科研分类下，按 star 从高到低第 51-60 名：

说明：本榜条目为 GitHub 项目简介的英文原文索引（含 star 快照与仓库链接），项目版权归原作者；中文精读见站内「文献精选」等栏目。

51. AlterLab-IEU/AlterLab-Academic-Skills

★ 62

239 evaluated academic Claude/agent skills across 17 research domains (bioinformatics, data science,

→ github.com/AlterLab-IEU/AlterLab-Academic-Skills

52. OvOhao/auto-paper-collecter

★ 60

📚🔭 Your personal research radar — an LLM-powered tool that auto-aggregates the latest papers for you

→ github.com/OvOhao/auto-paper-collecter

53. eseifert/altero

★ 59

Self-hosted sync server for Zotero — keep libraries, groups, notes and attachments on your own infra

→ github.com/eseifert/altero

54. drpwchen/paper-fetch

★ 58

Publisher-aware full-text PDF fetcher — DOI in, PDF out via OA → publisher TDM APIs → your own insti

→ github.com/drpwchen/paper-fetch

55. Kestrel-Foundry/KestrelAI

★ 53

Long-term Research Assistants with Self-Scheduling

→ github.com/Kestrel-Foundry/KestrelAI

56. packing-box/bintropy

★ 51

Analysis tool for estimating the likelihood that a binary contains compressed or encrypted bytes

→ github.com/packing-box/bintropy

57. AI4Science-WestlakeU/research_toolbox

★ 50

A useful toolbox for research.

→ github.com/AI4Science-WestlakeU/research_toolbox

58. DiscourseGraphs/discourse-graph

★ 45

A tool and ecosystem for collaborative knowledge synthesis

→ github.com/DiscourseGraphs/discourse-graph

59. keithligh/Auto-Academic-Paper

★ 44

AI Agents for Academic Writing. Ingests PDFs or markdown → outputs publish-ready LaTeX with verified

→ github.com/keithligh/Auto-Academic-Paper

60. Curated-Awesome-Lists/GPT-Awesome-List-Generator

★ 43

A powerful and automatic awesome list generator leveraging GPT models. Enter your keyword and its de

→ github.com/Curated-Awesome-Lists/GPT-Awesome-List-Generator