Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Headroom compresses everything your AI agent reads — tool outputs, logs, RAG chunks, files, and conversation history — before it reaches the LLM. Same answers, fraction of the tokens.

LM Studio is a desktop app for developing and experimenting with LLMs on your computer.

Key functionality

A desktop application for running local LLMs
A familiar chat interface
Search & download functionality (via Hugging Face 🤗)
A local server that can listen on OpenAI-like endpoints
Systems for managing local models and configurations

ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, Markdown, etc.).