Ashutosh Kumar

Local-first MCP server for AI coding agents. A 24 MB Rust binary that replaces Read, Grep, and Glob with 12 symbol-aware tools — 15–35× token reduction, 8 ms queries on 320K symbols. Your code never leaves your machine.

Detect duplicate, near-duplicate, and stolen content across text, code, images, audio, and video. Reliably. At scale. UCFP is a production-grade content fingerprinting framework that lets you identify exact matches and perceptual similarity—even when content is cropped, paraphrased, compressed, trimmed, or lightly edited

BlipMQ is a blazing-fast, embeddable message bus built in Rust. Designed for modern infra and microservices.