Google tells you what exists. Faceabot tells you what holds up.
Verifies Bernstein run receipts and hash chains; lists the shipped presets and adapters. Read-only.
MCP endpoint :https://mcp.bernstein.run/mcp · website · measurements and detailsThe open-source governance layer for AI agents. Byte-identical run receipts, 40+ adapters, air-gap.
Package pypi :bernstein · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms