一套面向 LLM-based RTL 验证开放研究问题的架构:分块多表征记忆(BM25 / HNSW / 结构化事实)、基于本地 7B LLM 的多 Agent 编排器,以及具备漂移保护的反馈驱动优化。An architecture answering open research questions on LLM-based RTL verification: chunked multi-representation memory (BM25 / HNSW / structured facts), a multi-agent orchestrator over a local 7B LLM, and feedback-driven refinement with drift protection.
仓库/Skill 库
1058 个 · Agent 智能体 · 应用
AI Agent 的精确一次执行层——自托管、原生 MCP、永久免费且无限制。开源核心(社区版采用 MIT/Apache-2.0)。The exactly-once execution layer for AI agents — self-hosted, MCP-native, unlimited & free forever. Open-core (Community MIT/Apache-2.0).
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 Solana 上 AI Agent 的语义交易验证。Semantic transaction verification for AI agents on Solana.
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.
一个 API 接入 2000+ AI 模型、2000+ 工具与托管 agents。One API for 2000+ AI models, 2,000+ tools, and managed agents.
面向 Canvas LMS 的 AI 辅助课程设计工具链 —— Curriculum Intelligence、Canvas Design Studio 和 Command & Control MCP 服务器,附带原生安装器和插件模块架构。AI-assisted course design toolchain for Canvas LMS - Curriculum Intelligence, Canvas Design Studio, and Command & Control MCP servers, with a native installer and plug-in module architecture.
澳大利亚公共实践与合同业务的准备与复核工作流:BAS、月结、薪资及底稿对账。不提供申报或咨询服务。Preparation and review workflows for Australian public practice and contracting: BAS, month-end close, payroll and workpaper tie-outs. No lodgement or advice.
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.
一个自主运行的 AI 实验室,会自动迭代自身的 README、执行实时诊断、追踪市场和全球信号,并实验自我更新的智能工作流。An autonomous AI laboratory that evolves its own README, runs live diagnostics, tracks market and global signals, and experiments with self-updating intelligence workflows.
面向印度尼西亚的环境工程 AI Agent(MCP Server),内置 330 个工具。Environmental Engineering AI Agent (MCP Server) untuk Indonesia dengan 330 tools.
可安装的私有 AI 指挥中心,跨 Windows、macOS 与 Linux,集成 OpenZero、ZSEC Shield 与 TalkToAI 工作区。Installable private AI command center for Windows, macOS and Linux with OpenZero, ZSEC Shield and TalkToAI workspaces
将 Spark/Hive SQL 转化为结构化、可追溯的事实,供 Agent、RAG 和 AI 知识库使用。Turn Spark/Hive SQL into structured, traceable facts for Agents, RAG, and AI knowledge bases.
Agent Fridge——阻止 AI 编码 agent 相互覆盖彼此的成果。提供路径声明、租约、一次写入笔记,并为任意终端生成共享看板。Agent Fridge - stop AI coding agents from overwriting each other's work. Path claims, leases, write-once notes, and a generated shared board for any terminal.
🧠 Ultimate AI Coding Agent 2026:全面提速开发流程,写出更快、更干净的代码。🧠 Ultimate AI Coding Agent 2026: Supercharge Your Dev Workflow for Faster, Cleaner Code
基于 LangGraph 的 Agent,可从 arXiv 自动撰写文献综述——每条引用均与源文本片段核对验证,检索策略由实测消融选定,而非凭猜测决定A LangGraph agent that writes literature reviews from arXiv — every citation validated against its source chunk, and the retrieval strategy chosen by measured ablation rather than guessed.
一个真实运营业务的自驱动 AI 组织的"飞行记录仪"——零收入、第一天起,所有决策均有案可查。Flight recorder of an autonomous AI org running a real business. €0 revenue, day 1, all decisions on file.
协调 OpenClaw AI Agent 攻克 LHON——一种导致失明的罕见遗传疾病。安装 Skill,让你的 Agent 参与真实医学研究。Coordinating OpenClaw AI agents to cure LHON — a rare genetic disorder causing blindness. Install the skill, let your agent contribute to real medical research.
面向编码 Agent 的 MCP 原生部署控制平面。MCP-native deployment control plane for coding agents.
E-Code——借助 AI Agent 构建、发布并扩展全栈应用。E-Code — build, ship and scale full-stack apps with AI agents
一本关于生产级 RAG 与 agentic 系统的实用第一性原理手册,支持 RU/EN/SK,基于 Docusaurus 构建。A practical, first-principles handbook on production RAG & agentic systems — RU/EN/SK, built with Docusaurus.
由一名高中应届毕业生借助 AI 开发的、可定制个人知识库的 AI Agent。An AI agent that customizes your knowledge base, created by a graduated high school student using AI
基于你的 AI Agent 集群已编写的 markdown 协作日志之上,为每个 Agent 提供独立收件箱。A per-agent inbox over the markdown coordination logs your AI agent fleet already writes
CELLO protocol 的官方客户端——提供 MCP server 及面向 OpenClaw、NanoClaw、IronClaw、ZeroClaw 等 agent 变体的原生适配器。The official client for the CELLO protocol — MCP server and native adapters for OpenClaw, NanoClaw, IronClaw, ZeroClaw, and other agent variants
自我进化的个人 AI agent,以 Telegram 为优先;多提供商自带 key;具备持久记忆、每日日记、skill 图、梦境循环。永久免费,Apache 2.0。Self-evolving personal AI agent. Telegram-first. Multi-provider BYO key. Persistent memory, daily journal, skill graph, dream cycle. Free forever. Apache 2.0.
脚手架搭建生产级 AI Agent 项目最快的方式。The fastest way to scaffold production-ready AI Agent projects
通过 MCP 为协作型 AI agent 提供基于 PostgreSQL 的共享记忆。Shared PostgreSQL-backed memory for collaborating AI agents via MCP
织光 WeaveMind · 跑在你自己电脑上的多智能体研究团队:一句目标 → 规划/执行/评审/反思全流程可视化,交付全链可溯源报告;看得见、会记忆、会自我进化(Python + React)
🤖 DeepTutor 是一款 AI 驱动的学习助手,可根据个人需求定制教育内容,提供个性化资源与支持🤖 Enhance learning with DeepTutor, an AI-powered assistant that personalizes education to fit your needs. Discover tailored resources and support.
Semantic Scholar API 的 MCP server,提供 14 个工具:论文检索(相关性 + 批量)、作者、引用、推荐与数据集。支持 stdio 和 streamable-http/Docker。MCP server for Semantic Scholar API with 14 tools: paper search (relevance + bulk), authors, citations, recommendations & datasets. Supports stdio and streamable-http/Docker.
面向 B5G/6G NOMA RIS/STARS 无线通信研究的 IEEE 规范学术写作、润色与评审 Agent Skills。IEEE-compliant academic writing, polishing, and reviewing Agent Skills — tailored for B5G/6G NOMA RIS/STARS wireless communications research.
面向本地优先应用与 AI Agent 的嵌入式双时态记忆引擎,采用混合检索——进程内运行,无需服务器。Embedded bitemporal memory engine with hybrid retrieval for local-first applications and AI agents — in-process, no server.
🚀 零配置将 LangChain Agent 暴露为服务;以简单包装把脚本变为 Web 服务,无需任何基础设施🚀 Expose your LangChain agents as services with zero configuration; turn scripts into web services using simple wrappers and no infrastructure setup.
可移植的 Cursor/Claude agent skills,覆盖 GitLab MR 评审、事故 RCA、Kubernetes 资源调整、团队归属与组织汇总,支持注册表驱动安装、行为评估与组合契约Portable Cursor/Claude agent skills for GitLab MR review, incident RCA, Kubernetes rightsizing, squad ownership, and org rollups — registry-driven install, behavioral evals, composition contracts.
面向全国大学生数学建模竞赛(CUMCM)的 Claude Code 全流程自动化 Skills:赛题分析→建模→编程绘图→论文撰写(LaTeX/Typst)→验证验收。内置国赛论文写作模板、LaTeX 模板、模型选择库、方法知识库与 Python 实现。