实时增长榜 · 周综述每周日由 spark 生成
20 MB lightweight cross-platform database client for 90+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 90+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP Server。
Caura（前身 MemClaw）——面向 AI Agent 集群的受治理共享内存。多 Agent、多租户、原生 MCP。支持信任分级、keystone 策略、审计日志、知识图谱、自改进检索。Apache 2.0。Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
ClickHouse 开源运维顾问 —— 提供实时监控以及由 AI 驱动的索引/分区/物化视图推荐。Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index/partition/materialized-view recommendations.
基于 Hermes Agent 的自主攻击性安全、漏洞悬赏与红队 Agent 框架，具备专用推理技能与多模型 LLM 编排能力。Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
跨自有机器的私有智能搜索。系统离线时仍可搜索，包括深藏在 VM 和 archive 中的文件。Private, intelligent search across every machine you own. Systems remain searchable when offline, including files buried inside VMs and archives.
我们收集并分析意大利公共支出数据，借助 AI 识别公共资源利用效率可提升之处。Raccogliamo e analizziamo i dati sulla spesa pubblica italiana per individuare, grazie all’AI, dove è possibile migliorare l’efficienza e l’utilizzo delle risorse pubbliche.
面向 Cursor 2026 的开源 AI Expert Agent Bridge。Open Source AI Expert Agent Bridge for Cursor 2026
Apeireth——AGI 操作系统 / LLM 基础（Rust）。85 个 crate：companion organ、world model、好奇心、假设检验、双层洋葱安全。Apeireth — An AGI Operating System / LLM Base (Rust). 85 crates: companion organ, world model, curiosity, hypothesis testing, double-onion security.
语音听写，同时结合你所指屏幕位置的上下文。Voice dictation with the screen context you point at.
为大型语言模型（LLM）和 RAG 系统转换并优化你的 markdown 文档，自动生成 llms.txt。Transform and optimize your markdown documentation for Large Language Models (LLMs) and RAG systems. Generate llms.txt automatically.
Open-source AI-assisted writing studio for long-form fiction. 故事设定、正文版本、AI 协作、审稿与交付一体化的长篇小说写作工具。
PCB_lightgraph_portable 是一款点击即可运行的 PCB 图片智能分层与图纸导出的html工具。
Promptfoo 的 GitHub Action。可用于测试 prompt、Agent 与 RAG；支持 LLM 的 AI 红队对抗、渗透测试与漏洞扫描；对比 GPT、Claude、Gemini、Llama 等模型的性能；通过简洁的声明式配置集成命令行与 CI/CD。The GitHub Action for Promptfoo. Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.
ELM 是将 LLM 应用于能源研究的一系列工具集合。ELM is a collection of utilities to apply Large Language Models (LLMs) to energy research.
用于可复现 AI Agent 评测的确定性、可分叉、有状态 MCP 测试世界——不对生产环境产生副作用。Deterministic, forkable, stateful MCP test worlds for reproducible AI agent evaluation—without production side effects.
通过 hooks 拦截 AI 编程 Agent 发起的 cargo/gcc 构建，并透明地将其路由到远程工作机器，像在本地编译一样返回产物。Intercepts cargo/gcc builds from AI coding agents via hooks and transparently routes them to remote worker machines, returning artifacts as if compiled locally
📄 面向 AI Agent、RAG、知识图谱的每日论文发现 —— 覆盖 arXiv + HuggingFace + Papers With Code📄 Daily paper discovery for AI Agent, RAG, Knowledge Graph - arXiv + HuggingFace + Papers With Code
自主多 Agent 研究系统，集成学术检索（arXiv + Semantic Scholar）、基于词典的情感分析、引用网络可视化，以及 CI/CD 发布工作流。Autonomous multi-agent research system with academic search (arXiv + Semantic Scholar), lexicon-based sentiment analysis, citation network visualization, and CI/CD release workflow
本仓库包含用于结构化数据新型类别不平衡学习方法系统文献综述的 Python 流水线与最终数据集，支持文章自动筛选，并提供文章级与实验级摘要，包括所用数据集与报告的性能结果。This repository contains a Python-based pipeline and final dataset used in a Systematic Literature Review on novel class imbalance learning methods for structured data. It supports automated article filtering and provides article- and experiment-level summaries, including datasets used and reported performance results.
系统综述《Artificial Intelligence for Agricultural Residue Burning Monitoring》的数据、筛选记录与补充材料。Data, screening records, and supporting materials for the systematic review “Artificial Intelligence for Agricultural Residue Burning Monitoring.”
Codex skill：将已批准的科研图表蓝图转化为可溯源、使用真实数据的发表级图表。Codex skill for turning approved scientific figure blueprints into traceable real-data publication figures
Jiří Lebl 所著 Basic Analysis、Notes on Diffy Qs 和 Cultivating Complex Analysis 的 Bahasa Indonesia 版本——LaTeX 源码与模块化后端。Edisi Bahasa Indonesia untuk Basic Analysis, Notes on Diffy Qs, dan Cultivating Complex Analysis karya Jiří Lebl — sumber LaTeX dan backend modular.
Claude Code 插件：从 arXiv、Semantic Scholar 与 OpenAlex 拉取指定主题的近期真实论文，并以独立的交互式 HTML 阅读器交付，支持 Markdown / JSON / BibTeX / RIS 导出。Claude Code plugin: fetch real recent papers on a topic from arXiv, Semantic Scholar and OpenAlex, and deliver them as a self-contained interactive HTML reader with Markdown / JSON / BibTeX / RIS export.
自托管共享记忆，面向 AI Agent 团队。支持房间（Rooms）、L0-L3 层级深度与 MCP；读取路径不调用任何语言模型。基于 vectorize-io/hindsight（MIT）的 fork。Self-hosted shared memory for a team of AI agents. Rooms, hierarchical L0-L3 depth, MCP. The read path never invokes a language model. Fork of vectorize-io/hindsight (MIT).
基于 NLP 与语义嵌入（SciBERT/SPECTER）的 AI 论文推荐系统。用户输入论文或关键词，即可获得排序后的上下文相关推荐，解决关键词检索造成的信息过载，加速学术文献发现。An AI-powered system that recommends relevant research papers using NLP and semantic embeddings (SciBERT/SPECTER). Users input a paper or keywords and receive ranked, context-aware suggestions—solving information overload from keyword-based search and speeding up academic literature discovery.
珊瑚损伤后再生：PRISMA 系统综述与 meta 分析Coral regeneration after wounding: PRISMA systematic review and meta-analysis