The week in brief

Behind it, Firecrawl (+2,710) and vLLM (+1,502) followed.

One new tool joined the directory this week: NVIDIA OpenShell.

On Hacker News, “OpenShell. A safe, private runtime for fleets of autonomous AI agents” drew the most attention in this space (502 points, 218 comments). Among listed tools, OpenRouter's site was linked from 37 Hacker News stories over the past 90 days, more than any other tool here.

In research, “IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems” collected the most upvotes on Hugging Face Daily Papers this week (101). Among new GitHub repositories created in the past 7 days, Charonyuu/whatsmyagentdoing leads with 242 stars.

Biggest GitHub star gainers

GitHub star counts for the 54 open source tools we track, compared between Oct 18, 2026 and Oct 26, 2026 (180 hours apart).

Star gains, Oct 18, 2026 to Oct 26, 2026
ToolStars beforeStars afterGainChange
OpenCode216,488221,720+5,2322.42%
Firecrawl192,754195,464+2,7101.41%
vLLM94,07495,576+1,5021.60%
OpenAI Codex129,755130,977+1,2220.94%
Claude Code152,248153,418+1,1700.77%
Ollama183,742184,823+1,0810.59%
Gemini CLI107,440108,397+9570.89%
Dify158,807159,581+7740.49%

New listings this week

Tools added to the directory this week
ToolCategoryListed
NVIDIA OpenShellDev Tools & ProtocolsOct 23, 2026

Most discussed on Hacker News

The highest scoring Hacker News stories in this space during the week.

Listed tools with the most Hacker News links

Hacker News stories linking to each tool's own website over the past 90 days.

Notable new papers

The most upvoted papers on Hugging Face Daily Papers and the newest relevant arXiv preprints from this week.

  1. IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI SystemsHF Daily Papers · Oct 21, 2026 · 101 upvotes
  2. UserArena: Benchmarking Interactive User Simulation for Long Horizon Shopping AgentsHF Daily Papers · Oct 21, 2026 · 41 upvotes
  3. FilmFlow: Agentic System for 3D Virtual Film CinematographyHF Daily Papers · Oct 21, 2026 · 32 upvotes
  4. HiSTEVE 1.0: Harnessing Human Interface VLA Agents for Open World GamesHF Daily Papers · Oct 21, 2026 · 31 upvotes
  5. RSIHub: A Composable Framework for Agent Evolution MethodsHF Daily Papers · Oct 22, 2026 · 29 upvotes
  6. SceneBloom: Agentic Indoor Environment Generation with Realistic and Diverse Layouts for Embodied LearningarXiv · Oct 23, 2026 · Yuhan Liu, Lianhui Qin, Shenji Wan · cs.CV
  7. Do "True" and "False" Add Up to One? Complement Consistency in LLM Agent Opinion SimulationsarXiv · Oct 23, 2026 · Anouar Imel, Jin Qi · cs.AI
  8. J-Comm: Jacobian-Guided Latent Communication between LLM AgentsarXiv · Oct 23, 2026 · Xiangwei Wang, Wei Wang, Sachith Seneviratne et al. · cs.CL
  9. Reimagining Enterprise RAG for Multi Agent Systems: A Knowledge Layer That Organizes Before It RetrievesarXiv · Oct 23, 2026 · Garima Agrawal, Prasun Das, Akshay Sarvade et al. · cs.AI
  10. Frontier-OPD: Discovering the Edge of Agent Capability and Teaching Agents to Go BeyondarXiv · Oct 23, 2026 · Zheng Jiang, Yiming Chen, Houde Qian et al. · cs.CL

New GitHub repos in AI agents

Repositories created in the 7 days before Oct 26, 2026, ranked by stars.

New repositories ranked by GitHub stars
RepositoryStarsLanguageDescription
Charonyuu/whatsmyagentdoing242JavaScriptSee what every Claude Code and Codex agent on your machine is doing: live, in a little office.
Zafer-Liu/claude-super-sidebar155JavaScriptA visual sidebar for Claude Code and Codex: agent trees, live status, and conversation task flows.
Cattmonkey/ChaosIntelligence141Python把智能体当函数,把想法写成程序。Agent native functional language with a CLI, Web IDE, goal driven bots and live UI. Source available; no AI training.
Monopoly0024/simple-reviewer-v1136PythonSimple Reviewer: a Codex skill for AI assisted coding and Vibe Coding. Explain code, visualize workflows, and verify goals with evidence. | 简单的审阅者:协助 AI 编程与 Vibe Coding,解释代码、可视化流程,以证据复核目标。
mokevnin/dev-quality-gates114PythonAn opinionated, curated list of tools for enforcing software development standards: one recommended tool per job, with limits.
stockedge/manga-generator113JavaScript原作から脚本・画像生成・組版・PDF出力まで進める、Codex向け漫画制作ツール
YOLOW92/pagesift94RustHigh performance, memory efficient Rust web crawler & content extraction engine for AI agents and RAG. Adaptive crawling, clean Markdown, structured data, PDF/RSS parsing, browser rendering, Firecrawl
hassan-algo/open-sesame93HTML🔓 An AI web pentest skill for Claude Code. Point it at a site you're authorized to test. It maps the attack surface, works through the OWASP WSTG, validates findings, and writes dev + stakeholder rep

How we compile this report

Every figure comes from a public source: star counts from the GitHub API, story scores and links from Hacker News (via Algolia), papers from arXiv and Hugging Face Daily Papers, and new repositories from GitHub search. Hacker News link counts include stories whose link points to the tool's own domain. Listing dates are the day a tool joined Drydock. Numbers are shown as recorded; if a figure is unavailable, it is left out rather than estimated.