The W&B MCP Server is a tool based on the Model Context Protocol that allows users to query and analyze experimental data, trace records, and reports on the Weights & Biases platform through natural language, and supports integration with multiple AI development environments.

Boundary MCP is a decision - structure analysis tool based on the MCP protocol. It doesn't provide answers or advice. Instead, it helps users see the essential structure of decision - making problems and what they're betting on by depersonalizing problems, identifying variables and constraints, generating the strategy space, analyzing risk distributions, and prompting cognitive biases, ultimately allowing users to take responsibility for their own choices.