趋势榜

ReMe：面向 Agent 的记忆管理工具包——Remember Me, Refine Me.ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

一组 .NET 库，使用 LaTeX 排版样式渲染数学公式，面向 WPF 和 Avalonia 等基于 XAML 的框架。A collection of .NET libraries for rendering mathematical formulae using the LaTeX typesetting style, for the WPF and Avalonia XAML-based frameworks

Pi Coding Agent 扩展的 TypeScript monorepo，涵盖自动化、规划、语言工具、浏览器控制、网络研究、Git 工作流和配置同步。A TypeScript monorepo of Pi Coding Agent extensions for automation, planning, language tooling, browser control, web research, Git workflows, and configuration sync.

塔台 — 原生 SwiftUI iOS App，在本机管理机场订阅与自有节点，生成 Surge / Clash / Shadowrocket / Loon / Quantumult X 配置

面向医学研究的 Agent Skills——文献检索、报告规范与引用核查、统计、发表图表、投稿。兼容 Claude Code、Codex、Cursor 与 GitHub Copilot。由医师-研究者构建，在真实发表论文上验证。MIT 协议。Agent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT.

Claude Code 的完整 AI 开发工具包。包含 106 个 skill、36 个 agent、171 个 hook。安装 `ork` 获取稳定版（v9.x），或安装 `ork-alpha` 获取每日发布的 v10 版本。The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.

基于 Gen1Recomp 分支并修改的 Generation 2 宝可梦重编译项目。Generation 2 Pokemon Recomp forked from Gen1Recomp and modified

通过一个 flake input 即可获取 nixpkgs 任意包的任意版本。Any version of any nixpkgs package, from one flake input

AI 驱动的 CLI 编码 Agent，内置 20+ 工具，支持 MCP 与多模型提供商。AI-powered CLI coding agent with 20+ built-in tools, MCP support, and multi-model providers

一个论文排版编辑器A Paper Typesetting Editor

把 mufy 的聊天记录批量导出成 Markdown + JSON 的油猴脚本

通过静态重编译与 Metal，将 Super Mario Sunshine 移植到 iPhone、iPad 以及 Apple Silicon Mac。Super Mario Sunshine on iPhone, iPad, and Apple Silicon Mac through static recompilation and Metal.

HERO = Hashing · Edge cases · Rubrics · Overbuild——编码 Agent 过度防御的四类形态。一份可粘贴即用的契约，让它们停下。兼容 Claude Code、Codex、Antigravity、Cursor、Copilot、Windsurf、Gemini CLI。HERO = Hashing · Edge cases · Rubrics · Overbuild — the four shapes coding agents over-defend in. A paste-in contract that stops them. Works with Claude Code, Codex, Antigravity, Cursor, Copilot, Windsurf, Gemini CLI.

一个轻量且快速的 Rust 嵌入式键值存储。A lightweight and fast embedded key-value store for Rust.

面向 ComfyUI 的本地优先侧边栏 AI Agent——运行在你自己的 Claude 或 ChatGPT 订阅上（无需 API key，不产生额外 LLM 成本）。通过自然语言驱动你的实时图：编辑、工作流与安装。作为 comfyui-mcp 的面板 UI，comfyui-mcp 是 ComfyUI 的 Agent 原生控制平面。The local-first sidebar AI agent for ComfyUI — runs on your own Claude OR ChatGPT subscription (no API keys, no extra LLM costs). Drives your live graph: edits, workflows & installs in natural language. The panel UI for comfyui-mcp, the agent-native control plane for ComfyUI.

网文/小说写作 skill 包，覆盖长篇与短篇网络小说的扫榜、拆文、写作、去AI味、封面图全流程

一款面向 Windows 的现代化、高性能本地文件搜索与效率工具。基于 C# WPF 与 NT Services 构建，界面简洁、可高度定制，是 Everything 和 Listary 的替代方案，支持即时 NTFS MFT 解析、实时 USN 监听和插件扩展。A modern, high-performance local file search and productivity tool for Windows. A sleek, customizable alternative to Everything and Listary built with C# WPF and NT Services, featuring instant NTFS MFT parsing, real-time USN monitoring, and plugin support.

AI agents 的持久化加密记忆：一个 Rust 二进制，一个文件，无需云端。122 个标准 MCP 工具，混合召回，双时态历史，AES-256-GCM 加密。本地优先，支持气隙隔离，MIT 协议。Persistent, encrypted memory for AI agents: one Rust binary, one file, no cloud. 122 canonical MCP tools, hybrid recall, bi-temporal history, AES-256-GCM. Local-first, air-gap ready, MIT.

Agentic 预测市场交易的 Python SDKPython SDK for Agentic Prediction Market trading

描述或绘制即可成真——Kiln 让 3D 打印走进现实。开源 MCP server：AI agent（Claude、Codex、Cursor 或任意 MCP client）可在 Bambu Lab、Creality、Prusa、Elegoo、Klipper/Moonraker、OctoPrint、Duet/RepRapFirmware 以及任意 Marlin 打印机上完成设计、生成、切片与打印。Describe it or draw it — Kiln makes it real. The open-source MCP server for 3D printing: AI agents (Claude, Codex, Cursor, or any MCP client) design, generate, slice & print on Bambu Lab, Creality, Prusa, Elegoo, Klipper/Moonraker, OctoPrint, Duet/RepRapFirmware & any Marlin printer.

OpalaTex：你的本地学术生产工作室。按需借助 AI 生成论文、课程、教程与演示文稿，按实际用量付费，同时完全掌控数据。OpalaTex: your local academic production studio Create papers, classes, tutorials, and presentations with AI when you need it, paying for real usage while keeping control of your data.

适用于 LaTeX 的 Linter，附带实用的学术写作命令Linter for LaTeX with useful commands for academic writing

Literature-fetching & citation-auditing skill for LLM agents (Claude/Codex) — 讓 AI 引用經得起追問:找文獻、查核引用真偽與支持度、文獻支撐寫作,防幻覺引用。

面向学术研究的 Claude Code 插件：基于 MCP 的引用、实证完整性保障、系统综述、Zotero 操作及并行批评式的稿件修订Claude Code plugin for academic research: MCP-grounded citations, empirical integrity, systematic reviews, Zotero operations, and parallel-critic manuscript revision.

基于 AI 的学术同行评审助手。基于 LangGraph 构建，可核对引用与论点、标记无支撑断言、执行文献综述并推荐相关引用，帮助评审者与研究者更高效地评估严谨性AI-powered assistant for academic peer review. Built with LangGraph, this tool validates references against claims, flags unsupported assertions, performs literature reviews, and suggests relevant citations — helping reviewers and researchers assess rigor more efficiently.

🎵 专属你的私人数字调音师|AI 音乐搜索推荐 Agent | 基于大模型 + 知识图谱 + 双模型声学向量的本地智能音乐推荐系统 | LLM-powered Music Recommendation Agent with Hybrid RAG, Neo4j, and Long-term Memory

AI 系统作为理解智能机制的科学仪器AI Systems as Scientific Instruments for Understanding the Mechanisms of Intelligence

在研究全球干旱状况的同时实践可复现研究方法的项目A project to practice reproducible research practices while studying the state of drought around the world

一款插件，将 PayPal 的 API 与 MCP server 集成到多个 AI 编码 Agent（Claude Code、Cursor 等）的开发流程中。A plugin that integrates PayPal's APIs and MCP server across multiple AI coding agents (Claude Code, Cursor and more) into your development workflow.

定位并修复 MCP 2026-07-28 规范修订给你的 server 带来的破坏。21 条规则、5 个自动修复器与一张就绪度看板。Find and fix what the MCP 2026-07-28 spec revision breaks in your server. 21 rules, 5 autofixers, and a readiness board.

面向 Node.js 与 TypeScript 的 AI firewall。阻止 prompt injection、音频幻觉与 RAG 数据爬取。零依赖。MIT 许可。AI firewall for Node.js & TypeScript. Stop prompt injection, audio hallucinations, and RAG data scraping. Zero dependencies. MIT

面向 MCP 的 Agent 评估标准——对输出质量打分、捕获安全失败、强制成本预算。The agent eval standard for MCP — score output quality, catch safety failures, enforce cost budgets

自主式 AI agent 框架——基于 LangGraph 的 brain、swarm 编排、Arabic-first 设计，并具备人在环（human-in-the-loop）安全机制。Autonomous AI agent framework — LangGraph brain, swarm orchestration, Arabic-first, with human-in-the-loop safety.

围绕你的 AI Agent 搭建的工程化组织——任务、隔离会话、对抗式评审、记忆与决策路由，以环境的形式构建。The engineering organization around your AI agents — tasks, isolated sessions, adversarial review, memory, and decision routing, built as environment.

面向中小企业的 AI 运营层。将 Telegram、WhatsApp、Slack、Discord、GitLab、cron、webhook 以及 mesh 任务路由到基于 Claude、OpenAI 或任意 LLM 的 AI agent。非技术运营者使用 Web 向导，工程师使用 CLI。支持自托管。AI operations layer for small & medium businesses. Route Telegram, WhatsApp, Slack, Discord, GitLab, crons, webhooks, and mesh tasks to AI agents on Claude, OpenAI, or any LLM. Web wizard for non-technical operators, CLI for engineers. Self-hosted.

面向 Bugzilla 的安全加固 MCP server，使用 Rust 编写。Security-guarded MCP server for Bugzilla, written in Rust

面向 Claude Code、Codex、Cursor 等编码 Agent 的 Git 原生决策记忆。保留约束与被否决的备选方案，只呈现当前仍然生效的决策。Git-native decision memory for Claude Code, Codex, Cursor and other coding agents. Preserve constraints and rejected alternatives; surface only the decisions still in force.

自托管 AI 聊天平台，支持多步工具调用、持久化 Python 沙箱、RAG 和 Deep Research。支持 Claude、GPT、Gemini 及任何 OpenAI 兼容服务商。Self-hosted AI chat platform with multi-step tool calls, persistent Python sandbox, RAG, and Deep Research. Supports Claude, GPT, Gemini and any OpenAI-compatible provider.

运行在你 PC 上的开源 AI 内容工厂——自动发现主题、调研、撰写、多模型 QA 审核并发布。基于 Ollama 本地优先，$0 API 成本。The open-source AI content factory that runs on your PC — discovers topics, researches, writes, reviews with multi-model QA, and publishes. Local-first via Ollama, $0 API costs.

🔬 用 Science Flake 探索数据科学工作流——一个强大工具，可轻松管理和分享可复现的研究环境。🔬 Explore data science workflows with Science Flake, a powerful tool for managing and sharing reproducible research environments effortlessly.

利用 LLM 提示词、证据链接笔记、Excel 跟踪与跨论文综合，从 PDF 自动生成博士文献综述Automate PhD literature reviews from PDFs with LLM prompts, evidence-linked notes, Excel tracking, and cross-paper synthesis.

自托管语义代码搜索。将代码仓库和知识源索引至本地向量数据库，然后通过 CLI 或任何 MCP 兼容 Agent 进行自然语言搜索。Self-hosted semantic code search. Index repos and knowledge sources into a local vector DB, then search by natural language from CLI or any MCP-compatible agent.

AI 编码 Agent 的自动驾驶仪，支持 OpenCode、Claude Code、pi.dev、Cursor 等多种工具。Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more

通过真实工作流学习实践可复现研究的 R 开放教材An open educational textbook for learning reproducible research in R through practical, real-world workflows.

自动化科研 AI 系统的精选枢纽：覆盖文献综述、调研综合、实验设计与执行、论文写作、AI 科学家与自主研究 AgentA curated hub for AI systems that automate scientific research: literature review, survey synthesis, experiment design and execution, paper writing, AI scientists, and autonomous research agents.

IBANforge——集成 IBAN 校验、BIC/SWIFT 查询、Swiss clearing 与 EMI/vIBAN 分类 API 的服务，配套面向 AI Agent 的 MCP。IBANforge — IBAN validation, BIC/SWIFT lookup, Swiss clearing, and EMI/vIBAN classification API with MCP for AI agents

跨所有编码 CLI 的统一 agent 配置——导入、渲染、切换工具集，诊断偏移，安全恢复。本地优先，厂商中立，Rust 实现。One agent setup across every coding CLI — import, render, switch toolsets, diagnose drift, and restore safely. Local-first, vendor-neutral, Rust.

面向 Zed 的智能代码库搜索与索引。异步 MCP server，支持 LanceDB/BM25 混合搜索、多桶 RAG 以及自主 self-healing workflow。高性能、内存安全，可直接用于生产代码。Intelligent codebase search & indexing for Zed. Async MCP server featuring LanceDB/BM25 hybrid search, multi-bucket RAG, and autonomous self-healing workflows. High-performance, memory-safe, and ready for your production code.

绵羊遗传评估 CLI 与 MCP server——基于 NSIP 数据库检索个体、对比 EBV、规划配种、排序羊群。Sheep genetic evaluation CLI & MCP server -- search animals, compare EBVs, plan matings, rank flocks via the NSIP database

基于课程大纲的 skill 图谱搭配 AI 学习教练——将官方课程转化为带依赖关系的学习路径，并追踪掌握程度。目前覆盖德国 Gymnasium（文理中学）课程。Curriculum-backed skill graphs with an AI learning coach — official curricula turned into dependency-aware learning paths with mastery tracking. Currently covering German Gymnasium.

为 AI agent 提供可验证的记忆：写入受控、读取带溯源、双时态历史、无法回答时选择 abstention 而非幻觉。AGPL/商业双重许可。Verified memory for AI agents: gated writes, provenance on every read, bi-temporal history, abstention instead of hallucination. AGPL/commercial.

通过面向编码 Agent 的多 Agent Skill 工具包自动化论文写作，使用 PaperOrchestra 流水线将非结构化数据转换为 LaTeX 论文Automate research paper writing with this multi-agent skill pack for coding agents. Convert unstructured data into LaTeX papers using the PaperOrchestra pipeline.

akaOSS studio——五个面向人在回路 AI 测量与开发者工具的开源项目，Assist-Not-Complete 论文，可复现研究信息流，以及 HITL Kit 的 shadcn registry。站点 akaoss.dev。The akaOSS studio — five open-source projects for human-in-the-loop AI measurement and developer tooling, the Assist-Not-Complete paper, a reproducible research feed, and the HITL Kit shadcn registry. Live at akaoss.dev.

隐私优先的开发者情报——从信息噪声中提取真正重要的内容。Privacy-first developer intelligence — surfaces what matters from the noise

基于 LLM 的科研 Wiki，支持 Zotero 文献导入、MinerU PDF 转换以及知识图谱辅助的科学写作A llm research wiki for Zotero-backed literature ingestion, MinerU PDF conversion, and knowledge-graph-assisted scientific writing.

以安全为先、确定性合成的测试数据生成，基于 CSV 配置描述文件与白名单内的 Trino 元数据。Safety-first, deterministic synthetic test data generation from CSV profiles and allowlisted Trino metadata.

面向 AI Agent 的 Stellar MCP server：一个经认证的统一网关，汇聚官方文档、实时生态数据、社区情报与经过验证的操作手册。Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosystem data, community intel, and tested playbooks.

面向生产环境的、有内存约束的跨模型 KV-cache 传输，具备受保护的回退机制与可复现研究工具链。Production-oriented, memory-bounded cross-model KV-cache transfer with guarded fallback and reproducible research tooling.

官方 SELAT 插件——发现经过审核的 Skill 与联邦化 x402/MPP 能力，可通过你自己的 Circle Agent Wallet（自托管）从任意 Agent 支付。Official SELAT plugins — discover vetted skills and federated x402/MPP capabilities, pay from your own Circle Agent Wallet (self-custody), from any agent.

证据把关的研究生论文写作工作台：涵盖章节规划、文献综述、引文核验、DOCX 编辑、配图、作者署名/AIGC 感知审阅与最终 QAEvidence-gated graduate thesis writing workbench: chapter planning, literature review, citation verification, DOCX editing, figures, authorship/AIGC-aware review, and final QA.

面向 AI agent 与 agentic workflow 的开源 MLflow 插件：涵盖 prompt、tool、skill、MCP server、RAG 知识库、评估、部署、可观测性以及 Aria copilot。Open-source MLflow plugin for AI agents and agentic workflows: prompts, tools, skills, MCP servers, RAG knowledge bases, evaluation, deployment, observability, and Aria copilot.

RAG 真的物有所值吗？ragornot 在真实 AWS Lambda + Bedrock 后端上，通过四种检索模式（Flat/BM25、Hierarchical、LLM-only、RAG）运行相同查询，并测量延迟、质量、成本和碳排放——用数据帮你决定是否使用 RAG。静态 Next.js 部署于 GitHub Pages。Does RAG actually earn its cost? ragornot runs the same query through four retrieval modes (Flat/BM25, Hierarchical, LLM-only, RAG) against a live AWS Lambda + Bedrock backend and measures latency, quality, cost, and carbon — so you can decide RAG-or-not with data. Static Next.js on GitHub Pages.

TTS、语音转换与口语对话 Agent 的活体系统综述Living systematic review of TTS, voice conversion, and spoken conversational agents

Scholar Support：面向 Claude Code 的 APA 7 学术写作插件——起草、编辑、评分与引用 2026。Scholar Support: APA 7 Academic Writing Plugin for Claude Code – Draft, Edit, Grade & Cite 2026

UMD 行星长期记忆算法、公式、基准、SDK 与可复现研究。UMD planetary long-term memory algorithms, formulas, benchmarks, SDKs, and reproducible research

属于我的元分析的一部分，探讨 AI 辅助工具与理论模型开发的实用性。该应用是一个理论物理 IDE，用户可以导入理论模型，并借助 AI 进行组织与处理，内置文档生成功能。This is part of my meta-analysis where I investigate the utility of AI assisted tool and theoretical model development. This application is a theoretical physics IDE, where a user can import a theoretical model and use AI to organize and work on that model with built-in documentation generation.

AI 优化的 stash 存储——面向 Agent 的动态 RAG。通过 MCP 或 REST API 按需存储、搜索和检索文档、代码与数据。AI-optimized stash storage — dynamic RAG for agents. Store, search, and retrieve docs, code, and data on demand via MCP or REST API.

《Comparative Analysis of EEG Signal Preprocessing Impact on Generalization of a Transformer-Based EEG Imagined Speech Recognition》研究的可复现研究仓库。Reproducible research repository for 'Comparative Analysis of EEG Signal Preprocessing Impact on Generalization of a Transformer-Based EEG Imagined Speech Recognition' research work

MeetMaxxing 是一个多 Agent AI 会议副驾，将在线会议转变为智能、协作的体验。专用 AI Agent 处理实时辅助、会议摘要、语义记忆、跟进邮件和智能日程——通过 Agent-to-Agent 通信协作，而非单一单体 LLM 工作流。MeetMaxxing is a Multi-agent AI meeting copilot that transforms online meetings into intelligent, collaborative experiences. Specialized AI agents handle live assistance, meeting summaries, semantic memory, follow-up emails, and smart scheduling — collaborating through Agent-to-Agent communication instead of one monolithic LLM workflow.

基于 GTK4 的 Typst 编辑器，具备实时预览、LSP 补全、拼写检查、git 同步及学术写作工具GTK4 Typst editor with live preview, LSP completions, spell check, git sync, and academic writing tools

基于 Pingora 构建的纯 Rust API gateway，具备安全流量排空、不可变配置变更、限定作用域的 MCP 工具以及内置管理控制台。Pure Rust API gateway built on Pingora, with safe traffic draining, immutable config changes, scoped MCP tools, and an embedded admin console.

基于 Google Gemma 4 31B 的多 Agent 系统，用于辅助学术文献综述A multi agent system to aid academic literature review powered with Google's Gemma 4 31B

用于检索 PROSPERO 系统综述注册库的 MCP serverMCP server for searching the PROSPERO systematic review register

面向任意 QMK/VIA 键盘的 MCP server，通过原始 HID 读写灯光、键位映射与宏，无需厂商白名单。MCP server for any QMK/VIA keyboard. Read and change lighting, key mappings, and macros over raw HID — no vendor allowlist.

可配置、可审计的六 Agent 系统性文献综述工作流Configurable, auditable six-agent systematic literature review workflow

AI agents 的身份、记忆与协作平台——通过 CLI、MCP 和 Go 服务器提供事实、记忆、密钥管理及 agent 间消息传递。Identity, memory & collaboration platform for AI agents — facts, memories, secrets, and inter-agent messaging via a CLI, MCP, and a Go server.

AI 编码 Agent 的本地优先任务控制中心：可见的 PTY 工作流、隔离的 Git worktree、后端主导的审查、精确 OID 合并，以及不可变的完成回执。Local-first mission control for AI coding agents: visible PTY work, isolated Git worktrees, backend-owned review, exact-OID merge, and immutable completion receipts.

KAKANHI-LaTeX 文档的 Cookiecutter 模板，附带 Makefile。Cookiecutter template for KAKANHI-LaTeX documents with a Makefile.

以挑战为中心的多跳 RAG 研究枢纽：五类挑战分类法、208 篇文献综述快照，以及七篇综述参考库。Research hub for challenge-centered multi-hop RAG: five-challenge taxonomy, 208-work review snapshot, and seven-survey reference library.

Chrome 扩展，将 RAG 驱动的 AI 辅导带入任何学习管理系统（LMS），从高中到大学。BYOK Gemini API + Backboard.io 后端。为 CUTC Transform Hackathon 2026 构建。Chrome extension that brings RAG-powered AI tutoring to any Learning Management System (LMS); from high school to university. BYOK Gemini API + Backboard.io backend. Built for CUTC Transform Hackathon 2026.

meta-analysis.cz —— 研究类网站（静态站点，通过 GitHub Pages 托管）meta-analysis.cz — research website (static; served via GitHub Pages)

在消费级 GPU 上自动化机器学习模型从论文阅读到实验执行与同行评审的完整研究工作流Automate the full research workflow from paper reading to experiment execution and peer-review for machine learning models on consumer GPUs.

本地 Windows PDF 阅读器，支持直接文本翻译与 AI 辅助的科研阅读A local Windows PDF reader with direct text translation and AI-assisted research reading.

配套代码，对应 2026 Modeling the Future Challenge CRA 决赛入围作品《Urban Heat Island Effects in the Dallas-Fort Worth Metroplex: A Systematic Review》Code accompanying the 2026 Modeling the Future Challenge CRA Finalist "Urban Heat Island Effects in the Dallas-Fort Worth Metroplex: A Systematic Review"

用于学术演示的 LaTeX Beamer 模板。A LaTeX Beamer template for academic presentations.

实习项目：针对癌症治疗前营养的系统综述、证据综合、证据图谱以及面向患者与临床工作者的资源开发Placement project: systematic review, evidence synthesis, evidence mapping, and development of patient and clinician resources on pre-treatment cancer nutrition.

面向多种 coding agent 的终端。会话跨窗口存活，侧边栏一目了然展示谁在做什么。A terminal for many coding agents. Sessions outlive the window; one sidebar says who is doing what.

AI 研究工作台：提供 arXiv 论文推荐、论文/摘录文件夹，以及可将想法收藏的书签式对话窗口AI research workspace — arXiv paper recommendations, folders of papers/excerpts, and chat windows you bookmark ideas into.

简介：使用机器学习与数据挖掘技术预测学业表现。技术栈：Python、机器学习、数据科学 AI 研究实验室。教育数据挖掘文献综述、数据集采集与预处理、分类算法实现、模型性能对比、学业成功影响因素分析Description: Predict academic performance using machine learning and data mining techniques Technology: Python, Machine Learning, Data Science AI Research Lab Literature review on educational data mining Dataset collection and preprocessing Implement classification algorithms Compare model performance Analyze factors affecting student success

硕士研究项目中用于统计分析与数据可视化的 R 脚本R scripts used for statistical analysis and data visualisation in my MSc research project.

CampusIQ 是由 AI 驱动的学术知识管理与问答系统，借助 RAG、语义搜索、OCR、图像理解以及基于 LLM 的回答生成，实现教育内容的智能检索与分析。CampusIQ is an AI-powered academic knowledge management and question-answering system that enables intelligent retrieval and analysis of educational content using RAG, semantic search, OCR, image understanding, and LLM-based response generation.

独立的自主证据综合与系统综述工作台Standalone Autonomous Evidence Synthesis & Systematic Review Workbench

面向 Source 引擎地图工作的 MCP server：读取并检查 VMF、无重排编辑、按格式上限测算 BSP、通过 Wine（原生或 Hammer++）编译。MCP server for Source-engine map work: read and lint VMF, edit without reformatting, measure BSP against format limits, compile under Wine (stock or Hammer++)

面向学术写作的研究提示词生成器A research prompt generator for academic writing

混合 RAG 系统，具备 reranking、基于引用的 grounded citations，以及可选 provider-backed 执行的可确定离线评估分级。A hybrid RAG system with reranking, grounded citations, and deterministic offline evaluation tiers with optional provider-backed execution.

大语言模型（LLM）是一种人工智能（AI）程序，能够识别并生成文本，以及执行其他任务。A large language model (LLM) is a type of artificial intelligence (AI) program that can recognize and generate text, among other tasks.

基于多 Agent LLM 工作流的智能 AI 学术研究助手，可自动化完成学术论文发现、验证、文献分析、对比矩阵（含表格）、RAG 驱动的研究对话，并产出可直接用于稿件的文献综述An agentic AI academic research assistant that automates academic paper discovery, validation, literature analysis, comparison matrices with table, RAG-powered research chat, and manuscript-ready literature reviews using multi-agent LLM workflows.

基于 LangGraph、LangChain、Groq、ChromaDB 与 Streamlit 构建的多 Agent AI 研究助手，通过联网检索、获取 arXiv 论文、利用 RAG 索引 PDF 并生成有研究依据的回答，实现文献综述自动化Multi-agent AI Research Assistant built with LangGraph, LangChain, Groq, ChromaDB, and Streamlit. Automates literature review by searching the web, retrieving arXiv papers, indexing PDFs with RAG, and generating research-backed answers.

基于 Agno Agent 框架、Together AI 的 Qwen 模型与 Composio 工具构建的高级 AI 研究 Agent。该 Agent 通过生成研究问题、调用多个搜索引擎寻找答案，并结合 Google Docs 集成整理专业报告，帮助用户对任意主题开展全面研究An advanced AI research agent built using the Agno Agent framework, Together AI's Qwen model, and Composio tools. This agent helps users conduct comprehensive research on any topic by generating research questions, finding answers through multiple search engines, and compiling professional reports with Google Docs integration.

面向有据可循的 Agent 工作流的 TypeScript 参考实现，支持混合检索、人工审核与可回放的审计追踪。TypeScript reference implementation for grounded agent workflows with hybrid retrieval, human review, and replayable audit trails.

为 LLM Agent 提供探索与调用任意 OpenAPI/Swagger/Postman API 能力的 MCP server，支持搜索、检查与调用。MCP server that gives LLM agents superpowers to explore and call any OpenAPI/Swagger/Postman API — search, inspect, invoke.

MAI-Code 模型的官方仓库，用于发布 MAI-Code 模型版本与更新，并通过 issue 与反馈与开发者社区互动。Official repo for MAI-Code models, where we publish MAI-Code model releases and updates and engage with developer community on issues and feedback.

面向 Microsoft Word 的 AI 驱动学术校对工具，支持修订痕迹、审稿意见与写作润色，兼容 macOS 与 Windows。AI-powered academic proofreading for Microsoft Word — tracked changes, reviewer comments, and writing polish on macOS & Windows.

Virastar — 面向生产环境的 Agent Skill，用于波斯语学术写作、校对与论文编辑，支持波斯语正字法、学术风格、术语一致性、XePersian/LaTeX 以及证据感知科学编辑Virastar — A production-oriented agent skill for Persian academic writing, proofreading, and thesis editing, with support for Persian orthography, academic style, terminology consistency, XePersian/LaTeX, and evidence-aware scientific editing.

第四周小组文献综述Group Literature Review for Week 4

探索由 19,846 篇量子计算论文组成的 AI 原生知识库，面向搜索、趋势分析与 LLM 友好的研究工作流Explore an AI-native knowledge base of 19,846 quantum computing papers, built for search, trend analysis, and LLM-ready research workflows

Lafuanh Mind Bridge Connect 2026——无需整理的 AI 知识同步。Lafuanh Mind Bridge Connect 2026 - AI Knowledge Sync Without Sorting

基于 n8n 构建的 AI agent，用于阅读、分类和回复询价邮件，并与 Google Sheets 和 Gmail 集成。AI agent created in n8n for reading, sorting, and replying to quote emails, integrated with Google Sheets and Gmail.

SILVA Networks 是一个 Python 包，提供扩展的深度均衡层、定点求解器、隐式微分、结构化算子、诊断工具以及可复现研究 notebook。SILVA Networks is a Python package for extended deep equilibrium layers, fixed-point solvers, implicit differentiation, structured operators, diagnostics, and reproducible research notebooks.

面向天线与相控阵 PCB 的设计编译器：输入 YAML 规格，输出综合布局、KiCad DRC 校验与 openEMS 全波验证。核心为确定性 Python 实现，可通过 MCP 被 Agent 调用。Design compiler for antenna and phased-array PCBs: YAML spec in, synthesized layout, KiCad DRC, and openEMS full-wave verification out. Deterministic Python core, agent-ready via MCP.

可移植的学术写作技能与跨 Agent 工作流系统。可见性：私有Portable academic writing skills and cross-agent workflow system Visibility：Private

证据优先的 AI 科研平台，支持文献综述、科学写作、配图生成与可发表论文产出Evidence-first AI research platform for literature review, scientific writing, figure generation, and publication-ready papers.

证据优先的科研桌面工具，支持论文发现、PDF 证据抽取、论点分析、对比与文献综述综合Evidence-first research desk for paper discovery, PDF evidence extraction, claim analysis, comparison, and literature review synthesis.

3D 记忆岛屿，让 Google ADK agent 将你的记忆保存为有据可查的书：基于 Gemini on Vertex AI、Firestore、Pub/Sub 的 dreaming 机制构建知识图谱与 dark keepers，配合 Cloud TTS/STT 语音。All Things Agentic Hackathon 参赛作品。3D memory island where Google ADK agents keep your memories as grounded books: Gemini on Vertex AI, Firestore, Pub/Sub dreaming that builds a knowledge graph and dark keepers, Cloud TTS/STT voice. All Things Agentic Hackathon entry.

中文论文助手：有证据边界的协作式中文学术写作 Skill

本地优先的研究论文工作空间与可视化 AI Agent 工作流构建器Local-first research paper workspace and visual AI agent workflow builder

面向本地学术文档研究：用户对多篇PDF/Markdown论文提问，Agent自主决定检索范围、读取文本/页面/图表证据、判断证据是否充分并生成带引用回答；过程实时可看、结果可离线评测。

用于实践可复现研究规范的练习项目。A project to practice reproducible research partices

开源、原生支持 Claude 的文献综述工作流工具：支持 arXiv/DOI/URL/PDF 论文导入、章节抽取，并通过 paper-qa 实现单篇论文问答Open-source, Claude-native literature-review workflow tool: arXiv/DOI/URL/PDF paper ingest, section extraction, single-paper Q&A via paper-qa.

Custom workflowr themes and templates for reproducible research websites in RCustom workflowr themes and templates for reproducible research websites in R

为 coding agent 提供并行、隔离的本地环境——基于 git worktree + 容器，每个 bay 拥有独立端口、hostname 和数据库，可通过 CLI 或 MCP 驱动。Parallel, isolated local environments for coding agents — git worktree + containers + per-bay ports, hostname and database, driven by CLI or MCP.

Zerone——一条由 AI agent 见证并守护真相的 Proof-of-Truth 链。Zerone — a Proof-of-Truth chain where AI agents witness and keep truth

Claude Code 插件：面向 2026 年学术写作工作流的 42 个 Scholar AI 命令Claude Code Plugin: 42 Scholar AI Commands for 2026 Academic Writing Workflows

面向 Linux VPS 服务器的自主式 AI 驱动 SOC 安全 agent 与实时威胁分类器。包含针对 48 种攻击类别微调的 DistilBERT Transformer、DDoS 异常检测器、系统资源监控器、带 HTML 邮件告警的中央告警引擎，以及 REST 健康诊断接口。Autonomous AI-powered SOC Security Agent & Real-Time Threat Classifier for Linux VPS servers. Features a fine-tuned DistilBERT transformer (48 attack classes), DDoS anomaly detector, system resource monitor , central alert engine with HTML email reporting, and REST health diagnostics.

Kibin 是一家运营 kibin.com 的消费学习与学术写作公司，自 2011 年起受到学生信赖。其最新产品是一款 AI 驱动的学习伙伴（iOS 应用），可将讲座、笔记、PDF 和 YouTube 视频转化为个性化学习指南、测验、闪卡、转录稿与讲解，帮助学生更快学习……Kibin is a consumer study and academic-writing company operating at kibin.com, trusted by students since 2011. Its newest product is an AI-powered study partner (iOS app) that turns lectures, notes, PDFs, and YouTube videos into personalized study guides, quizzes, flashcards, transcripts, and explanations to help students learn faster and build…

Fintool 是一款面向对冲基金、资管机构及买方/卖方分析师等机构投资者的 AI 驱动股票研究分析师与金融副驾驶。其助手可摄取 SEC 文件（10-K、10-Q、8-K）、财报电话会议记录与金融数据，并附带来源引用地回答研究问题，加速……Fintool is an AI-powered equity research analyst and financial copilot built for institutional investors such as hedge funds, asset managers, and buy-side and sell-side analysts. Its assistant ingests SEC filings (10-K, 10-Q, 8-K), earnings-call transcripts, and financial data to answer research questions with source citations, accelerating…

关于基于 AI Agent 的可靠企业数据智能（EDI）的研究笔记、研究日志、文献综述与 PoC 实验Study totes, research log, literature review, and PoC experiments on Reliable Enterprise Data Intelligence (EDI) with AI Agents.

面向 agentic AI 创业领域的战略情报平台——FastAPI + SQLite + 原生 JS SPA，内置专业 LLM agent 集群、咨询级行业档案、业务线领域矩阵以及 RAG copilot。Strategic intelligence platform for the agentic-AI startup landscape — FastAPI + SQLite + vanilla-JS SPA with a specialist LLM agent fleet, consulting-grade industry dossiers, a line-of-business domain matrix, and a RAG copilot.