"author:kWatson951" matching MCP servers:

Enables an LLM to analyze documents far larger than its context window by issuing symbolic Nucleus commands that are parsed, type-checked, and executed server-side against the document. Results are kept in in-memory handles and a persistent memory pad so agents carry compact stubs instead of large text blobs, cutting token usage dramatically.