve into an agent-specific view while preserving attribution and recording which parts were read.
The token travels without automatically expanding the underlying artifact. Resolve, read, and search operations return only the requested projection or slice within byte budgets, and corrections can propagate to token holders. waggle is MCP-native and runs as an MCP server for agent tools.
1 use taken from transcripts — each links to the moment in the video.
An open-source reference layer for handing off artifacts between agents using compact tokens instead of pasted files. It records attribution and reads, propagates corrections, and runs as an MCP server for agent tools.
1 in the library.