仓库/Skill 库

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

改配置+重启才能加 MCP？DeepSeek Harness (DSH) 插件「技能配置」解决：设置页粘贴 JSON 即连 MCP 服务器、热加载免重启；上传 zip/.skill 自动识别 SKILL.md，创建/编辑/启停技能，即点即用

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.

自主研究 Agent：文献综述、创意构思、实验、论文撰写与评审。为 OpenProgram 构建。Autonomous research agent: literature review, ideas, experiments, paper writing, and review. Built for OpenProgram.

C++ AI Agent like langgraph. 支持嵌入普通 app 中辅助实现ai功能

众多 Agent，一个目标——你的目标。Many Agents, one objective... yours

🤖 基于 AI 分析与智能搜索，定制化发现 ArXiv 上你感兴趣的最新论文🤖 Discover the latest research papers on ArXiv tailored to your interests using AI-powered analysis and smart search features.

面向 LLM 的无损上下文压缩：token 用量减少 2–8 倍，按字节精确还原（sha256 校验）。提供 Claude Code 与 Cursor 的 MCP server。Lossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction (sha256-verified). MCP server for Claude Code & Cursor.

一个可复现的 Hermes Agent 研究运行时，用于系统性文献综述、全文证据抽取、方法路由以及可审计的发表产出。A reproducible Hermes Agent research runtime for systematic literature reviews, full-text evidence extraction, methodological routing, and auditable publication artifacts.

一套不断壮大的 Agent Skill 家族，面向严谨、上下文感知的学术写作、同行评审与学术出版工作流。A growing family of agent skills for rigorous, context-aware academic writing, peer review, and scholarly publishing workflows.

AI 原生时序记忆图，采用统一 DSL——将概念、查询、智能体工作流与语音统一为可部署的原语AI-native time-series memory graph with a single DSL — unifies concepts, queries, agent workflows, and voice into deployable primitives.

并行运行 AI coding agent——当任务层层叠加时可进行堆叠式调用。一款 macOS 应用，为每个任务提供独立的 git worktree、分支和 Claude Code 会话。Run AI coding agents in parallel — and stack them when work builds on work. A macOS app that gives every task its own git worktree, branch, and Claude Code session.

独立 Go 守护进程，将 Homematic / HomeMatic IP CCU 桥接到 MQTT（支持 Home Assistant Discovery），提供 REST + WebSocket API、MCP 服务器、Svelte 配置 UI 以及原生 Matter 桥接 —— 多 CCU、单一静态二进制。Standalone Go daemon bridging Homematic / HomeMatic IP CCUs to MQTT (with Home Assistant Discovery), a REST + WebSocket API, an MCP server, a Svelte config UI, and a native Matter bridge — multi-CCU, single static binary.

通过 OAuth + MCP 将 ChatGPT Web 连接至 DSH，开放 DSH 原生工具、skills、策略与社区扩展Connect ChatGPT Web to DSH through OAuth + MCP, exposing DSH-native tools, skills, policies, and community extensions.

基于 Rust 构建的 MCP 原生嵌入式 AI agent 记忆数据库，提供 REMEMBER/RECALL/FORGET/SHARE 原语，支持混合向量搜索、AES-256-GCM 加密、DuckDB/PostgreSQL 后端以及 Python、TypeScript 与 Go 的 SDKMCP-native embedded memory database for AI agents built in Rust. REMEMBER/RECALL/FORGET/SHARE primitives with hybrid vector search, AES-256-GCM encryption, DuckDB/PostgreSQL backends & SDKs for Python, TypeScript and Go.

本地 Agent 个人 AI，本地 AI Runtime，专注于完全离线在设备端运行，将普通小型 chatbot 升级为强大的 AI，轻量而强大，用于构建自适应的个人 AI。支持多种 Backend。Local Agent Personal Artificial Intelligence, Local AI Runtime, That Focus work on device entirely offline and enchant tiny chatbot regular AI to become powerful, a lightweight yet powerful for building personal, adaptive AI. Work with multiple Backend

Proof Gradient 是 agent 演化协议：每次运行都会留下 proof，每个 proof 都会筛选 intelligence，每个被选中的 artifact 都会推动网络演化。Proof Gradient is the agent evolution protocol where every run leaves proof, every proof selects intelligence, and every selected artifact evolves the network.

面向 AI 编码 Agent 的跨工具、跨机器共享记忆。本地优先 SQLite，可选 Zenoh + RocksDB mesh，原生支持 MCP。Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optional Zenoh+RocksDB mesh, MCP-native.

免费、本地优先、按章节编排的 LLM、向量数据库、RAG 与 Agent 课程——从零到你的首个 AI agent。Free, local-first, chapter-wise curriculum for LLMs, Vector DBs, RAG & Agents — from zero to your first AI agent.

面向 AI-ready 仓库的决策驱动脚手架。将架构决策转化为 ADR 及其衍生的规则、指南和 runbook——以每种 AI agent 的原生格式输出。零依赖。Decision-driven scaffolding for AI-ready repos. Turn architecture decisions into ADRs plus the rules, guidelines and runbooks they imply — in every AI agent's native format. Zero dependencies.

与 Agent 无关、与项目无关的 AI 工具包，用于与 AI 编码 Agent 开展结构化编码会话。An agent agnostic, project agnostic, AI toolkit for running structured coding sessions with AI coding agents

Keel 将编码 Agent 转变为工作 owner：项目中立的 issue-to-done 工作流骨干。Keel turns coding agents into work owners: a project-neutral issue-to-done workflow backbone.

Phil 是一位自我进化的交易者：一个在短期预测市场上交易、并在每笔赌注结算后改写自身策略的 AI agent。云端 7×24 模拟交易，通过 Pearl Connect 投入小额受限的真实资金。Phil is a self-improving trader: an AI agent that trades short-term prediction markets and rewrites his own strategy after every settled bet. Paper 24/7 in the cloud; small capped real stakes via Pearl Connect.

无状态统一多提供商 AI 运行时，兼容 OpenAI 与 Anthropic 的 API，支持 Vercel UI 流式输出，覆盖 130k+ 模型的托管 Agent 与 Skills。Stateless unified multi-provider AI runtime with OpenAI & Anthropic-compatible APIs, Vercel UI streaming, managed agents and Skills across 130k+ models.

Galactus 在低于规格的 Mac 上运行 744B 与 235B MoE 模型，具备与 llama.cpp 的逐位精度一致、以 RAM 作为缓存的执行模式，并提供完整的本地应用，涵盖 Agent、权限门控、代码编辑器、已认证的服务器模式、定时无人值守运行以及完整公开的测评数据Galactus executes 744B and 235B MoE models on undersized Macs with bit‑perfect llama.cpp parity, RAM-as-cache execution, and a full local app featuring an agent, permission gate, code editor, authenticated server mode, scheduled unattended runs, and fully published measurements.

针对 DeepSeek Harness Agent 的策略强制、证据优先的治理工作流。Policy-enforced, evidence-first governed workflows for DeepSeek Harness agents.

Music Assistant 的 FastMCP server——可从 Claude Code、Codex、Cursor 及其他 AI agent 控制 MA。FastMCP server for Music Assistant — control MA from Claude Code, Codex, Cursor, and other AI agents

自主 AI 平台，提供端到端的学术研究辅助——从论文发现到生成结构化文献综述，以及识别研究空白。An autonomous AI platform that performs end-to-end academic research assistance — from discovering papers to generating structured literature reviews and identifying research gaps.

自托管 AI 知识 Agent —— TypeScript、Bun、MCP。掌控你的数据，运行你自己的大脑。Self-hosted AI knowledge agent — TypeScript, Bun, MCP. Own your data, run your own brain.

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

面向 AI 编码 Agent 的 IDE 智能，集成 LSP 语义、tree-sitter 索引、项目记忆和并发安全编辑。IDE intelligence for AI coding agents, with LSP semantics, tree-sitter indexing, project memory, and concurrency-safe edits.

为 AI 编码 Agent 提供的本地文档镜像——自动同步，与索引器无关。Local docs mirror for AI coding agents — auto-synced, indexer-agnostic.

🤖 CareerForge AI 自动化求职：生成简历、分析职位描述、提供面试辅导，助力职业成功🤖 Automate your job search with CareerForge AI, building resumes, analyzing job descriptions, and providing interview coaching for career success.

GitHub 上 MCP server 的自动更新索引，每 15 分钟刷新一次。Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes

通过用于获取 arXiv 论文、提取技术细节与跟踪引用的研究 Skill，为 Agent 工作流自动化文献综述。Automate literature reviews with research skills for fetching arXiv papers, extracting technical details, and tracking citations for agent workflows.

通过 MCP 让任意 AI agent 在你真实已登录的 Chrome 中拥有"眼睛"和"双手"。零依赖。Give any AI agent eyes and hands in your real, logged-in Chrome — via MCP. Zero dependencies.