TokenShield – cut your Claude Code bill 40-70%
Diff-based file reads and conversation deduplication slash token bills by 40%.

Six optimization layers slash Claude Code bills while keeping your API key local.
Developers and teams using Claude Code heavily
Diff-based file reads and conversation deduplication slash token bills by 40%.
Conversation dedup saves 60% on agentic loops when JinaAI costs real money.
Proxy-level LLM caching saves tokens during dev without instrumenting your code.
Caches bloated MCP responses and lets agents query with jq, saving real tokens.
Fixes multilingual token waste by translating to English before Claude, not after.
19x context pollution reduction via batching — solves a problem nobody's talking about yet.