趋势榜

面向 AI 与人类的代码库智能：代码健康分、自动生成文档、git 分析、死代码检测，以及通过 MCP 提供的架构决策支持。Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

免费、双向的 Figma MCP server。可将设计转为框架感知代码，也可将代码推回画布。支持 Claude Code、Cursor、Codex 以及任何 MCP 客户端。Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.

面向兼容安卓车机的独立 CarPlay 接收器，提供有线与无线公开预览版。Independent CarPlay receiver for compatible Android head units. Wired and wireless public preview.

🦀️ CRAB: 面向多模态语言模型 Agent 的跨环境 Agent 基准。https://crab.camel-ai.org/🦀️ CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents. https://crab.camel-ai.org/

Hermes Agent 的 Windows 端便携桌面版 — 100 个工具、图形界面、通过 LM Studio 加载本地模型、TTS、音乐、ComfyUI、工作流、工具创建器。无需安装、无需 Docker、无需管理员权限。Hermes Agent made portable desktop for Windows — 100 tools, GUI, local models via LM Studio, TTS, Music, ComfyUI, workflows, tool maker. No install. No Docker. No admin rights.

DeepSeek 桌面应用——内嵌浏览器，自动识别 AI 回复中的命令和工具调用并执行

使用 Rust 从零重建的 OMSI 2，兼容所有地图与 MOD（需要原版 OMSI 2）。OMSI 2 recreated from scratch in Rust, compatible with every map and mod (requires the original OMSI 2)

📦 为 npm registry 打造的快速、体积小巧的包管理器，使用 TypeScript 编写。📦 A fast, tiny package manager for the npm registry, written in TypeScript.

一个持续更新的、机器可读的开源项目目录，包含实用摘要、分类、质量信号与透明评分。A living, machine-readable catalog of open-source projects with practical summaries, categories, quality signals and transparent scoring.

本地代码搜索，结合 BM25、向量相似度与 cross-encoder 重排序。使用 tree-sitter 解析 60+ 种语言，完全离线运行，返回包含文件路径、行号范围与符号元数据的结构化结果。使用 Rust 构建。Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.

Harness 官方 MCP Server。Harness’ official MCP Server

一项 Claude Code skill，可通过纯代码制作动态设计视频：HTML + Playwright + ffmpeg。无需 After Effects，无需 Remotion 授权。A Claude Code skill to make motion design videos in pure code: HTML + Playwright + ffmpeg. No After Effects, no Remotion license.

Agent 操作系统Agent operating system

ONCE Campfire 用 Rust 重写：单一二进制，复用 Rails 应用数据，速度提升 19–44×ONCE Campfire in Rust: one binary, the Rails app's data, 19–44× faster

精心策划、持续更新的 LLM Agent 论文阅读清单，收录 500+ 篇论文，涵盖规划、记忆、工具使用、多智能体、评估与安全。配套综述论文《LLM Agents: A Survey》。A curated, continuously updated reading list of 500+ papers on LLM agents: planning, memory, tool use, multi-agent, evaluation & safety. Companion to the survey 'LLM Agents: A Survey'.

理解 Azure 计费。Understand Azure billing

magpie 的签名构建版本。Signed builds of magpie

Bye 是受 HEY 启发的开源邮件与日历平台。Bye is an open-source email and calendar platform inspired by HEY.

无需盯守的编程 Agent。启动任务后即可离开。AFK 会构建功能、验证自身工作，完成后发消息通知你。回来即可看到每一步、每个决策以及待处理事项的详细清单。遇到不确定时，它会停下询问而非猜测。The coding agent you don’t have to watch. Start a task and walk away. AFK builds the feature, verifies its own work, and texts you when it’s done. You come back to a receipt of every step, every decision, and what’s waiting on you. If it’s unsure, it stops and asks instead of guessing.

基于 Jev API 的开放决策模型：通过前向传递给出带概率的类型化答案（yes/no、choice、score、multi），无需生成。基于 Qwen3.5-4B + LoRA，单卡 GPU。Open decisions model with Jev's API: typed answers (yes/no, choice, score, multi) with probabilities from forward passes, no generation. Qwen3.5-4B + LoRA, one GPU.

STEPQuant: Delta 规则循环状态量化中错误在何时何处重要STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization

Neeharika Hemrajani，耶鲁管理学院与耶鲁大学计算机科学系 2026 年秋季独立研究项目。本项目针对光电容积脉搏波 (PPG) 的基础模型与逐人适配技术进行研究，衡量现有方法在成本与准确率之间的权衡。Neeharika Hemrajani, Independent Study, Yale School of Management and Yale University Department of Computer Science, Fall 2026. The following project is an independent study of foundation models for photoplethysmography (PPG) and per-person adaptation techniques to measure the cost versus accuracy gains across existing methods.