Token Reduction Python Packages

neuralmind

Persistent memory for AI coding agents. Your agent learns your codebase the way a senior engineer would — what files go together, what you usually edit next. Works with Claude Code, Cursor, Cline, Continue. 100% local. (Side effect: 40-70× cheaper code questions.)

reducethemtokens

Compress any code repo into a compact skeleton to reduce LLM token usage

context-compressor

AI-powered text compression library for RAG systems and API calls. Reduce token usage by up to 50-60% while preserving semantic meaning with advanced compression strategies.

contextos-cli

AI context infrastructure layer — reduce token consumption, maintain AI continuity. Fully removable.

software-dlc-tile

Token-efficient tabular encoding for JSON and LLM prompt payloads.

astra-mcp

MCP server giving Claude Code, Cursor & Codex permanent AST code memory. 98.9% token reduction. 100% local.

rust-cave-001

High-performance text compression — Rust-backed Python bindings for sentence-aware NLP compression and token optimization.

certainlogic-guard

Deterministic AI verification middleware that catches hallucinations and cuts token costs.