Meet Token Saver: An Open-Source MCP Extension Using Local Hybrid RAG to Cut Claude PDF Token Costs 90-99% — 2026-07-30

Impact Vector: AI Tools · Jul 30, 2026 · 4m

## Short Segments AngelSpec from Tencent redefines speculative decoding with a unified training framework. Today, we're diving into Tencent's AngelSpec, a new open-source framework that optimizes speculative decoding for AI models. We'll also explore Moonshot AI's MoonEP, a library enhancing expert parallelism for massive models. And later, we'll feature Token Saver, a tool that dramatically cuts token costs for large PDF analysis. Tencent has unveiled AngelSpec, an open-source framework designed to enhance speculative decoding for AI models. AngelSpec supports both multi-token prediction and…