[{"data":1,"prerenderedAt":1479},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-claude-desktop-vs-openclaw":9,"compare-a-claude-desktop":10,"compare-b-openclaw":730},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":17,"category":649,"chinese_friendly":262,"cover":650,"description":651,"domestic":652,"extension":653,"faq":654,"free":652,"github":9,"languages":667,"lastVerified":9,"meta":671,"models":9,"navigation":672,"notSuitable":9,"opensource":652,"path":673,"pillar":674,"platforms":675,"priceTable":679,"pricing":702,"published":703,"relatedPlaybooks":704,"relatedReviews":9,"score":706,"self_host":652,"seo":707,"seoTitle":9,"slug":708,"sources":709,"stem":719,"suitable":9,"tagline":720,"tags":721,"updated":712,"verdict":727,"website":728,"__hash__":729},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop.md","Claude Desktop",[14,15,16],"agent\u002Fdesktop\u002Fopenclaw","agent\u002Fdesktop\u002Fautoglm","agent\u002Fdesktop\u002Fcrush",{"type":18,"value":19,"toc":637},"minimark",[20,25,29,32,35,106,109,146,152,156,161,181,186,209,212,231,328,333,336,487,490,545,549,575,578,599,602,633],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28],"p",{},"Claude Desktop 是 Anthropic 官方 macOS \u002F Windows \u002F Linux 桌面客户端。差异点：原生 Model Context Protocol（MCP）支持 + 2025-06 推出的 Desktop Extensions（.mcpb，原 .dxt，2025-09 改名）让用户双击即装 MCP 工具，零配置 \u002F 零依赖 \u002F 零 JSON。Connectors 面板 + Extensions 市场 + 手动 JSON 配置三种路径。Free \u002F Pro $20 \u002F Max $100 \u002F Max+ $200 \u002F Team $30 \u002F Enterprise。",[26,30,31],{},"适合：要 Claude Opus \u002F Sonnet + 桌面 MCP 工具链的开发者；想打通文件系统 \u002F DB \u002F GitHub \u002F 浏览器自动化的 power user；团队协作通过 Projects 共享上下文。不适合：中国大陆地区无海外支付（个人翻墙能用、企业付费走不通）；纯代码场景（Cursor \u002F VS Code 更好）；预算极紧（Free 配额有限）。",[21,33,34],{"id":34},"核心能力",[36,37,38,46,52,58,64,70,76,82,88,94,100],"ul",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"原生 MCP 支持","：stdio \u002F SSE \u002F HTTP transport，工具调用直接进入对话",[39,47,48,51],{},[42,49,50],{},".mcpb Extensions","：一键双击安装，含 Node.js \u002F Python 依赖全打包",[39,53,54,57],{},[42,55,56],{},"Connectors 面板","：+ 菜单浏览 \u002F 启用主流 MCP server",[39,59,60,63],{},[42,61,62],{},"手动 JSON 配置","：Settings → Developer → Edit Config 完全控制",[39,65,66,69],{},[42,67,68],{},"Projects","：跨会话共享 system prompt + 文件 + 知识库",[39,71,72,75],{},[42,73,74],{},"Artifacts","：HTML \u002F React \u002F Markdown 实时预览",[39,77,78,81],{},[42,79,80],{},"多模态","：图片 + PDF + CSV 上传分析",[39,83,84,87],{},[42,85,86],{},"Opus \u002F Sonnet \u002F Haiku 三档","：按任务难度切换",[39,89,90,93],{},[42,91,92],{},"Computer Use（Sonnet 4.6+）","：跨平台桌面操作（API 形式）",[39,95,96,99],{},[42,97,98],{},"Team Projects","：共享 prompt + admin + 用量分配",[39,101,102,105],{},[42,103,104],{},"Enterprise","：SSO + SCIM + 审计 + DLP + 数据保留策略",[21,107,108],{"id":108},"价格",[36,110,111,117,123,129,135,141],{},[39,112,113,116],{},[42,114,115],{},"Free","：$0；基础访问 + MCP 支持",[39,118,119,122],{},[42,120,121],{},"Pro","：$20\u002F月；Opus + Projects + 5x 配额",[39,124,125,128],{},[42,126,127],{},"Max","：$100\u002F月；5x Pro 用量 + 优先速度",[39,130,131,134],{},[42,132,133],{},"Max+","：$200\u002F月；20x Pro 用量",[39,136,137,140],{},[42,138,139],{},"Team","：$30\u002Fuser·月（最少 5 人，年付）",[39,142,143,145],{},[42,144,104],{},"：Custom",[147,148,149],"blockquote",{},[26,150,151],{},"实际配额：Pro 复杂 MCP + 大文件任务一天就能用尽，重度工作流走 Max。",[21,153,155],{"id":154},"实测开发者主力-macos-windows-双开","实测（开发者主力 \u002F macOS \u002F Windows 双开）",[26,157,158],{},[42,159,160],{},"亮点：",[36,162,163,166,169,172,175,178],{},[39,164,165],{},".mcpb 让非工程师用户也能装上 GitHub \u002F filesystem \u002F SQLite 工具",[39,167,168],{},"Opus 推理质量在所有桌面 agent 中最强",[39,170,171],{},"Projects 跨会话保留上下文非常省 token",[39,173,174],{},"MCP 工具调用 + Artifacts 预览同窗体验流畅",[39,176,177],{},"Anthropic 官方更新节奏稳，2026 几乎每月有功能",[39,179,180],{},"Settings → Developer → Edit Config 一键打开配置，路径不再坑用户",[26,182,183],{},[42,184,185],{},"踩坑：",[36,187,188,191,194,197,200,203,206],{},[39,189,190],{},"中国大陆访问 + 支付都受限",[39,192,193],{},"MCP 配置错误的报错很简短，要看 Console \u002F Log",[39,195,196],{},"大文件 \u002F 长上下文偶尔出现 token 计费偏高",[39,198,199],{},"Linux 版本更新偶尔落后 macOS \u002F Windows",[39,201,202],{},".mcpb 包格式更换（.dxt → .mcpb）期间的旧包还在用，命名混乱",[39,204,205],{},"Free 配额限制偏紧，体验完整流程几乎要 Pro",[39,207,208],{},"多账户切换不友好，企业 + 个人共用要登出登入",[21,210,211],{"id":211},"上手",[213,214,215,218,225,228],"ol",{},[39,216,217],{},"claude.ai\u002Fdownload → 下载对应系统客户端 → 安装登录",[39,219,220],{},[36,221,222],{},[39,223,224],{},"菜单 → Connectors → 浏览主流 MCP server（filesystem \u002F GitHub \u002F Slack \u002F Postgres）",[39,226,227],{},"或 Settings → Extensions → 下载 .mcpb 文件 → 双击安装",[39,229,230],{},"或 Settings → Developer → Edit Config → 手动加：",[232,233,238],"pre",{"className":234,"code":235,"language":236,"meta":237,"style":237},"language-json shiki shiki-themes 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\"args\"",[242,291,292],{"class":248},": [",[242,294,295],{"class":279},"\"-y\"",[242,297,298],{"class":248},", ",[242,300,301],{"class":279},"\"@modelcontextprotocol\u002Fserver-filesystem\"",[242,303,298],{"class":248},[242,305,306],{"class":279},"\"\u002FUsers\u002Fyou\u002Fwork\"",[242,308,309],{"class":248},"]\n",[242,311,313],{"class":244,"line":312},6,[242,314,315],{"class":248},"    }\n",[242,317,319],{"class":244,"line":318},7,[242,320,321],{"class":248},"  }\n",[242,323,325],{"class":244,"line":324},8,[242,326,327],{"class":248},"}\n",[213,329,330],{"start":286},[39,331,332],{},"重启 Claude Desktop → 看到对话框右下角 🔨 工具图标 → 测试 \"list files in \u002FUsers\u002Fyou\u002Fwork\"",[21,334,335],{"id":335},"对比",[337,338,339,360],"table",{},[340,341,342],"thead",{},[343,344,345,349,351,354,357],"tr",{},[346,347,348],"th",{},"维度",[346,350,12],{},[346,352,353],{},"ChatGPT Desktop",[346,355,356],{},"Cursor",[346,358,359],{},"OpenClaw",[361,362,363,381,397,411,427,442,455,470],"tbody",{},[343,364,365,369,372,375,378],{},[366,367,368],"td",{},"原生 MCP",[366,370,371],{},"✅ 旗舰",[366,373,374],{},"部分（GPT Actions）",[366,376,377],{},"部分",[366,379,380],{},"✅ Gateway",[343,382,383,386,389,392,395],{},[366,384,385],{},"一键扩展安装",[366,387,388],{},"✅ .mcpb",[366,390,391],{},"–",[366,393,394],{},"✅ 部分",[366,396,391],{},[343,398,399,402,405,407,409],{},[366,400,401],{},"桌面 \u002F 文件系统",[366,403,404],{},"✅",[366,406,404],{},[366,408,404],{},[366,410,404],{},[343,412,413,416,419,422,425],{},[366,414,415],{},"模型",[366,417,418],{},"Claude（Opus \u002F Sonnet）",[366,420,421],{},"GPT-5.x",[366,423,424],{},"多模型",[366,426,424],{},[343,428,429,432,435,437,439],{},[366,430,431],{},"开源",[366,433,434],{},"❌",[366,436,434],{},[366,438,434],{},[366,440,441],{},"✅ MIT",[343,443,444,447,449,451,453],{},[366,445,446],{},"中国大陆支付",[366,448,434],{},[366,450,434],{},[366,452,434],{},[366,454,404],{},[343,456,457,460,463,465,467],{},[366,458,459],{},"起价",[366,461,462],{},"$20\u002F月",[366,464,462],{},[366,466,462],{},[366,468,469],{},"$0",[343,471,472,475,478,481,484],{},[366,473,474],{},"适合",[366,476,477],{},"MCP 生态 + Claude 派",[366,479,480],{},"OpenAI 派",[366,482,483],{},"代码主力",[366,485,486],{},"自托管 IM 触发",[21,488,489],{"id":489},"避坑",[36,491,492,498,504,510,516,522,528,534,540],{},[39,493,494,497],{},[42,495,496],{},"配置文件路径常错","：用 Settings → Developer → Edit Config 一键打开，不要手输路径",[39,499,500,503],{},[42,501,502],{},"JSON 必须合法","：注释 \u002F 尾逗号会报错，建议 VS Code 校验",[39,505,506,509],{},[42,507,508],{},"重启才生效","：改完 config 务必完全退出 + 重启，菜单栏图标也要点 Quit",[39,511,512,515],{},[42,513,514],{},"NPM 依赖卡住","：npx 首次拉包慢，设置代理或预跑一次再用",[39,517,518,521],{},[42,519,520],{},"环境变量隔离","：每个 MCP server 的 env 只对该 server 可见，避免泄露",[39,523,524,527],{},[42,525,526],{},"filesystem 限定路径","：args 里只给必要目录，不要给 \u002F 或整个 home",[39,529,530,533],{},[42,531,532],{},".mcpb 来源","：只装信任来源的扩展，扩展能读你给它的目录 \u002F 调用 shell",[39,535,536,539],{},[42,537,538],{},"中国大陆","：个人能翻墙用，企业付费 \u002F 数据合规走 OpenRouter 或 API + 自家前端",[39,541,542,544],{},[42,543,56],{}," 偶有 server 不可用，回退到 JSON 手动配置",[21,546,548],{"id":547},"适合-不适合","适合 \u002F 不适合",[36,550,551,554,557,560,563,566,569,572],{},[39,552,553],{},"✅ Claude Opus \u002F Sonnet 重度用户",[39,555,556],{},"✅ 想打通文件系统 \u002F DB \u002F GitHub \u002F 浏览器自动化的开发者",[39,558,559],{},"✅ 团队协作通过 Team Projects 共享上下文",[39,561,562],{},"✅ MCP 生态早期采用者 \u002F 工具开发者",[39,564,565],{},"❌ 中国大陆企业要正规付费 + 合规",[39,567,568],{},"❌ 纯代码工作流（Cursor \u002F Continue 更顺）",[39,570,571],{},"❌ 预算极紧（Free 配额很快耗尽）",[39,573,574],{},"❌ 要自托管 + 数据完全自主（走 OpenClaw \u002F 自家方案）",[21,576,577],{"id":577},"相关阅读",[36,579,580,587,593],{},[39,581,582],{},[583,584,586],"a",{"href":585},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw","OpenClaw 评测",[39,588,589],{},[583,590,592],{"href":591},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm","AutoGLM 评测",[39,594,595],{},[583,596,598],{"href":597},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush","Crush 评测",[21,600,601],{"id":601},"来源",[213,603,604,612,619,626],{},[39,605,606,607],{},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt 改名 2025-09）",[583,608,609],{"href":609,"rel":610},"https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fdesktop-extensions",[611],"nofollow",[39,613,614,615],{},"Toolradar — Claude Desktop MCP Server Setup 2026（路径 \u002F 配置示例）",[583,616,617],{"href":617,"rel":618},"https:\u002F\u002Ftoolradar.com\u002Fblog\u002Fclaude-desktop-mcp-server-setup",[611],[39,620,621,622],{},"MCP Playground — Complete 2026 Setup Guide ",[583,623,624],{"href":624,"rel":625},"https:\u002F\u002Fmcpplaygroundonline.com\u002Fblog\u002Fhow-to-setup-mcp-claude-desktop",[611],[39,627,628,629],{},"Anthropic — Pricing（Pro $20 \u002F Max $100 \u002F Max+ $200 \u002F Team $30 \u002F Enterprise）",[583,630,631],{"href":631,"rel":632},"https:\u002F\u002Fwww.anthropic.com\u002Fpricing",[611],[634,635,636],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":237,"searchDepth":262,"depth":262,"links":638},[639,640,641,642,643,644,645,646,647,648],{"id":23,"depth":252,"text":24},{"id":34,"depth":252,"text":34},{"id":108,"depth":252,"text":108},{"id":154,"depth":252,"text":155},{"id":211,"depth":252,"text":211},{"id":335,"depth":252,"text":335},{"id":489,"depth":252,"text":489},{"id":547,"depth":252,"text":548},{"id":577,"depth":252,"text":577},{"id":601,"depth":252,"text":601},"desktop","\u002Fimg\u002Ftools\u002Fclaude-desktop.webp","Claude Desktop 真实评测：Anthropic 官方 macOS \u002F Windows \u002F Linux 客户端。原生 Model Context Protocol（MCP）支持，2025-06 推出 Desktop Extensions（.mcpb 包，原 .dxt），用户双击即装无需 Node.js \u002F JSON 配置。Connectors 面板 + Extensions 市场 + 手动 JSON 配置三种安装方式。Free \u002F Pro $20 \u002F Max $100-200 \u002F Team $30 \u002F 用户 \u002F Enterprise。",false,"md",[655,658,661,664],{"q":656,"a":657},"MCP 配置文件在哪？","macOS：~\u002FLibrary\u002FApplication Support\u002FClaude\u002Fclaude_desktop_config.json；Windows：%APPDATA%\\Claude\\claude_desktop_config.json；Linux：~\u002F.config\u002FClaude\u002Fclaude_desktop_config.json。直接 Settings → Developer → Edit Config 打开最方便。",{"q":659,"a":660},".mcpb（Desktop Extensions）和手动 JSON 怎么选？",".mcpb（原 .dxt，2025-09 改名）一键双击安装，含全部依赖打包，零配置，适合非开发者用户。手动 JSON 适合自定义服务器 \u002F 环境变量 \u002F 私有 MCP \u002F 复杂参数。日常生产工具用 .mcpb，定制 \u002F debug 用 JSON。Connectors 面板在 + 菜单里浏览主流 server。",{"q":662,"a":663},"中国大陆能用吗？","需要自备网络环境访问 claude.ai；支付不支持中国大陆 \u002F 港澳信用卡，企业订阅要走海外法人 \u002F 海外卡。MCP 本地工具完全可用（filesystem \u002F sqlite \u002F shell）。建议国内项目走 OpenRouter \u002F 火山引擎 \u002F 智谱（中文场景）+ Claude API 远程调用方案。",{"q":665,"a":666},"和 Cursor \u002F VS Code + Continue 怎么选？","Claude Desktop 主打『通用桌面 agent + MCP 生态』，Cursor \u002F VS Code 主打『代码编辑器 + AI』。要在编辑器里写代码 → Cursor；要在桌面打通文件系统 + DB + GitHub + 浏览器自动化做杂活 → Claude Desktop。两个工具互补不冲突。",[668,669,670],"en","zh","multi",{},true,"\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","agent",[676,677,678],"macos","windows","linux",[680,683,686,690,694,698],{"plan":115,"price":469,"features":681,"notes":682},"基础 Claude Sonnet + MCP 支持 + 有限 message","试水 \u002F 个人轻度",{"plan":121,"price":462,"features":684,"notes":685},"更多 message + Opus 模型 + Projects + 优先速度","个人主力",{"plan":127,"price":687,"features":688,"notes":689},"$100\u002F月","5x Pro 用量 + 早期功能 + 高优先级","重度个人 \u002F 自由职业",{"plan":133,"price":691,"features":692,"notes":693},"$200\u002F月","20x Pro 用量 + research preview 优先","极重度 \u002F Power user",{"plan":139,"price":695,"features":696,"notes":697},"$30\u002Fuser·月","共享 Projects + admin + 用量分配 + 集中计费（最少 5 人）","小团队",{"plan":104,"price":699,"features":700,"notes":701},"Custom","SSO \u002F SCIM \u002F 审计 \u002F DLP \u002F 私有化数据保留策略","大型组织","Free \u002F Pro $20·月 \u002F Max $100·月 \u002F Max+ $200·月 \u002F Team $30·user·月 \u002F Enterprise","2026-06-19",[705],"onboarding\u002Fmcp-tool-development",{"power":286,"ux":286,"price":262,"cn_support":252,"stability":286},{"title":12,"description":651},"agent\u002Fdesktop\u002Fclaude-desktop",[710,713,715,717],{"name":711,"url":609,"accessed":712},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt）","2026-06-24",{"name":714,"url":617,"accessed":712},"Toolradar — Claude Desktop MCP 设置 2026",{"name":716,"url":624,"accessed":712},"MCP Playground — 完整 2026 配置指南",{"name":718,"url":631,"accessed":712},"Anthropic — Pricing & Plans","tools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","Anthropic 官方桌面客户端——原生 MCP 支持 + 一键 .mcpb 扩展安装 + Connectors 面板",[722,723,724,725,726],"desktop-agent","mcp","claude","extensions","anthropic","MCP 生态的旗舰桌面客户端——要 Claude Opus \u002F Sonnet + MCP 工具 + 文件系统 \u002F DB \u002F GitHub 集成的开发者首选。中国大陆访问需自备网络 + 不支持中国大陆支付，团队订阅要海外卡。","https:\u002F\u002Fclaude.ai\u002Fdownload","IZ_pw-RUaABQXyPrTFxanvLBRZAgmRaeeQcyWYBQ8Cc",{"id":731,"title":359,"alternatives":732,"api_compatible":9,"body":733,"category":649,"chinese_friendly":270,"cover":1431,"description":1432,"domestic":652,"extension":653,"faq":1433,"free":652,"github":9,"languages":1445,"lastVerified":9,"meta":1446,"models":9,"navigation":672,"notSuitable":9,"opensource":672,"path":585,"pillar":674,"platforms":1447,"priceTable":1449,"pricing":1453,"published":703,"relatedPlaybooks":1454,"relatedReviews":9,"score":1456,"self_host":672,"seo":1457,"seoTitle":9,"slug":14,"sources":1458,"stem":1467,"suitable":9,"tagline":1468,"tags":1469,"updated":712,"verdict":1476,"website":1477,"__hash__":1478},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw.md",[708,15,16],{"type":18,"value":734,"toc":1419},[735,737,740,743,745,813,815,829,833,837,860,864,890,892,1069,1072,1104,1106,1275,1277,1339,1341,1367,1369,1384,1386,1416],[21,736,24],{"id":23},[26,738,739],{},"OpenClaw 是 2026 现象级开源个人 AI Agent 框架（MIT 协议）——Peter Steinberger 2025 末创建，2026-02 移交开源基金会，60 天 28-35.5 万 GitHub stars 历史级速度。差异点：Gateway 网关连接 20+ IM 平台（Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F Microsoft Teams \u002F Zalo \u002F 微信 \u002F 钉钉 \u002F 飞书）+ 30 分钟 Heartbeat 主动触发 + Cron 调度 + ClawHub 5400+ Skills 市场 + 多 Agent 隔离 + 本地长期记忆。完全自托管，本地 Ollama 模型零成本运行。",[26,741,742],{},"适合：要『手机 IM 一句话支使 AI 干活』的 power user；监控告警 \u002F 定时简报 \u002F 邮件分拣 \u002F 浏览器自动化等 7×24 后台场景；数据隐私敏感 + 自托管刚需；中国大陆用户（本地 Ollama 全免费）。不适合：纯 GUI \u002F 桌面交互党（Claude Desktop 更顺）；不会折腾 Node \u002F Docker \u002F WSL 的纯用户；要『一句话就跑通』的非技术用户。",[21,744,34],{"id":34},[36,746,747,753,759,765,771,777,783,789,795,801,807],{},[39,748,749,752],{},[42,750,751],{},"Gateway 多渠道","：Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F MS Teams \u002F Zalo \u002F 微信 \u002F 钉钉 \u002F 飞书 + WebChat + 移动 node",[39,754,755,758],{},[42,756,757],{},"Skills 插件系统","：YAML 描述 + 一键安装 + ClawHub 5400+ 社区市场",[39,760,761,764],{},[42,762,763],{},"多 Agent 隔离","：work \u002F personal \u002F test 角色独立记忆 + 任务",[39,766,767,770],{},[42,768,769],{},"30 分钟 Heartbeat","：真正 7×24 主动运行",[39,772,773,776],{},[42,774,775],{},"Cron 调度","：自然语言生成定时任务，无需写 Cron 表达式",[39,778,779,782],{},[42,780,781],{},"本地长期记忆","：~\u002F.openclaw\u002Fmemory\u002Flong-term.json",[39,784,785,788],{},[42,786,787],{},"沙箱权限模式","：区分敏感操作权限，避免误操作",[39,790,791,794],{},[42,792,793],{},"多 LLM provider","：GPT \u002F Claude \u002F Gemini \u002F 本地 Ollama \u002F Z.AI \u002F OpenRouter",[39,796,797,800],{},[42,798,799],{},"MCP 兼容","：可调用 MCP server",[39,802,803,806],{},[42,804,805],{},"Web Control UI","：浏览器仪表盘（chat \u002F config \u002F sessions \u002F nodes）",[39,808,809,812],{},[42,810,811],{},"macOS app + iOS \u002F Android 移动 node","：跨设备触发",[21,814,108],{"id":108},[36,816,817,823,826],{},[39,818,819,822],{},[42,820,821],{},"Self-host OSS","：$0；MIT 完全开放",[39,824,825],{},"真实成本 = LLM API（GPT \u002F Claude 走 API 计费）或 $0（本地 Ollama）",[39,827,828],{},"轻度 $5-10 \u002F 月，中度 $20-30，重度 $50+ —— 全部来自外部 LLM 而非 OpenClaw 本身",[21,830,832],{"id":831},"实测个人-724-监控告警-简报","实测（个人 7×24 + 监控告警 + 简报）",[26,834,835],{},[42,836,160],{},[36,838,839,842,845,848,851,854,857],{},[39,840,841],{},"IM 一句话支使 AI 体验是真『未来感』，离开电脑也能干活",[39,843,844],{},"Heartbeat 让定时任务 + 监控钩子真正后台运行，不靠操作系统 Cron",[39,846,847],{},"ClawHub 5400+ Skills 覆盖几乎所有日常需求",[39,849,850],{},"多 Agent 隔离让工作 \u002F 生活 prompt 不串",[39,852,853],{},"本地 Ollama 路径让数据 + 隐私完全自主",[39,855,856],{},"微信 \u002F 钉钉 \u002F 飞书 plugin 让国内用户无网络 \u002F 支付门槛",[39,858,859],{},"MIT 协议 + 社区驱动，企业内部部署合规友好",[26,861,862],{},[42,863,185],{},[36,865,866,869,872,875,878,881,884,887],{},[39,867,868],{},"Node 24 推荐 \u002F 22 LTS 兜底，Node 18 已经勉强（最新 Skill 偶有兼容问题）",[39,870,871],{},"Skill 质量参差，社区 5400+ 里要挑信任作者",[39,873,874],{},"国内 IM 渠道（微信 \u002F 钉钉 \u002F 飞书）的 plugin 受平台风控影响，账号风险要评估",[39,876,877],{},"多 Agent 隔离的 memory 文件可能膨胀，要定期清理",[39,879,880],{},"Heartbeat 频繁触发 LLM 调用会推高 API 费用，预算控制要配 budget cap",[39,882,883],{},"Web Control UI 在大量 session 下渲染偏慢",[39,885,886],{},"沙箱模式默认权限保守，复杂自动化要手动放权",[39,888,889],{},"Windows 纯生兼容差，建议 WSL2 \u002F Docker 路径",[21,891,211],{"id":211},[232,893,897],{"className":894,"code":895,"language":896,"meta":237,"style":237},"language-bash shiki shiki-themes github-light github-dark","# 方法一：NPM\nnpm install -g openclaw\nopenclaw --version\n\n# 方法二：Docker\ndocker run -d --name openclaw \\\n  -v ~\u002F.openclaw:\u002Froot\u002F.openclaw \\\n  openclaw\u002Fopenclaw:latest\n\n# 方法三：源码\ngit clone https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\ncd openclaw && npm install && npm run start\n\n# 引导配置（model \u002F channel \u002F 权限）\nopenclaw onboard\n\n# 启动\nopenclaw                 # CLI\nopenclaw dashboard       # Web UI\n","bash",[239,898,899,905,920,928,933,938,958,968,973,978,984,996,1020,1025,1031,1039,1044,1050,1058],{"__ignoreMap":237},[242,900,901],{"class":244,"line":245},[242,902,904],{"class":903},"sJ8bj","# 方法一：NPM\n",[242,906,907,911,914,917],{"class":244,"line":252},[242,908,910],{"class":909},"sScJk","npm",[242,912,913],{"class":279}," install",[242,915,916],{"class":255}," -g",[242,918,919],{"class":279}," openclaw\n",[242,921,922,925],{"class":244,"line":262},[242,923,924],{"class":909},"openclaw",[242,926,927],{"class":255}," --version\n",[242,929,930],{"class":244,"line":270},[242,931,932],{"emptyLinePlaceholder":672},"\n",[242,934,935],{"class":244,"line":286},[242,936,937],{"class":903},"# 方法二：Docker\n",[242,939,940,943,946,949,952,955],{"class":244,"line":312},[242,941,942],{"class":909},"docker",[242,944,945],{"class":279}," run",[242,947,948],{"class":255}," -d",[242,950,951],{"class":255}," --name",[242,953,954],{"class":279}," openclaw",[242,956,957],{"class":255}," \\\n",[242,959,960,963,966],{"class":244,"line":318},[242,961,962],{"class":255},"  -v",[242,964,965],{"class":279}," ~\u002F.openclaw:\u002Froot\u002F.openclaw",[242,967,957],{"class":255},[242,969,970],{"class":244,"line":324},[242,971,972],{"class":279},"  openclaw\u002Fopenclaw:latest\n",[242,974,976],{"class":244,"line":975},9,[242,977,932],{"emptyLinePlaceholder":672},[242,979,981],{"class":244,"line":980},10,[242,982,983],{"class":903},"# 方法三：源码\n",[242,985,987,990,993],{"class":244,"line":986},11,[242,988,989],{"class":909},"git",[242,991,992],{"class":279}," clone",[242,994,995],{"class":279}," https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\n",[242,997,999,1002,1004,1007,1009,1011,1013,1015,1017],{"class":244,"line":998},12,[242,1000,1001],{"class":255},"cd",[242,1003,954],{"class":279},[242,1005,1006],{"class":248}," && ",[242,1008,910],{"class":909},[242,1010,913],{"class":279},[242,1012,1006],{"class":248},[242,1014,910],{"class":909},[242,1016,945],{"class":279},[242,1018,1019],{"class":279}," start\n",[242,1021,1023],{"class":244,"line":1022},13,[242,1024,932],{"emptyLinePlaceholder":672},[242,1026,1028],{"class":244,"line":1027},14,[242,1029,1030],{"class":903},"# 引导配置（model \u002F channel \u002F 权限）\n",[242,1032,1034,1036],{"class":244,"line":1033},15,[242,1035,924],{"class":909},[242,1037,1038],{"class":279}," onboard\n",[242,1040,1042],{"class":244,"line":1041},16,[242,1043,932],{"emptyLinePlaceholder":672},[242,1045,1047],{"class":244,"line":1046},17,[242,1048,1049],{"class":903},"# 启动\n",[242,1051,1053,1055],{"class":244,"line":1052},18,[242,1054,924],{"class":909},[242,1056,1057],{"class":903},"                 # CLI\n",[242,1059,1061,1063,1066],{"class":244,"line":1060},19,[242,1062,924],{"class":909},[242,1064,1065],{"class":279}," dashboard",[242,1067,1068],{"class":903},"       # Web UI\n",[26,1070,1071],{},"配本地免费 Ollama：",[232,1073,1075],{"className":894,"code":1074,"language":896,"meta":237,"style":237},"ollama pull llama3\nopenclaw config set ai.provider \"ollama\"\n",[239,1076,1077,1088],{"__ignoreMap":237},[242,1078,1079,1082,1085],{"class":244,"line":245},[242,1080,1081],{"class":909},"ollama",[242,1083,1084],{"class":279}," pull",[242,1086,1087],{"class":279}," llama3\n",[242,1089,1090,1092,1095,1098,1101],{"class":244,"line":252},[242,1091,924],{"class":909},[242,1093,1094],{"class":279}," config",[242,1096,1097],{"class":279}," set",[242,1099,1100],{"class":279}," ai.provider",[242,1102,1103],{"class":279}," \"ollama\"\n",[21,1105,335],{"id":335},[337,1107,1108,1124],{},[340,1109,1110],{},[343,1111,1112,1114,1116,1118,1121],{},[346,1113,348],{},[346,1115,359],{},[346,1117,12],{},[346,1119,1120],{},"AutoGLM",[346,1122,1123],{},"Crush",[361,1125,1126,1143,1157,1171,1187,1200,1215,1230,1245,1259],{},[343,1127,1128,1131,1134,1137,1140],{},[366,1129,1130],{},"形态",[366,1132,1133],{},"IM 网关 + 多 Agent 自治",[366,1135,1136],{},"桌面客户端 + MCP",[366,1138,1139],{},"Phone\u002FWeb GUI agent",[366,1141,1142],{},"终端 TUI agent",[343,1144,1145,1148,1151,1153,1155],{},[366,1146,1147],{},"7×24 Heartbeat",[366,1149,1150],{},"✅ 30 分钟",[366,1152,391],{},[366,1154,391],{},[366,1156,391],{},[343,1158,1159,1162,1165,1167,1169],{},[366,1160,1161],{},"多 IM 渠道",[366,1163,1164],{},"✅ 20+",[366,1166,391],{},[366,1168,391],{},[366,1170,391],{},[343,1172,1173,1176,1179,1182,1184],{},[366,1174,1175],{},"Skills 市场",[366,1177,1178],{},"✅ ClawHub 5400+",[366,1180,1181],{},"✅ MCP Connectors",[366,1183,391],{},[366,1185,1186],{},"✅ Agent Skills 标准",[343,1188,1189,1191,1193,1195,1197],{},[366,1190,763],{},[366,1192,404],{},[366,1194,68],{},[366,1196,391],{},[366,1198,1199],{},"session",[343,1201,1202,1204,1206,1209,1212],{},[366,1203,431],{},[366,1205,441],{},[366,1207,1208],{},"闭源",[366,1210,1211],{},"✅ MIT 模型 + Apache 代码",[366,1213,1214],{},"FSL-1.1-MIT",[343,1216,1217,1220,1223,1225,1228],{},[366,1218,1219],{},"本地 LLM",[366,1221,1222],{},"✅ Ollama 友好",[366,1224,391],{},[366,1226,1227],{},"✅ 9B 自模型",[366,1229,404],{},[343,1231,1232,1235,1238,1241,1243],{},[366,1233,1234],{},"中国大陆友好",[366,1236,1237],{},"✅ 完全",[366,1239,1240],{},"❌ 支付",[366,1242,404],{},[366,1244,394],{},[343,1246,1247,1249,1251,1254,1256],{},[366,1248,459],{},[366,1250,469],{},[366,1252,1253],{},"$20\u002F月 +",[366,1255,469],{},[366,1257,1258],{},"$0 + API",[343,1260,1261,1263,1266,1269,1272],{},[366,1262,474],{},[366,1264,1265],{},"7×24 IM 触发个人 agent",[366,1267,1268],{},"MCP 生态桌面",[366,1270,1271],{},"Phone GUI",[366,1273,1274],{},"终端 power user",[21,1276,489],{"id":489},[36,1278,1279,1285,1291,1297,1303,1309,1315,1321,1327,1333],{},[39,1280,1281,1284],{},[42,1282,1283],{},"Skill 选型评估","：5400+ Skill 里挑官方 \u002F 高 star \u002F 仔细看 source，沙箱模式优先",[39,1286,1287,1290],{},[42,1288,1289],{},"API 预算控制","：Heartbeat + 多 Agent 会放大 LLM 费用，配 budget cap 或本地 Ollama",[39,1292,1293,1296],{},[42,1294,1295],{},"国内 IM 风控","：微信 \u002F 钉钉账号要用独立小号，避免主账号被风控",[39,1298,1299,1302],{},[42,1300,1301],{},"memory 膨胀","：长期记忆 JSON 文件定期归档 \u002F 清理",[39,1304,1305,1308],{},[42,1306,1307],{},"Node 版本","：Node 24 推荐，Node 18 部分新 Skill 不兼容",[39,1310,1311,1314],{},[42,1312,1313],{},"sandbox 权限默认保守","：复杂自动化要在 onboard 阶段调整权限，不要一上来全 root",[39,1316,1317,1320],{},[42,1318,1319],{},"数据备份","：~\u002F.openclaw 含所有记忆 + 配置，定期备份",[39,1322,1323,1326],{},[42,1324,1325],{},"Windows 走 WSL2","：原生 Windows 兼容差",[39,1328,1329,1332],{},[42,1330,1331],{},"MCP 复用","：内部 MCP server 可直接调用，不要重复造轮",[39,1334,1335,1338],{},[42,1336,1337],{},"Heartbeat 间隔自定义","：默认 30 分钟，做高频监控可调短，但成本对应增加",[21,1340,548],{"id":547},[36,1342,1343,1346,1349,1352,1355,1358,1361,1364],{},[39,1344,1345],{},"✅ 想从 IM 一句话支使 AI 7×24 干活的 power user",[39,1347,1348],{},"✅ 监控 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘 \u002F 智能家居",[39,1350,1351],{},"✅ 数据隐私敏感 + 自托管刚需",[39,1353,1354],{},"✅ 中国大陆用户走本地 Ollama 全免费",[39,1356,1357],{},"❌ 纯 GUI \u002F 桌面交互党（用 Claude Desktop）",[39,1359,1360],{},"❌ 不会折腾 Node \u002F Docker \u002F WSL",[39,1362,1363],{},"❌ 要一键就跑的非技术用户",[39,1365,1366],{},"❌ 高强度多 Agent 同时跑 + 预算极紧（API 费会膨胀）",[21,1368,577],{"id":577},[36,1370,1371,1376,1380],{},[39,1372,1373],{},[583,1374,1375],{"href":673},"Claude Desktop 评测",[39,1377,1378],{},[583,1379,592],{"href":591},[39,1381,1382],{},[583,1383,598],{"href":597},[21,1385,601],{"id":601},[213,1387,1388,1395,1402,1409],{},[39,1389,1390,1391],{},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 渠道 \u002F Heartbeat）",[583,1392,1393],{"href":1393,"rel":1394},"https:\u002F\u002Fdocs.openclaw.ai\u002F",[611],[39,1396,1397,1398],{},"技术栈 — OpenClaw 2026 实战指南 ",[583,1399,1400],{"href":1400,"rel":1401},"https:\u002F\u002Fjishuzhan.net\u002Farticle\u002F2058753885218062337",[611],[39,1403,1404,1405],{},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat \u002F 多 Agent）",[583,1406,1407],{"href":1407,"rel":1408},"https:\u002F\u002Fblog.csdn.net\u002Fweixin_58240054\u002Farticle\u002Fdetails\u002F161197395",[611],[39,1410,1411,1412],{},"腾讯云 — OpenClaw 爆火 + Computer Use Agent 分析 ",[583,1413,1414],{"href":1414,"rel":1415},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2637863",[611],[634,1417,1418],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: 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+ 本地长期记忆。Node 24（推荐）或 22 LTS。",[1434,1437,1440,1443],{"q":1435,"a":1436},"OpenClaw 和 Claude Desktop \u002F MCP 怎么定位？","Claude Desktop 是『桌面客户端 + MCP 工具栈』走 GUI 交互；OpenClaw 是『IM 网关 + 多 Agent + 主动 Heartbeat』走聊天 + 后台自治。两者互补：在电脑前要 GUI 体验用 Claude Desktop；离开电脑要 Telegram \u002F 微信里支使 AI 7×24 干活用 OpenClaw。OpenClaw 内部也可调用 MCP server 和 LLM provider。",{"q":1438,"a":1439},"Heartbeat 是什么？","每 30 分钟由 Gateway 主动唤醒 Agent，检查 Cron \u002F 任务队列 \u002F 监控钩子，让 AI 真正『7×24 后台运行』而非被动等用户。监控告警 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘等场景靠 Heartbeat 实现。",{"q":1441,"a":1442},"ClawHub 是什么？","OpenClaw 社区驱动的 Skills 市场，2026-05 已突破 5400 个 Skill：天气 \u002F 邮件分拣 \u002F 网页采集 \u002F 浏览器自动化 \u002F 文件整理 \u002F 多平台消息 \u002F 加密货币 \u002F 智能家居 \u002F CRM 集成等。Skill 用 YAML \u002F Markdown 描述，一键安装 + 自定义 prompt 即可。",{"q":662,"a":1444},"完全可以。OpenClaw 自托管 + MIT 开源 + 本地 Ollama 模型路径全免费 + 无外网 \u002F 海外卡依赖。微信 \u002F 钉钉 \u002F 飞书都有 channel 插件。配 Ollama llama3 \u002F Qwen 中文模型可全离线。仅外接 GPT \u002F Claude API 时需要海外网络 + 海外卡。",[668,669,670],{},[676,678,1448,942],"windows-wsl",[1450],{"plan":821,"price":469,"features":1451,"notes":1452},"MIT 全开源 + Gateway + Skills + Memory + Cron + Heartbeat + 多 Agent + 20+ IM 渠道","用户自带 LLM Key 或本地 Ollama","MIT 完全免费开源 \u002F 用户自带 LLM API（GPT \u002F Claude \u002F 本地 Ollama 全免费）",[1455],"onboarding\u002Fpersonal-247-ai-agent",{"power":286,"ux":270,"price":286,"cn_support":270,"stability":270},{"title":359,"description":1432},[1459,1461,1463,1465],{"name":1460,"url":1393,"accessed":712},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 多渠道）",{"name":1462,"url":1400,"accessed":712},"技术栈 — OpenClaw 2026 实战指南",{"name":1464,"url":1407,"accessed":712},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat）",{"name":1466,"url":1414,"accessed":712},"腾讯云 — Computer Use Agent 爆发分析","tools\u002Fagent\u002Fdesktop\u002Fopenclaw","2026 现象级开源个人 AI Agent——多 IM 网关 + 技能市场 ClawHub 5400+ + 7×24 Heartbeat",[1470,1471,1472,723,1473,1474,1475,924],"opensource","self-host","gateway","multi-agent","im-bot","mit","2026 最火个人 AI Agent——『IM 触发 + 7×24 主动 + 本地控制』三件套。要从 Telegram \u002F 微信 \u002F Discord 一句话支使 AI 干活的 power user 首选。GUI 党 \u002F 非工程师仍推 Claude Desktop。","https:\u002F\u002Fdocs.openclaw.ai","q7sFgtkzW-ui9ttj9bhIHbHWtLJSEmMSW65tBv8zVwE",1784565440152]