Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
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DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Contexts Optical Compression
Deduplicating archiver with compression and authenticated encryption.
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
SSH server & client security auditing (banner, key exchange, encryption, mac, compression, compatibility, security, etc)
Insane(ly slow but wicked good) PNG image optimization
SSH server auditing (banner, key exchange, encryption, mac, compression, compatibility, security, etc)
Self hosted file converter and compression tool for images, video, audio, json, excel and more. Supports over 3,000 conversions!
:camera_flash: Fast batch image resizer and rotator
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.
One zero-dependency MCP gateway CLI for every server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 561KB, pure Python. | 零依赖 CLI：管所有 MCP 工具与技能，工具发现省 99.2% token。
TOMC Memory: CPU context compression and task memory for Codex, Claude Code, Cursor, TRAE, WorkBuddy and other MCP clients.
Micropython wrapper for FastLZ, a lightning-fast lossless compression library