Vibe Coding DiscoverContext compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.
sqz is a Rust tool that compresses and deduplicates coding-agent tool output before it enters the model context. It works offline without LLM calls and integrates with Claude Code, Cursor, Codex, Kiro, Zed, and MCP clients.
Use Cases
Compress build and test output before it reaches an AI coding agentReplace repeated tool output with short referencesReduce context-window and token usage across coding sessionsAdd context compression to MCP clients and editor integrations
Built With
- Language
- Rust
Tags
AI coding agents · context compression · token optimization · session deduplication · MCP · Claude Code · Cursor · Codex · CLI · offline