LLMs
mcp-cli: A Lightweight CLI for Model Context Protocol Servers
July 25, 20263 min read
Large language models, scaling laws, and foundation models.
3 articles

The AI agent ecosystem is rapidly evolving. With agents connecting to external tools, APIs, and data sources, a key challenge has emerged: keeping context windows manageable while still enabling powerful interactions.

Every time you want to add a new language or improve an existing one, the entire system has to be rebuilt from scratch.

Imagine trying to find the definition of “EBITDA” in a 200‑page annual report. A human would flip to the table of contents, skip to the “Financial Statements” chapter, and then drill down to the section that actually…