HN Naveenayalla1 6/10/2026

MCP Server Toolkit – Plug-and-Play

MCP Server Toolkit enabling AI coding agents direct access to codebases, databases, and documentation through Model Context Protocol.

HN jaksa 6/10/2026

Is your project Agent-Ready?

Framework for assessing AI agent readiness in software projects with maturity models and Claude Code automation skills.

HN tosh 6/10/2026

Overtone

Open source toolkit for designing synthesizers and music collaboration using Clojure and SuperCollider.

HN manavg76 6/10/2026

Show HN: Claude Code Context Analyzer

Context window usage analyzer tool for Claude Code sessions providing visualization and optimization tracking across tools.

Ax Fabian Gr\"oger, Simone Lionetti, Philippe Gottfrois, Alvaro Gonzalez-Jimenez, Ludovic Amruthalingam, Elisabeth Victoria Goessinger, Hanna Lindemann, Marie Bargiela, Marie Hofbauer, Omar Badri, Philipp Tschandl, Arash Koochek, Matthew Groh, Alexander A. Navarini, Marc Pouly 6/10/2026

CleanPatrick: A Benchmark for Image Data Cleaning

CleanPatrick: large-scale benchmark for image data cleaning using 496k annotations from medical workers on dermatology images.

Ax Sobihan Surendran (LPSM), Adeline Fermanian (LPSM), Sylvain Le Corff (LPSM) 6/10/2026

Latent Guided Sampling for Combinatorial Optimization

Neural combinatorial optimization using latent guided sampling for NP-hard problems in logistics, manufacturing, and drug discovery.

Ax Qinchan Li, Kenneth Chen, Changyue Su, Wittawat Jitkrittum, Qi Sun, Patsorn Sangkloy 6/10/2026

Cost-Aware Routing for Efficient Text-To-Image Generation

Framework for cost-aware routing in text-to-image diffusion models to adaptively balance generation quality and computational cost per prompt.

Ax Taeyoun Kwon, Junhyuk Ahn, Taegeun Yun, Heeju Jwa, Yoonchae Choi, Siwon Park, Jongchan Kim, Hyungon Ryu, Hyuk-Jae Lee, Nam-Joon Kim 6/10/2026

Whisfusion: Parallel ASR Decoding with Masked Diffusion

Parallel ASR decoder using masked diffusion for non-autoregressive multilingual speech recognition with reduced latency.

Ax Dennis Elbr\"achter, Giovanni S. Alberti, Matteo Santacesaria 6/10/2026

MAD: Manifold Attracted Diffusion

Diffusion model modification using manifold hypothesis to generate clean samples from noisy training data via improved inference.

Ax Zhepei Wei, Xiao Yang, Kai Sun, Jiaqi Wang, Rulin Shao, Jingxiang Chen, Mohammad Kachuee, Teja Gollapudi, Yiwei Liao, Nicolas Scheffer, Rakesh Wanga, Anuj Kumar, Yu Meng, Wen-tau Yih, Xin Luna Dong 6/10/2026

TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

Reinforcement learning approach to improve LLM truthfulness by encouraging models to recognize uncertainty and abstain on out-of-distribution questions.

Ax P. Gilda (Columbia University), P. Dungarwal (Columbia University), A. Thongkham (Columbia University), E. T. Ajayi (St John's University), S. Choudhary (Columbia University), T. M. Terol (Columbia University), C. Lam (Columbia University), J. P. Araujo (Columbia University), M. McFadyen-Mungalln (Columbia University), L. S. Liebovitch (Columbia University), P. T. Coleman (Columbia University), H. West (Columbia University), K. Sieck (Toyota Research Institute), S. Carter (Toyota Research Institute) 6/10/2026

AI Application Gives Users Real-Time Feedback on the Level of Peace in the Social Media Videos They Watch

AI application that analyzes YouTube videos in real-time to detect hate speech vs peace speech and provides user feedback on content tone.

Ax Marc Becker, Lennart Schneider, Martin Binder, Lars Kotthoff, Bernd Bischl 6/10/2026

mlr3mbo: Bayesian Optimization in R

mlr3mbo: modular toolbox for Bayesian optimization in R supporting multi-objective, batch, and async parallelization.

HN cbrewster 6/9/2026

Grit: Rewriting Git in Rust with Agents

Anthropic and GitHub used AI agents to port Git from C to Rust, passing full C Git test suite. Library-first, memory-safe implementation.