Intelligently compresses code to optimize LLM context windows, enhancing AI coding assistant capabilities.
Sponsored
Skim is a production-ready Model Context Protocol (MCP) server that intelligently compresses code for large language model (LLM) context windows. Designed specifically to work with AI coding assistants like Claude Code, it automatically reduces code content by 60-95% while preserving structural integrity. This enables LLMs to analyze larger codebases without encountering 'context too long' limitations, leading to more accurate code suggestions and comprehensive project analysis.
Key Features
01Secure by Default with path validation, input sanitization, and rate limiting.
02DoS Protection through request and size limits, and timeout handling.
030 GitHub stars
04Production Monitoring capabilities including structured logging, health checks, and metrics.
05High Performance with fast execution via spawn and optimized buffering.
06Comprehensive Logging integrated with Winston for configurable levels.
Use Cases
01Analyzing large project architectures with AI coding assistants.
02Helping LLMs understand the core logic of large files by compressing them to essential structures.
03Facilitating detailed code reviews by enabling LLMs to process more context.
