仓库/Skill 库

AI Agent 的因果记忆层 — MCP server，记录决策→结果关系，可经受压缩存活。Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

OneCamp：自托管一体化工作空间（聊天、任务、视频通话、文档、日历与 AI）。OneCamp: self-hosted all-in-one workspace (chat, tasks, video calls, docs, calendar & AI)

为 Agent 提供经过验证的代码上下文。Verified code context for agents

用于 AI 辅助管理 Altium Designer 元件库的 MCP server。MCP server for AI-assisted management of Altium Designer component libraries

通过 MCP 为 Claude Code 提供持久化长期记忆 — 跨会话捕获编码决策、Bug 修复和上下文。采用 FTS5 + TF-IDF 混合搜索与 episode 批处理。单一 SQLite 数据库，无需外部服务。作为 claude-mem 的替代方案，成本降低 600 倍。Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem with 600x lower cost.

一个接口对接九个基因组深度学习 oracle——变异效应预测、按轨道校准的百分位数与通过 MCP 提供的通俗易懂分析。One interface to nine genomic deep-learning oracles — variant effect prediction, calibrated per-track percentiles, and plain-English analysis through MCP.

Local-first、无需 API key 的 MCP server，支持网页搜索、抓取与文档阅读。多引擎（DuckDuckGo、Mojeek、Startpage）、智能 Playwright 兜底、FTS5 缓存、面向 LLM 调优的输出。Local-first, no-API-key MCP server for web search, fetch, and document reading. Multi-engine (DuckDuckGo, Mojeek, Startpage), smart Playwright fallback, FTS5 cache, LLM-tuned output.

开源、可自托管的 Markdown 团队 Wiki，内置 MCP server——让 AI Agent 作为"一等队友"读写并检索你的文档。支持实时多人协作、语义+全文搜索。基于 Go + PostgreSQL + React/Milkdown。Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text search. Go + PostgreSQL + React/Milkdown.

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.

面向挪威政府的 Copilot、Agent、MCP、Skill 及编码相关 AI 功能综述All things Copilot, Agents, MCPs, Skills, and coding related AI features for the Norwegian Government

为开发者及其编码 Agent 提供持久化的本地记忆。将命令、输出、错误以及有效修复方案记录到 SQLite，并通过 MCP 提供服务Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP.

为你的 AI 助手提供真实的网络搜索、整页阅读与多源研究能力，引用内容绝不伪造。Give your AI assistant real web search, full-page reading, and multi-source research with citations that are never fabricated.

将所有本地 AI 编程会话集中到一个标签页：Claude Code、Codex、OpenCode 统一列表展示，支持可调度的任务队列，以及相互隔离的 Claude Desktop 实例。本地运行、隐私安全、原生支持 MCP。Every local AI coding session in one tab: Claude Code, Codex and OpenCode in a single list, with a queue you can schedule and isolated Claude Desktop instances kept apart. Local, private, MCP-native.

本地 LLM 工作马，记录你的工作日。macOS 上的端上会议笔记、听写、自动补全与回忆功能。GPLv3 许可。A local LLM workhorse that keeps a memory of your workday. On-device meeting notes, dictation, autocomplete, and recall for macOS. GPLv3.

个人饮食追踪的远程 MCP server——通过对话记录饮食、追踪宏量营养素并回顾营养历史。A remote MCP server for personal nutrition tracking — log meals, track macros, and review nutrition history through conversation.

面向软件开发的多 Agent 系统Multi-agent system for software development

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.

一款 Claude Code 插件 + 可移植 MCP 内核：让 Claude Code 自动将散乱资料整理为 Obsidian（原始）笔记，并连接、分类、摘要相关笔记，可选择性向 Notion 输出索引。功能包括资料库自动识别与整理、自动链接/MOC、自动分类摘要（原子笔记）、搜索（防伪引用）、资料库健康检查（检测重复、坏链、孤儿节点，采用非删除式安全修复）以及任务日志。配备人工审批门、原文件保留通知、路径与提示注入防御、零外部依赖AI에게 '정리해줘'라고 하면 흩어진 자료를 옵시디언(원본)에 노트로 정리하고, 관련 노트끼리 연결·분류·요약하고, 선택적으로 노션에 색인하는 Claude Code 플러그인 + 이식형 MCP 코어. 보관함 자동탐지·정리·자동 링크/MOC·자동 분류·요약(원자 노트)·검색(가짜 인용 방지)·볼트 건강검진(중복·깨진 링크·고아 탐지, 삭제 없는 안전 수정)·작업 로그. 사람 승인 게이트·원문 보존 알림·경로/프롬프트 인젝션 방어·무의존.

AI浏览器 MCP Server — Windows 本地浏览器自动化 MCP 服务端 · 265 tools · Cursor/Claude Code/Claude Desktop/Trae 原生 stdio 直连 · Web Scraping · JS 逆向 · CDP 断点 · 指纹反检测 · 网络拦截 · 填表 RPA · FBrowser CEF 内核 · MIT 开源

通过自然语言接口提供空间转录组学分析的 MCP server。MCP server for spatial transcriptomics analysis through natural language interfaces.

面向终端的通用 AI 助手，让 Agent 之间共享可检索、可追溯且允许分歧的知识。让下一次判断，带着来源出发。

面向 MSP 工具的免费 MCP 服务器 + Claude Code Skill — 覆盖 PSA、RMM、备份、M365。本地优先：数据永不离开你的网络Free MCP servers + Claude Code Skills for MSP tools - PSA, RMM, backup, M365. Local-first: your data never leaves your network.

开源 FDE Agent 与企业 AI 约束层：24 条规则的 git-diff 审计、自动快照回滚、规则注入、自我进化。以 9 个 DeepSeek Harness 插件 + MCP server（66 个工具）形式交付。MIT 许可。Open-source FDE Agent & constraint layer for enterprise AI: 24-rule git-diff audit, auto snapshot rollback, rule injection, self-evolution. Ships as 9 DeepSeek Harness plugins + MCP server (66 tools). MIT.

面向 AI Agent 的 Metasploit：扫描、攻击并修复 AI Agent 与 MCP 服务器。开源安全工具包Metasploit for AI agents: scan, attack, and fix AI agents and MCP servers. Open source security toolkit.

独立的 Skill 与 Codex 插件，支持 OpenAI 兼容的图像生成、编辑、批处理工作流、QA 以及聚焦画布编辑。Standalone Skill and Codex Plugin for OpenAI-compatible image generation, editing, batch workflows, QA, and focused canvas editing.

将 Jira 与 Confluence 镜像到单个本地 SQLite 文件——macOS 应用、Web UI 与 Agent SQL/MCP。即时搜索、离线可用，单一二进制。Your Jira and Confluence, mirrored into one local SQLite file — macOS app, web UI, and agent SQL/MCP. Instant search, offline, one binary.

为 Claude Code 提供专用 agents、MCP servers、skills 和可视化 dashboard。MIT 许可。Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code. MIT.

排名第一的 Obsidian AI 记忆 MCP——时效感知、引用可追溯、本地优先且默认只读。支持 Dataview、Bases、PDF，适配各类 agent。The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.

可自托管的 Agentic OS：通过签名插件构建、运行与审计多 Agent AI 团队。自带 LLM key，数据完全自有，符合 EU/GDPR 要求。Self-hostable agentic OS. Build, run & audit multi-agent AI teams from signed plugins. Bring your own LLM key, own all your data, EU/GDPR-ready.

面向工程团队的短期规划系统——让工程师保持专注、运行每日 Sprint 并跟踪非计划工作。构建于 GitHub Projects v2 之上（无独立数据库）：单个 Go 二进制内嵌 React UI、REST API、面向 AI Agent 的 MCP server，并通过 WebSocket 提供实时看板更新。A short-term planning system for engineering teams — keep engineers focused, run daily sprints, and track unplanned work. Built on GitHub Projects v2 (no database of its own): one Go binary with an embedded React UI, REST API, MCP server for AI agents, and live board updates over WebSocket.

面向 Obsidian 仓库的独立 MCP server — 支持混合搜索、结构化记忆、任务管理、文件操作、OAuth 2.1。可本地运行、自托管，或一键部署实现远程访问。Standalone MCP server for Obsidian vaults — hybrid search, structured memory, task management, files, OAuth 2.1. Run locally, self-host, or one-click deploy for remote access.

别再同时处理太多事，开始真正把事做完。GSD Task Manager 让你可以轻松把待办按"紧急"和"重要"分类，从而在不至于精疲力竭的情况下把事情搞定。简单直观、完全离线运行。Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into what’s urgent and what’s important, so you can finally get stuff done without burning out. It’s simple, visual, and works entirely offline.

非官方的 MCP server，用于 AI 驱动的 NI Multisim 电路生成、仿真、数据导出与报告。Unofficial MCP server for AI-driven NI Multisim circuit generation, simulation, data export, and reports

基于 Camoufox 的隐身浏览器自动化 MCP server——100+ 工具，npx 安装，反爬虫隐身MCP server for stealth browser automation via Camoufox — 100+ tools, npx install, anti-bot stealth

Brilliant Directories 官方 MCP 服务器 —— 可从任何 AI Agent 管理会员、帖子、线索、评论、页面等。附带 OpenAPI 3.1 规范。Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, pages, and more from any AI agent. OpenAPI 3.1 spec included.

面向 AI 编程 agent 的无向量代码检索——基于 Tree-sitter 图，按业务意图（@intent、@domainRule）搜索代码，通过 MCP 为 MSA 构建。Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.