2 篇文章 含有標籤「mcp」

Over the last two weeks we addressed two major product quality issues:

1. The MCP Gateway did not have a single class for credential resolution.
2. Pass-through APIs had high memory consumption.

Across the same window we shipped 134 bug fixes in total. This post covers the two big changes first, then the rest of the AI Eng and reliability work, the full breakdown, and what we are doing next.

Claude Code is one of the heaviest consumers of input tokens in a modern engineering org. Long tool loops, large file reads, and MCP catalogs with hundreds of tools push every request toward the top of the context window, and the bill scales with it.

If Claude Code already points at a LiteLLM proxy (via ANTHROPIC_BASE_URL), there are five levers the platform admin can pull to bring that cost down. None of them require a client-side change.