[{"data":1,"prerenderedAt":3373},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"tool-tools\u002Fagent\u002Fdesktop\u002Fautoglm":9,"tool-stats-agent\u002Fdesktop\u002Fautoglm":750,"cat-rank-agent-desktop":753,"tool-related-agent\u002Fdesktop\u002Fautoglm":3372},{"tools":4,"reviews":5},65,7,{"tools":4,"reviews":5,"playbooks":7,"news":8},10,8,{"id":10,"title":11,"alternatives":12,"api_compatible":22,"body":23,"category":677,"chinese_friendly":270,"cover":678,"description":679,"domestic":680,"extension":681,"faq":682,"free":680,"github":22,"languages":695,"meta":698,"models":22,"navigation":259,"notSuitable":22,"opensource":259,"path":699,"pillar":700,"platforms":701,"priceTable":705,"pricing":719,"published":720,"relatedPlaybooks":721,"relatedReviews":22,"score":725,"self_host":259,"seo":726,"slug":727,"sources":728,"stem":738,"suitable":22,"tagline":739,"tags":740,"updated":731,"verdict":748,"website":637,"__hash__":749},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm.md","AutoGLM",[13,16,19],{"name":14,"url":15},"claude-desktop","\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop",{"name":17,"url":18},"openclaw","\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw",{"name":20,"url":21},"manus","\u002Ftools\u002Fcoding\u002Fagent\u002Fmanus",null,{"type":24,"value":25,"toc":665},"minimark",[26,31,35,38,41,112,115,135,141,145,150,170,175,198,202,365,368,522,525,575,579,605,608,626,629,661],[27,28,30],"h2",{"id":29},"tldr","TL;DR",[32,33,34],"p",{},"AutoGLM 是智谱清言 + 清华大学合作的 GUI 自治智能体研究项目（arXiv 2411.00820）。2025-12-08 开源 Open-AutoGLM：AutoGLM-Phone-9B 模型（MIT 协议，HuggingFace \u002F ModelScope 可下载）+ Apache 2.0 框架代码 + Android 适配 + Remote ADB + 50+ 中文 App 示例。VAB-WebArena-Lite 55.2% \u002F 59.1% 成功率，覆盖微信 \u002F 淘宝 \u002F 美团 \u002F Gmail \u002F Google Maps 等。Web 端通过智谱清言 Chrome 扩展（10 万+ 用户）提供页面总结 \u002F 高级检索能力。",[32,36,37],{},"适合：研究 GUI agent 的学术 \u002F 工程团队；国内 App 自治场景；要中文模型 + 私有化部署；想本地跑 phone agent 不依赖外网。不适合：跨平台桌面自动化（用 Anthropic Computer Use \u002F Claude Desktop）；纯英文 web 任务（成功率不如商业产品）；要 production-grade 稳定性（学术 \u002F 开源版本仍在演进）。",[27,39,40],{"id":40},"核心能力",[42,43,44,52,58,64,70,76,82,88,94,100,106],"ul",{},[45,46,47,51],"li",{},[48,49,50],"strong",{},"AutoGLM-Phone-9B","：MIT 协议开源模型，HuggingFace \u002F ModelScope 可下载",[45,53,54,57],{},[48,55,56],{},"Android 适配层","：原生 Android API + Accessibility Service",[45,59,60,63],{},[48,61,62],{},"Remote ADB","：初次配置后通过 WiFi 控制设备，无需 USB",[45,65,66,69],{},[48,67,68],{},"多模态屏幕理解","：截屏 + UI 树双输入，规划 + grounding 分离",[45,71,72,75],{},[48,73,74],{},"50+ 中文 App 任务示例","：微信 \u002F 淘宝 \u002F 美团 \u002F 京东 \u002F 支付宝 \u002F 抖音 \u002F 小红书 \u002F 大众点评等",[45,77,78,81],{},[48,79,80],{},"英文 App 覆盖","：Gmail \u002F Google Maps \u002F X \u002F Reddit \u002F OneStopShop",[45,83,84,87],{},[48,85,86],{},"Web 浏览器智能体","：Chrome 扩展 + VAB-WebArena-Lite 55.2% \u002F 59.1%",[45,89,90,93],{},[48,91,92],{},"页面总结 + 划线助手 + 写作助手 + 高级检索","（知网 \u002F 知乎 \u002F 小红书）",[45,95,96,99],{},[48,97,98],{},"Safe Operations","：敏感操作（登录 \u002F 验证码）确认后由人接管",[45,101,102,105],{},[48,103,104],{},"Python API","：几行代码就能跑通自动化任务",[45,107,108,111],{},[48,109,110],{},"私有化部署","：模型 + 框架本地跑，数据 \u002F 日志 \u002F 权限完全自控",[27,113,114],{"id":114},"价格",[42,116,117,123,129],{},[45,118,119,122],{},[48,120,121],{},"Open-AutoGLM","：$0；模型 MIT + 代码 Apache 2.0",[45,124,125,128],{},[48,126,127],{},"Chrome 扩展","：$0；Chrome Web Store 装即用",[45,130,131,134],{},[48,132,133],{},"整合产品（智谱清言 App）","：商业服务，价格随订阅",[136,137,138],"blockquote",{},[32,139,140],{},"真实成本 = 0（开源）+ GPU 推理（9B 模型 RTX 4090 一张即可跑）",[27,142,144],{"id":143},"实测开源版本-pixel-6a-ubuntu-2204","实测（开源版本 \u002F Pixel 6a + Ubuntu 22.04）",[32,146,147],{},[48,148,149],{},"亮点：",[42,151,152,155,158,161,164,167],{},[45,153,154],{},"32 个月研发的『手机 GUI agent』终于开源，是国内学术圈难得的开放姿态",[45,156,157],{},"中文 App 覆盖度领先：微信 \u002F 美团 \u002F 淘宝跑通率高",[45,159,160],{},"模型 9B 可在单卡 4090 + 24GB 显存跑，门槛友好",[45,162,163],{},"Remote ADB 让长跑实验摆脱 USB 线",[45,165,166],{},"学术 benchmark 数据透明（55.2% \u002F 59.1%）",[45,168,169],{},"safe-operation 设计对登录 \u002F 支付环节做人审接管，避免误操作",[32,171,172],{},[48,173,174],{},"踩坑：",[42,176,177,180,183,186,189,192,195],{},[45,178,179],{},"App 版本更新后 UI 元素变化要重新适配",[45,181,182],{},"9B 模型在复杂多步骤任务上推理不如商业大模型（GPT-5.4 \u002F Claude Opus 4.6）",[45,184,185],{},"主要面向 Android，iOS 支持空缺",[45,187,188],{},"文档以 README + 论文为主，工程化最佳实践薄",[45,190,191],{},"国行 App 隐私 \u002F 反爬监测会偶尔拦截",[45,193,194],{},"Chrome 扩展 3.4 \u002F 5 评分中等，功能尚可但稳定性一般",[45,196,197],{},"整合版（智谱清言）和开源版差异要注意，别混用",[27,199,201],{"id":200},"上手open-autoglm","上手（Open-AutoGLM）",[203,204,209],"pre",{"className":205,"code":206,"language":207,"meta":208,"style":208},"language-bash shiki shiki-themes github-light github-dark","git clone https:\u002F\u002Fgithub.com\u002Fzai-org\u002FOpen-AutoGLM\ncd Open-AutoGLM && pip install -r requirements.txt\n\n# 下载 9B 模型\nhuggingface-cli download THUDM\u002FAutoGLM-Phone-9B\n\n# 配置 ADB（USB 一次）\nadb tcpip 5555 && adb connect \u003Cdevice-ip>:5555\n\n# 跑示例任务\npython examples\u002Frun_phone_agent.py \\\n  --model THUDM\u002FAutoGLM-Phone-9B \\\n  --task \"在小红书搜索罗马旅游攻略并总结景点\"\n","bash","",[210,211,212,228,254,261,268,280,285,290,323,328,333,345,356],"code",{"__ignoreMap":208},[213,214,217,221,225],"span",{"class":215,"line":216},"line",1,[213,218,220],{"class":219},"sScJk","git",[213,222,224],{"class":223},"sZZnC"," clone",[213,226,227],{"class":223}," https:\u002F\u002Fgithub.com\u002Fzai-org\u002FOpen-AutoGLM\n",[213,229,231,235,238,242,245,248,251],{"class":215,"line":230},2,[213,232,234],{"class":233},"sj4cs","cd",[213,236,237],{"class":223}," Open-AutoGLM",[213,239,241],{"class":240},"sVt8B"," && ",[213,243,244],{"class":219},"pip",[213,246,247],{"class":223}," install",[213,249,250],{"class":233}," -r",[213,252,253],{"class":223}," requirements.txt\n",[213,255,257],{"class":215,"line":256},3,[213,258,260],{"emptyLinePlaceholder":259},true,"\n",[213,262,264],{"class":215,"line":263},4,[213,265,267],{"class":266},"sJ8bj","# 下载 9B 模型\n",[213,269,271,274,277],{"class":215,"line":270},5,[213,272,273],{"class":219},"huggingface-cli",[213,275,276],{"class":223}," download",[213,278,279],{"class":223}," THUDM\u002FAutoGLM-Phone-9B\n",[213,281,283],{"class":215,"line":282},6,[213,284,260],{"emptyLinePlaceholder":259},[213,286,287],{"class":215,"line":5},[213,288,289],{"class":266},"# 配置 ADB（USB 一次）\n",[213,291,292,295,298,301,303,305,308,312,315,317,320],{"class":215,"line":8},[213,293,294],{"class":219},"adb",[213,296,297],{"class":223}," tcpip",[213,299,300],{"class":233}," 5555",[213,302,241],{"class":240},[213,304,294],{"class":219},[213,306,307],{"class":223}," connect",[213,309,311],{"class":310},"szBVR"," \u003C",[213,313,314],{"class":223},"device-i",[213,316,32],{"class":240},[213,318,319],{"class":310},">",[213,321,322],{"class":223},":5555\n",[213,324,326],{"class":215,"line":325},9,[213,327,260],{"emptyLinePlaceholder":259},[213,329,330],{"class":215,"line":7},[213,331,332],{"class":266},"# 跑示例任务\n",[213,334,336,339,342],{"class":215,"line":335},11,[213,337,338],{"class":219},"python",[213,340,341],{"class":223}," examples\u002Frun_phone_agent.py",[213,343,344],{"class":233}," \\\n",[213,346,348,351,354],{"class":215,"line":347},12,[213,349,350],{"class":233},"  --model",[213,352,353],{"class":223}," THUDM\u002FAutoGLM-Phone-9B",[213,355,344],{"class":233},[213,357,359,362],{"class":215,"line":358},13,[213,360,361],{"class":233},"  --task",[213,363,364],{"class":223}," \"在小红书搜索罗马旅游攻略并总结景点\"\n",[27,366,367],{"id":367},"对比",[369,370,371,392],"table",{},[372,373,374],"thead",{},[375,376,377,381,383,386,389],"tr",{},[378,379,380],"th",{},"维度",[378,382,11],{},[378,384,385],{},"Claude Desktop",[378,387,388],{},"OpenClaw",[378,390,391],{},"Anthropic Computer Use",[393,394,395,413,430,447,461,477,491,505],"tbody",{},[375,396,397,401,404,407,410],{},[398,399,400],"td",{},"平台",[398,402,403],{},"Android + Web",[398,405,406],{},"macOS \u002F Windows + MCP",[398,408,409],{},"macOS\u002FLinux\u002FWin",[398,411,412],{},"跨平台",[375,414,415,418,421,424,427],{},[398,416,417],{},"开源",[398,419,420],{},"✅ MIT 模型 + Apache 代码",[398,422,423],{},"闭源",[398,425,426],{},"✅ MIT",[398,428,429],{},"❌",[375,431,432,435,438,441,444],{},[398,433,434],{},"中文 App",[398,436,437],{},"✅ 50+ 示例",[398,439,440],{},"–",[398,442,443],{},"部分",[398,445,446],{},"弱",[375,448,449,452,455,457,459],{},[398,450,451],{},"Phone agent",[398,453,454],{},"✅ 9B 模型",[398,456,429],{},[398,458,429],{},[398,460,429],{},[375,462,463,466,468,471,474],{},[398,464,465],{},"桌面 agent",[398,467,429],{},[398,469,470],{},"✅ MCP",[398,472,473],{},"✅ Gateway",[398,475,476],{},"✅ 原生",[375,478,479,482,485,487,489],{},[398,480,481],{},"学术 benchmark",[398,483,484],{},"✅ 公开",[398,486,440],{},[398,488,440],{},[398,490,443],{},[375,492,493,496,498,500,503],{},[398,494,495],{},"整合 IM",[398,497,440],{},[398,499,440],{},[398,501,502],{},"✅ 20+ 平台",[398,504,440],{},[375,506,507,510,513,516,519],{},[398,508,509],{},"适合",[398,511,512],{},"国内 App \u002F 研究 \u002F 私有化",[398,514,515],{},"MCP 生态桌面",[398,517,518],{},"IM 触发个人 agent",[398,520,521],{},"跨平台桌面",[27,523,524],{"id":524},"避坑",[42,526,527,533,539,545,551,557,563,569],{},[45,528,529,532],{},[48,530,531],{},"App 版本敏感","：UI 改动后效果下降，要 pin App 版本或重训样本",[45,534,535,538],{},[48,536,537],{},"9B 模型推理上限","：复杂多步任务上不及 GPT-5.4 \u002F Claude，可叠加外部规划模型",[45,540,541,544],{},[48,542,543],{},"iOS 暂缺","：需要 iOS agent 走别的方案",[45,546,547,550],{},[48,548,549],{},"Remote ADB 安全","：开放端口必须限内网 + 防火墙",[45,552,553,556],{},[48,554,555],{},"国行 App 反爬","：账号风控 \u002F 验证码会触发，必要时 human-in-the-loop",[45,558,559,562],{},[48,560,561],{},"学术 vs 整合版","：开源版能力 ≠ 智谱清言 App 内置版能力，PoC 别混淆",[45,564,565,568],{},[48,566,567],{},"隐私 \u002F 合规","：本地部署是优势，但读取 IM \u002F 通讯录仍要符合用户授权 + 当地法律",[45,570,571,574],{},[48,572,573],{},"MIT 模型 + Apache 代码","：商用务必看 LICENSE，企业合规审计要走流程",[27,576,578],{"id":577},"适合-不适合","适合 \u002F 不适合",[42,580,581,584,587,590,593,596,599,602],{},[45,582,583],{},"✅ GUI agent 学术研究 \u002F 工程团队",[45,585,586],{},"✅ 国内 App 自治（微信 \u002F 美团 \u002F 淘宝 \u002F 小红书）",[45,588,589],{},"✅ 想本地跑 phone agent + 数据自主",[45,591,592],{},"✅ 私有化部署 + 合规需求",[45,594,595],{},"❌ 跨平台桌面自动化（Claude Desktop \u002F Anthropic Computer Use）",[45,597,598],{},"❌ iOS App 自治",[45,600,601],{},"❌ 要 production-grade 稳定性（仍在演进）",[45,603,604],{},"❌ 不懂 ADB \u002F Python 部署的纯用户",[27,606,607],{"id":607},"相关阅读",[42,609,610,616,621],{},[45,611,612],{},[613,614,615],"a",{"href":15},"Claude Desktop 评测",[45,617,618],{},[613,619,620],{"href":18},"OpenClaw 评测",[45,622,623],{},[613,624,625],{"href":21},"Manus 评测",[27,627,628],{"id":628},"来源",[630,631,632,640,647,654],"ol",{},[45,633,634,635],{},"AutoGLM 项目主页（含 Open-AutoGLM 2025-12-08 发布说明 \u002F benchmark 数据）",[613,636,637],{"href":637,"rel":638},"https:\u002F\u002Fxiao9905.github.io\u002FAutoGLM",[639],"nofollow",[45,641,642,643],{},"腾讯新闻 — 智谱开源 AutoGLM（32 个月研发 \u002F MIT + Apache 2.0）",[613,644,645],{"href":645,"rel":646},"https:\u002F\u002Fnews.qq.com\u002Frain\u002Fa\u002F20251209A05V1G00",[639],[45,648,649,650],{},"AutoGLM arXiv 论文 ",[613,651,652],{"href":652,"rel":653},"https:\u002F\u002Farxiv.org\u002Fabs\u002F2411.00820",[639],[45,655,656,657],{},"Chrome Web Store — 智谱清言 ChatGLM & AutoGLM 工作学习 AI 助手 ",[613,658,659],{"href":659,"rel":660},"https:\u002F\u002Fchromewebstore.google.com\u002Fdetail\u002Fmnpdbmgpebfihcndnpgdaihnkmloclkd",[639],[662,663,664],"style",{},"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 pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}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":208,"searchDepth":256,"depth":256,"links":666},[667,668,669,670,671,672,673,674,675,676],{"id":29,"depth":230,"text":30},{"id":40,"depth":230,"text":40},{"id":114,"depth":230,"text":114},{"id":143,"depth":230,"text":144},{"id":200,"depth":230,"text":201},{"id":367,"depth":230,"text":367},{"id":524,"depth":230,"text":524},{"id":577,"depth":230,"text":578},{"id":607,"depth":230,"text":607},{"id":628,"depth":230,"text":628},"desktop","\u002Fimg\u002Ftools\u002Fautoglm.webp","AutoGLM 真实评测：智谱清言 + 清华大学合作的 GUI 自治智能体研究产品（arXiv 2411.00820）。2025-12-08 Open-AutoGLM 开源版本（MIT\u002FApache 2.0）发布，含 AutoGLM-Phone-9B 模型（HuggingFace \u002F ModelScope 可下载）+ Android 适配层 + 50+ 中文 App 任务示例。VAB-WebArena-Lite 55.2% 成功率（二次尝试 59.1%），中文 App 支持 Gmail\u002F微信\u002F淘宝\u002F美团等。",false,"md",[683,686,689,692],{"q":684,"a":685},"Open-AutoGLM 和原 AutoGLM 什么关系？","原 AutoGLM 是智谱 2024-10 发布的闭源整合产品（手机 + Web GUI agent），首次在真实手机环境跑通完整自治链路。Open-AutoGLM 是 2025-12 开源版本，把核心模型（AutoGLM-Phone-9B）+ 框架代码 + Android 适配层 + 50+ 中文 App 任务示例释放出来，方便开发者本地部署 + 二次开发。整合版闭源、商业；开源版用于学术 \u002F 私有化。",{"q":687,"a":688},"支持哪些 App？","Open-AutoGLM 内置 50+ 中文 App 示例：微信 \u002F 淘宝 \u002F 美团 \u002F 京东 \u002F 支付宝 \u002F 抖音 \u002F 小红书 \u002F 网易云 \u002F 大众点评 + 英文 Gmail \u002F Google Maps \u002F X \u002F Reddit 等。任何 Android App 理论可用，但效果取决于 UI 元素的可识别度，新版本 App 需要重新适配。",{"q":690,"a":691},"Web 端能力？","Web 端通过 Chrome 扩展（智谱清言：ChatGLM & AutoGLM 工作学习 AI 助手）提供——10 万+ 用户安装，含页面总结 \u002F 划线助手 \u002F 写作助手 \u002F 高级检索（知网 \u002F 知乎 \u002F 小红书）。VAB-WebArena-Lite benchmark 55.2% 首次成功率，二次尝试 59.1%。",{"q":693,"a":694},"和 Anthropic Computer Use \u002F Claude Desktop 怎么选？","AutoGLM 强在中文 App + 学术研究 + 开源权重 + 国内合规；Anthropic Computer Use 强在跨平台桌面 + 英文场景 + 模型推理；Claude Desktop 强在 MCP 生态 + 一键 .mcpb 安装。国内 App 自治 + 私有化 → AutoGLM；英文桌面 + 通用桌面操作 → Anthropic \u002F Claude Desktop。",[696,697],"zh","en",{},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm","agent",[702,703,704],"android","chrome-extension","web",[706,710,714],{"plan":121,"price":707,"features":708,"notes":709},"$0","AutoGLM-Phone-9B 模型（MIT）+ 框架代码（Apache 2.0）+ Android 适配 + Remote ADB + 50+ 中文 App 示例","开源 \u002F 私有化部署",{"plan":711,"price":707,"features":712,"notes":713},"智谱清言 Chrome 扩展","Web 划线 \u002F 总结 \u002F 高级检索 \u002F 写作助手 \u002F 页面对话","Chrome Web Store",{"plan":715,"price":716,"features":717,"notes":718},"智谱清言 App 内置","Custom","完整 GUI agent 能力（Phone \u002F Web）+ 整合产品体验","国行 App \u002F 商业服务","Open-AutoGLM 开源免费（MIT 模型 + Apache 2.0 代码）\u002F 智谱清言 App 内置版商业","2026-06-19",[722],{"name":723,"url":724},"GUI Agent 工程化","\u002Fplaybook\u002Fonboarding\u002Fgui-agent-engineering",{"power":263,"ux":263,"price":270,"cn_support":270,"stability":256},{"title":11,"description":679},"agent\u002Fdesktop\u002Fautoglm",[729,732,734,736],{"name":730,"url":637,"accessed":731},"AutoGLM 项目主页（清华 \u002F Z.AI）","2026-06-24",{"name":733,"url":645,"accessed":731},"腾讯新闻 — 智谱开源 AutoGLM",{"name":735,"url":652,"accessed":731},"AutoGLM arXiv 论文 2411.00820",{"name":737,"url":659,"accessed":731},"Chrome Web Store — 智谱清言扩展（10万+用户）","tools\u002Fagent\u002Fdesktop\u002Fautoglm","智谱清言出品 + 清华团队 GUI 自治智能体——Open-AutoGLM 开源 9B 手机模型 + Chrome 浏览器扩展",[741,742,743,744,745,746,747],"gui-agent","mobile-agent","browser-agent","opensource","chinese","zhipu","chatglm","国内『AI 操作手机 \u002F 浏览器』开源标杆——智谱 32 个月研发、清华学术背景、MIT 开源模型权重。学术研究 \u002F 国内 App 自治 \u002F 私有化部署首选。生产稳定性 + 跨平台桌面仍弱于 Anthropic Computer Use \u002F Claude Desktop。","VvdWEKZS3wv_yukoLOAxIkFOGINlTMgvdTZRo9H_GUA",{"ok":259,"slug":751,"viewCount":752,"clickCount":752,"avgRating":752,"ratingCount":752},"agent%2Fdesktop%2Fautoglm",0,[754,1231,1885,2649],{"id":10,"title":11,"alternatives":755,"api_compatible":22,"body":759,"category":677,"chinese_friendly":270,"cover":678,"description":679,"domestic":680,"extension":681,"faq":1209,"free":680,"github":22,"languages":1214,"meta":1215,"models":22,"navigation":259,"notSuitable":22,"opensource":259,"path":699,"pillar":700,"platforms":1216,"priceTable":1217,"pricing":719,"published":720,"relatedPlaybooks":1221,"relatedReviews":22,"score":1223,"self_host":259,"seo":1224,"slug":727,"sources":1225,"stem":738,"suitable":22,"tagline":739,"tags":1230,"updated":731,"verdict":748,"website":637,"__hash__":749},[756,757,758],{"name":14,"url":15},{"name":17,"url":18},{"name":20,"url":21},{"type":24,"value":760,"toc":1197},[761,763,765,767,769,815,817,831,835,837,841,855,859,875,877,983,985,1099,1101,1135,1137,1155,1157,1171,1173,1195],[27,762,30],{"id":29},[32,764,34],{},[32,766,37],{},[27,768,40],{"id":40},[42,770,771,775,779,783,787,791,795,799,803,807,811],{},[45,772,773,51],{},[48,774,50],{},[45,776,777,57],{},[48,778,56],{},[45,780,781,63],{},[48,782,62],{},[45,784,785,69],{},[48,786,68],{},[45,788,789,75],{},[48,790,74],{},[45,792,793,81],{},[48,794,80],{},[45,796,797,87],{},[48,798,86],{},[45,800,801,93],{},[48,802,92],{},[45,804,805,99],{},[48,806,98],{},[45,808,809,105],{},[48,810,104],{},[45,812,813,111],{},[48,814,110],{},[27,816,114],{"id":114},[42,818,819,823,827],{},[45,820,821,122],{},[48,822,121],{},[45,824,825,128],{},[48,826,127],{},[45,828,829,134],{},[48,830,133],{},[136,832,833],{},[32,834,140],{},[27,836,144],{"id":143},[32,838,839],{},[48,840,149],{},[42,842,843,845,847,849,851,853],{},[45,844,154],{},[45,846,157],{},[45,848,160],{},[45,850,163],{},[45,852,166],{},[45,854,169],{},[32,856,857],{},[48,858,174],{},[42,860,861,863,865,867,869,871,873],{},[45,862,179],{},[45,864,182],{},[45,866,185],{},[45,868,188],{},[45,870,191],{},[45,872,194],{},[45,874,197],{},[27,876,201],{"id":200},[203,878,879],{"className":205,"code":206,"language":207,"meta":208,"style":208},[210,880,881,889,905,909,913,921,925,929,953,957,961,969,977],{"__ignoreMap":208},[213,882,883,885,887],{"class":215,"line":216},[213,884,220],{"class":219},[213,886,224],{"class":223},[213,888,227],{"class":223},[213,890,891,893,895,897,899,901,903],{"class":215,"line":230},[213,892,234],{"class":233},[213,894,237],{"class":223},[213,896,241],{"class":240},[213,898,244],{"class":219},[213,900,247],{"class":223},[213,902,250],{"class":233},[213,904,253],{"class":223},[213,906,907],{"class":215,"line":256},[213,908,260],{"emptyLinePlaceholder":259},[213,910,911],{"class":215,"line":263},[213,912,267],{"class":266},[213,914,915,917,919],{"class":215,"line":270},[213,916,273],{"class":219},[213,918,276],{"class":223},[213,920,279],{"class":223},[213,922,923],{"class":215,"line":282},[213,924,260],{"emptyLinePlaceholder":259},[213,926,927],{"class":215,"line":5},[213,928,289],{"class":266},[213,930,931,933,935,937,939,941,943,945,947,949,951],{"class":215,"line":8},[213,932,294],{"class":219},[213,934,297],{"class":223},[213,936,300],{"class":233},[213,938,241],{"class":240},[213,940,294],{"class":219},[213,942,307],{"class":223},[213,944,311],{"class":310},[213,946,314],{"class":223},[213,948,32],{"class":240},[213,950,319],{"class":310},[213,952,322],{"class":223},[213,954,955],{"class":215,"line":325},[213,956,260],{"emptyLinePlaceholder":259},[213,958,959],{"class":215,"line":7},[213,960,332],{"class":266},[213,962,963,965,967],{"class":215,"line":335},[213,964,338],{"class":219},[213,966,341],{"class":223},[213,968,344],{"class":233},[213,970,971,973,975],{"class":215,"line":347},[213,972,350],{"class":233},[213,974,353],{"class":223},[213,976,344],{"class":233},[213,978,979,981],{"class":215,"line":358},[213,980,361],{"class":233},[213,982,364],{"class":223},[27,984,367],{"id":367},[369,986,987,1001],{},[372,988,989],{},[375,990,991,993,995,997,999],{},[378,992,380],{},[378,994,11],{},[378,996,385],{},[378,998,388],{},[378,1000,391],{},[393,1002,1003,1015,1027,1039,1051,1063,1075,1087],{},[375,1004,1005,1007,1009,1011,1013],{},[398,1006,400],{},[398,1008,403],{},[398,1010,406],{},[398,1012,409],{},[398,1014,412],{},[375,1016,1017,1019,1021,1023,1025],{},[398,1018,417],{},[398,1020,420],{},[398,1022,423],{},[398,1024,426],{},[398,1026,429],{},[375,1028,1029,1031,1033,1035,1037],{},[398,1030,434],{},[398,1032,437],{},[398,1034,440],{},[398,1036,443],{},[398,1038,446],{},[375,1040,1041,1043,1045,1047,1049],{},[398,1042,451],{},[398,1044,454],{},[398,1046,429],{},[398,1048,429],{},[398,1050,429],{},[375,1052,1053,1055,1057,1059,1061],{},[398,1054,465],{},[398,1056,429],{},[398,1058,470],{},[398,1060,473],{},[398,1062,476],{},[375,1064,1065,1067,1069,1071,1073],{},[398,1066,481],{},[398,1068,484],{},[398,1070,440],{},[398,1072,440],{},[398,1074,443],{},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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。",[32,1248,1249],{},"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）。",[27,1251,40],{"id":40},[42,1253,1254,1260,1266,1272,1278,1284,1290,1296,1302,1308,1314],{},[45,1255,1256,1259],{},[48,1257,1258],{},"原生 MCP 支持","：stdio \u002F SSE \u002F HTTP transport，工具调用直接进入对话",[45,1261,1262,1265],{},[48,1263,1264],{},".mcpb Extensions","：一键双击安装，含 Node.js \u002F Python 依赖全打包",[45,1267,1268,1271],{},[48,1269,1270],{},"Connectors 面板","：+ 菜单浏览 \u002F 启用主流 MCP server",[45,1273,1274,1277],{},[48,1275,1276],{},"手动 JSON 配置","：Settings → Developer → Edit Config 完全控制",[45,1279,1280,1283],{},[48,1281,1282],{},"Projects","：跨会话共享 system prompt + 文件 + 知识库",[45,1285,1286,1289],{},[48,1287,1288],{},"Artifacts","：HTML \u002F React \u002F Markdown 实时预览",[45,1291,1292,1295],{},[48,1293,1294],{},"多模态","：图片 + PDF + CSV 上传分析",[45,1297,1298,1301],{},[48,1299,1300],{},"Opus \u002F Sonnet \u002F Haiku 三档","：按任务难度切换",[45,1303,1304,1307],{},[48,1305,1306],{},"Computer Use（Sonnet 4.6+）","：跨平台桌面操作（API 形式）",[45,1309,1310,1313],{},[48,1311,1312],{},"Team Projects","：共享 prompt + admin + 用量分配",[45,1315,1316,1319],{},[48,1317,1318],{},"Enterprise","：SSO + SCIM + 审计 + DLP + 数据保留策略",[27,1321,114],{"id":114},[42,1323,1324,1330,1336,1342,1348,1354],{},[45,1325,1326,1329],{},[48,1327,1328],{},"Free","：$0；基础访问 + MCP 支持",[45,1331,1332,1335],{},[48,1333,1334],{},"Pro","：$20\u002F月；Opus + Projects + 5x 配额",[45,1337,1338,1341],{},[48,1339,1340],{},"Max","：$100\u002F月；5x Pro 用量 + 优先速度",[45,1343,1344,1347],{},[48,1345,1346],{},"Max+","：$200\u002F月；20x Pro 用量",[45,1349,1350,1353],{},[48,1351,1352],{},"Team","：$30\u002Fuser·月（最少 5 人，年付）",[45,1355,1356,1358],{},[48,1357,1318],{},"：Custom",[136,1360,1361],{},[32,1362,1363],{},"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。",[27,1365,1367],{"id":1366},"实测开发者主力-macos-windows-双开","实测（开发者主力 \u002F macOS \u002F Windows 双开）",[32,1369,1370],{},[48,1371,149],{},[42,1373,1374,1377,1380,1383,1386,1389],{},[45,1375,1376],{},".mcpb 让非工程师用户也能装上 GitHub \u002F filesystem \u002F SQLite 工具",[45,1378,1379],{},"Opus 推理质量在所有桌面 agent 中最强",[45,1381,1382],{},"Projects 跨会话保留上下文非常省 token",[45,1384,1385],{},"MCP 工具调用 + Artifacts 预览同窗体验流畅",[45,1387,1388],{},"Anthropic 官方更新节奏稳，2026 几乎每月有功能",[45,1390,1391],{},"Settings → Developer → Edit Config 一键打开配置，路径不再坑用户",[32,1393,1394],{},[48,1395,174],{},[42,1397,1398,1401,1404,1407,1410,1413,1416],{},[45,1399,1400],{},"中国大陆访问 + 支付都受限",[45,1402,1403],{},"MCP 配置错误的报错很简短，要看 Console \u002F Log",[45,1405,1406],{},"大文件 \u002F 长上下文偶尔出现 token 计费偏高",[45,1408,1409],{},"Linux 版本更新偶尔落后 macOS \u002F Windows",[45,1411,1412],{},".mcpb 包格式更换（.dxt → .mcpb）期间的旧包还在用，命名混乱",[45,1414,1415],{},"Free 配额限制偏紧，体验完整流程几乎要 Pro",[45,1417,1418],{},"多账户切换不友好，企业 + 个人共用要登出登入",[27,1420,1421],{"id":1421},"上手",[630,1423,1424,1427,1434,1437],{},[45,1425,1426],{},"claude.ai\u002Fdownload → 下载对应系统客户端 → 安装登录",[45,1428,1429],{},[42,1430,1431],{},[45,1432,1433],{},"菜单 → Connectors → 浏览主流 MCP server（filesystem \u002F GitHub \u002F Slack \u002F Postgres）",[45,1435,1436],{},"或 Settings → Extensions → 下载 .mcpb 文件 → 双击安装",[45,1438,1439],{},"或 Settings → Developer → Edit Config → 手动加：",[203,1441,1445],{"className":1442,"code":1443,"language":1444,"meta":208,"style":208},"language-json shiki shiki-themes github-light github-dark","{\n  \"mcpServers\": {\n    \"filesystem\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@modelcontextprotocol\u002Fserver-filesystem\", \"\u002FUsers\u002Fyou\u002Fwork\"]\n    }\n  }\n}\n","json",[210,1446,1447,1452,1460,1467,1481,1506,1511,1516],{"__ignoreMap":208},[213,1448,1449],{"class":215,"line":216},[213,1450,1451],{"class":240},"{\n",[213,1453,1454,1457],{"class":215,"line":230},[213,1455,1456],{"class":233},"  \"mcpServers\"",[213,1458,1459],{"class":240},": {\n",[213,1461,1462,1465],{"class":215,"line":256},[213,1463,1464],{"class":233},"    \"filesystem\"",[213,1466,1459],{"class":240},[213,1468,1469,1472,1475,1478],{"class":215,"line":263},[213,1470,1471],{"class":233},"      \"command\"",[213,1473,1474],{"class":240},": ",[213,1476,1477],{"class":223},"\"npx\"",[213,1479,1480],{"class":240},",\n",[213,1482,1483,1486,1489,1492,1495,1498,1500,1503],{"class":215,"line":270},[213,1484,1485],{"class":233},"      \"args\"",[213,1487,1488],{"class":240},": [",[213,1490,1491],{"class":223},"\"-y\"",[213,1493,1494],{"class":240},", ",[213,1496,1497],{"class":223},"\"@modelcontextprotocol\u002Fserver-filesystem\"",[213,1499,1494],{"class":240},[213,1501,1502],{"class":223},"\"\u002FUsers\u002Fyou\u002Fwork\"",[213,1504,1505],{"class":240},"]\n",[213,1507,1508],{"class":215,"line":282},[213,1509,1510],{"class":240},"    }\n",[213,1512,1513],{"class":215,"line":5},[213,1514,1515],{"class":240},"  }\n",[213,1517,1518],{"class":215,"line":8},[213,1519,1520],{"class":240},"}\n",[630,1522,1523],{"start":270},[45,1524,1525],{},"重启 Claude Desktop → 看到对话框右下角 🔨 工具图标 → 测试 \"list files in \u002FUsers\u002Fyou\u002Fwork\"",[27,1527,367],{"id":367},[369,1529,1530,1546],{},[372,1531,1532],{},[375,1533,1534,1536,1538,1541,1544],{},[378,1535,380],{},[378,1537,385],{},[378,1539,1540],{},"ChatGPT Desktop",[378,1542,1543],{},"Cursor",[378,1545,388],{},[393,1547,1548,1563,1578,1592,1608,1620,1633,1647],{},[375,1549,1550,1553,1556,1559,1561],{},[398,1551,1552],{},"原生 MCP",[398,1554,1555],{},"✅ 旗舰",[398,1557,1558],{},"部分（GPT Actions）",[398,1560,443],{},[398,1562,473],{},[375,1564,1565,1568,1571,1573,1576],{},[398,1566,1567],{},"一键扩展安装",[398,1569,1570],{},"✅ .mcpb",[398,1572,440],{},[398,1574,1575],{},"✅ 部分",[398,1577,440],{},[375,1579,1580,1583,1586,1588,1590],{},[398,1581,1582],{},"桌面 \u002F 文件系统",[398,1584,1585],{},"✅",[398,1587,1585],{},[398,1589,1585],{},[398,1591,1585],{},[375,1593,1594,1597,1600,1603,1606],{},[398,1595,1596],{},"模型",[398,1598,1599],{},"Claude（Opus \u002F Sonnet）",[398,1601,1602],{},"GPT-5.x",[398,1604,1605],{},"多模型",[398,1607,1605],{},[375,1609,1610,1612,1614,1616,1618],{},[398,1611,417],{},[398,1613,429],{},[398,1615,429],{},[398,1617,429],{},[398,1619,426],{},[375,1621,1622,1625,1627,1629,1631],{},[398,1623,1624],{},"中国大陆支付",[398,1626,429],{},[398,1628,429],{},[398,1630,429],{},[398,1632,1585],{},[375,1634,1635,1638,1641,1643,1645],{},[398,1636,1637],{},"起价",[398,1639,1640],{},"$20\u002F月",[398,1642,1640],{},[398,1644,1640],{},[398,1646,707],{},[375,1648,1649,1651,1654,1657,1660],{},[398,1650,509],{},[398,1652,1653],{},"MCP 生态 + Claude 派",[398,1655,1656],{},"OpenAI 派",[398,1658,1659],{},"代码主力",[398,1661,1662],{},"自托管 IM 触发",[27,1664,524],{"id":524},[42,1666,1667,1673,1679,1685,1691,1697,1703,1709,1715],{},[45,1668,1669,1672],{},[48,1670,1671],{},"配置文件路径常错","：用 Settings → Developer → Edit Config 一键打开，不要手输路径",[45,1674,1675,1678],{},[48,1676,1677],{},"JSON 必须合法","：注释 \u002F 尾逗号会报错，建议 VS Code 校验",[45,1680,1681,1684],{},[48,1682,1683],{},"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",[45,1686,1687,1690],{},[48,1688,1689],{},"NPM 依赖卡住","：npx 首次拉包慢，设置代理或预跑一次再用",[45,1692,1693,1696],{},[48,1694,1695],{},"环境变量隔离","：每个 MCP server 的 env 只对该 server 可见，避免泄露",[45,1698,1699,1702],{},[48,1700,1701],{},"filesystem 限定路径","：args 里只给必要目录，不要给 \u002F 或整个 home",[45,1704,1705,1708],{},[48,1706,1707],{},".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",[45,1710,1711,1714],{},[48,1712,1713],{},"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",[45,1716,1717,1719],{},[48,1718,1270],{}," 偶有 server 不可用，回退到 JSON 手动配置",[27,1721,578],{"id":577},[42,1723,1724,1727,1730,1733,1736,1739,1742,1745],{},[45,1725,1726],{},"✅ Claude Opus \u002F Sonnet 重度用户",[45,1728,1729],{},"✅ 想打通文件系统 \u002F DB \u002F GitHub \u002F 浏览器自动化的开发者",[45,1731,1732],{},"✅ 团队协作通过 Team Projects 共享上下文",[45,1734,1735],{},"✅ MCP 生态早期采用者 \u002F 工具开发者",[45,1737,1738],{},"❌ 中国大陆企业要正规付费 + 合规",[45,1740,1741],{},"❌ 纯代码工作流（Cursor \u002F Continue 更顺）",[45,1743,1744],{},"❌ 预算极紧（Free 配额很快耗尽）",[45,1746,1747],{},"❌ 要自托管 + 数据完全自主（走 OpenClaw \u002F 自家方案）",[27,1749,607],{"id":607},[42,1751,1752,1756,1761],{},[45,1753,1754],{},[613,1755,620],{"href":18},[45,1757,1758],{},[613,1759,1760],{"href":699},"AutoGLM 评测",[45,1762,1763],{},[613,1764,1765],{"href":1239},"Crush 评测",[27,1767,628],{"id":628},[630,1769,1770,1777,1784,1791],{},[45,1771,1772,1773],{},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt 改名 2025-09）",[613,1774,1775],{"href":1775,"rel":1776},"https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fdesktop-extensions",[639],[45,1778,1779,1780],{},"Toolradar — Claude Desktop MCP Server Setup 2026（路径 \u002F 配置示例）",[613,1781,1782],{"href":1782,"rel":1783},"https:\u002F\u002Ftoolradar.com\u002Fblog\u002Fclaude-desktop-mcp-server-setup",[639],[45,1785,1786,1787],{},"MCP Playground — Complete 2026 Setup Guide ",[613,1788,1789],{"href":1789,"rel":1790},"https:\u002F\u002Fmcpplaygroundonline.com\u002Fblog\u002Fhow-to-setup-mcp-claude-desktop",[639],[45,1792,1793,1794],{},"Anthropic — Pricing（Pro $20 \u002F Max $100 \u002F Max+ $200 \u002F Team $30 \u002F Enterprise）",[613,1795,1796],{"href":1796,"rel":1797},"https:\u002F\u002Fwww.anthropic.com\u002Fpricing",[639],[662,1799,1800],{},"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":208,"searchDepth":256,"depth":256,"links":1802},[1803,1804,1805,1806,1807,1808,1809,1810,1811,1812],{"id":29,"depth":230,"text":30},{"id":40,"depth":230,"text":40},{"id":114,"depth":230,"text":114},{"id":1366,"depth":230,"text":1367},{"id":1421,"depth":230,"text":1421},{"id":367,"depth":230,"text":367},{"id":524,"depth":230,"text":524},{"id":577,"depth":230,"text":578},{"id":607,"depth":230,"text":607},{"id":628,"depth":230,"text":628},"\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。",[1816,1819,1822,1825],{"q":1817,"a":1818},"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":1820,"a":1821},".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":1823,"a":1824},"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":1826,"a":1827},"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。",[697,696,1829],"multi",{},[1832,1833,1834],"macos","windows","linux",[1836,1839,1842,1846,1850,1854],{"plan":1328,"price":707,"features":1837,"notes":1838},"基础 Claude Sonnet + MCP 支持 + 有限 message","试水 \u002F 个人轻度",{"plan":1334,"price":1640,"features":1840,"notes":1841},"更多 message + Opus 模型 + Projects + 优先速度","个人主力",{"plan":1340,"price":1843,"features":1844,"notes":1845},"$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":1346,"price":1847,"features":1848,"notes":1849},"$200\u002F月","20x Pro 用量 + research preview 优先","极重度 \u002F Power user",{"plan":1352,"price":1851,"features":1852,"notes":1853},"$30\u002Fuser·月","共享 Projects + admin + 用量分配 + 集中计费（最少 5 人）","小团队",{"plan":1318,"price":716,"features":1855,"notes":1856},"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",[1859],{"name":1860,"url":1861},"MCP 工具开发实战","\u002Fplaybook\u002Fonboarding\u002Fmcp-tool-development",{"power":270,"ux":270,"price":256,"cn_support":230,"stability":270},{"title":385,"description":1814},"agent\u002Fdesktop\u002Fclaude-desktop",[1866,1868,1870,1872],{"name":1867,"url":1775,"accessed":731},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt）",{"name":1869,"url":1782,"accessed":731},"Toolradar — Claude Desktop MCP 设置 2026",{"name":1871,"url":1789,"accessed":731},"MCP Playground — 完整 2026 配置指南",{"name":1873,"url":1796,"accessed":731},"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",[1877,1878,1879,1880,1881],"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","F41_6nTB3IB0taC0-PKYD6rwo968g-EKpaZ-ZAGdXRc",{"id":1886,"title":1887,"alternatives":1888,"api_compatible":22,"body":1898,"category":677,"chinese_friendly":256,"cover":2597,"description":2598,"domestic":680,"extension":681,"faq":2599,"free":680,"github":22,"languages":2612,"meta":2613,"models":22,"navigation":259,"notSuitable":22,"opensource":259,"path":1239,"pillar":700,"platforms":2614,"priceTable":2618,"pricing":2622,"published":720,"relatedPlaybooks":2623,"relatedReviews":22,"score":2627,"self_host":259,"seo":2628,"slug":2629,"sources":2630,"stem":2639,"suitable":22,"tagline":2640,"tags":2641,"updated":731,"verdict":2647,"website":2559,"__hash__":2648},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush.md","Crush",[1889,1892,1895],{"name":1890,"url":1891},"claude-code","\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code",{"name":1893,"url":1894},"aider","\u002Ftools\u002Fcoding\u002Fcli\u002Faider",{"name":1896,"url":1897},"codex","\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex",{"type":24,"value":1899,"toc":2585},[1900,1902,1905,1908,1910,1975,1977,1987,1992,1996,2000,2023,2027,2057,2059,2182,2187,2268,2270,2439,2441,2503,2505,2531,2533,2550,2552,2582],[27,1901,30],{"id":29},[32,1903,1904],{},"Crush 是 Charmbracelet 2025-07 发布的终端 AI 编程 agent，Go 编写、TUI 体验、24,700+ GitHub stars、160+ releases。差异点：mid-session 多模型切换（Anthropic \u002F OpenAI \u002F Gemini \u002F Bedrock \u002F Groq \u002F OpenRouter \u002F Azure \u002F Vertex \u002F Ollama \u002F LM Studio \u002F Z.AI 等数十家）+ LSP 集成 + MCP（stdio\u002FHTTP\u002FSSE）+ Agent Skills 标准 + SQLite session 持久化 + AGENTS.md 项目上下文。FSL-1.1-MIT 开源（2 年后转 MIT），全平台二进制（macOS \u002F Linux \u002F Windows \u002F WSL \u002F FreeBSD \u002F OpenBSD \u002F NetBSD \u002F Android）。",[32,1906,1907],{},"适合：终端控 \u002F SSH 远程开发 \u002F 不想离开命令行的工程师；要在多个 LLM 间灵活切换；用 Ollama \u002F LM Studio 本地模型；颜值 + 功能都不愿妥协的 power user。不适合：纯 GUI \u002F IDE 党（Cursor 更顺）；要 Anthropic 官方 Skills 生态深度（用 Claude Code）；企业商业竞品场景（FSL 协议有限制）。",[27,1909,40],{"id":40},[42,1911,1912,1918,1924,1930,1936,1942,1948,1954,1960,1966],{},[45,1913,1914,1917],{},[48,1915,1916],{},"多模型 mid-session 切换","：不重启 session 切 Claude \u002F GPT \u002F Gemini \u002F Groq \u002F Bedrock \u002F OpenRouter \u002F Azure \u002F Vertex",[45,1919,1920,1923],{},[48,1921,1922],{},"LSP 集成","：自动发现 + on-demand 启动，context-aware 代码理解",[45,1925,1926,1929],{},[48,1927,1928],{},"MCP 支持","：stdio \u002F HTTP \u002F SSE 三种 transport",[45,1931,1932,1935],{},[48,1933,1934],{},"Agent Skills 标准","：内置 skill discovery",[45,1937,1938,1941],{},[48,1939,1940],{},"AGENTS.md","：项目级 context 文件",[45,1943,1944,1947],{},[48,1945,1946],{},"SQLite session 持久化","：history navigation + 多会话隔离",[45,1949,1950,1953],{},[48,1951,1952],{},"桌面通知","：权限确认 + agent turn 完成提醒",[45,1955,1956,1959],{},[48,1957,1958],{},"跨平台二进制","：macOS + Linux + Windows（PowerShell + WSL）+ FreeBSD + OpenBSD + NetBSD + Android",[45,1961,1962,1965],{},[48,1963,1964],{},"Charm 生态","：Bubble Tea TUI + Lip Gloss 样式 + Glamour markdown + Bubbles 组件 + Fantasy LLM 抽象",[45,1967,1968,1974],{},[48,1969,1970,1973],{},[210,1971,1972],{},"@charmland\u002Fcrush"," NPM 包","：跨平台一键安装",[27,1976,114],{"id":114},[42,1978,1979,1984],{},[45,1980,1981,1983],{},[48,1982,1328],{},"：$0；FSL-1.1-MIT（2 年后转 MIT）",[45,1985,1986],{},"真实成本 = LLM API 费用（自带 key）",[136,1988,1989],{},[32,1990,1991],{},"省钱组合：日常用 Ollama 本地 7B \u002F 13B 跑简单任务；难任务切 Claude Sonnet \u002F GPT-5 \u002F Z.AI GLM Coding。",[27,1993,1995],{"id":1994},"实测终端主力-macos-linux-ssh","实测（终端主力 \u002F macOS + Linux SSH）",[32,1997,1998],{},[48,1999,149],{},[42,2001,2002,2005,2008,2011,2014,2017,2020],{},[45,2003,2004],{},"TUI 颜值在终端 agent 里独一档，Bubble Tea 的丝滑动效",[45,2006,2007],{},"mid-session 切模型在『Claude 推理够用 → GPT 思考 hard task → Gemini Flash 跑批 commit 文档』场景极有用",[45,2009,2010],{},"LSP 集成对 Go \u002F Rust \u002F TS \u002F Python 大型项目特别管用",[45,2012,2013],{},"MCP 三种 transport 覆盖几乎所有用例",[45,2015,2016],{},"AGENTS.md 让项目级 prompt 不丢",[45,2018,2019],{},"SQLite 多 session 隔离干净",[45,2021,2022],{},"跨平台二进制保留 SSH + 远程开发用户",[32,2024,2025],{},[48,2026,174],{},[42,2028,2029,2032,2035,2038,2041,2044,2047,2054],{},[45,2030,2031],{},"FSL-1.1-MIT 不是 OSI 标准开源，企业法务要审一遍",[45,2033,2034],{},"自带 API Key，新手要先准备至少一家 provider",[45,2036,2037],{},"~22MB+ 二进制 + Go runtime + SQLite，比 aider 重",[45,2039,2040],{},"仅 TUI，没 IDE 插件 \u002F web UI",[45,2042,2043],{},"160+ releases 节奏快，breaking change 偶发",[45,2045,2046],{},"中文 prompt 效果取决于底层模型，UI 文档英文为主",[45,2048,2049,2050,2053],{},"多模型 routing 默认策略可能不省钱，手动配 ",[210,2051,2052],{},"crush.json"," 更精细",[45,2055,2056],{},"Windows 原生 PowerShell 偶有渲染问题，WSL 体验更好",[27,2058,1421],{"id":1421},[203,2060,2062],{"className":205,"code":2061,"language":207,"meta":208,"style":208},"# macOS\nbrew install charmbracelet\u002Ftap\u002Fcrush\n\n# 跨平台 NPM\nnpm install -g @charmland\u002Fcrush\n\n# Go 直装\ngo install github.com\u002Fcharmbracelet\u002Fcrush@latest\n\n# 配置 API Key（任选）\nexport ANTHROPIC_API_KEY=\"sk-ant-...\"\nexport OPENAI_API_KEY=\"sk-...\"\n\n# 启动\ncrush\n\n# Ctrl+P → Switch Model 切换；Ctrl+S 切 session；输入 \u002Fhelp 看命令\n",[210,2063,2064,2069,2079,2083,2088,2101,2105,2110,2120,2124,2129,2143,2155,2159,2165,2171,2176],{"__ignoreMap":208},[213,2065,2066],{"class":215,"line":216},[213,2067,2068],{"class":266},"# macOS\n",[213,2070,2071,2074,2076],{"class":215,"line":230},[213,2072,2073],{"class":219},"brew",[213,2075,247],{"class":223},[213,2077,2078],{"class":223}," charmbracelet\u002Ftap\u002Fcrush\n",[213,2080,2081],{"class":215,"line":256},[213,2082,260],{"emptyLinePlaceholder":259},[213,2084,2085],{"class":215,"line":263},[213,2086,2087],{"class":266},"# 跨平台 NPM\n",[213,2089,2090,2093,2095,2098],{"class":215,"line":270},[213,2091,2092],{"class":219},"npm",[213,2094,247],{"class":223},[213,2096,2097],{"class":233}," -g",[213,2099,2100],{"class":223}," @charmland\u002Fcrush\n",[213,2102,2103],{"class":215,"line":282},[213,2104,260],{"emptyLinePlaceholder":259},[213,2106,2107],{"class":215,"line":5},[213,2108,2109],{"class":266},"# Go 直装\n",[213,2111,2112,2115,2117],{"class":215,"line":8},[213,2113,2114],{"class":219},"go",[213,2116,247],{"class":223},[213,2118,2119],{"class":223}," github.com\u002Fcharmbracelet\u002Fcrush@latest\n",[213,2121,2122],{"class":215,"line":325},[213,2123,260],{"emptyLinePlaceholder":259},[213,2125,2126],{"class":215,"line":7},[213,2127,2128],{"class":266},"# 配置 API Key（任选）\n",[213,2130,2131,2134,2137,2140],{"class":215,"line":335},[213,2132,2133],{"class":310},"export",[213,2135,2136],{"class":240}," ANTHROPIC_API_KEY",[213,2138,2139],{"class":310},"=",[213,2141,2142],{"class":223},"\"sk-ant-...\"\n",[213,2144,2145,2147,2150,2152],{"class":215,"line":347},[213,2146,2133],{"class":310},[213,2148,2149],{"class":240}," OPENAI_API_KEY",[213,2151,2139],{"class":310},[213,2153,2154],{"class":223},"\"sk-...\"\n",[213,2156,2157],{"class":215,"line":358},[213,2158,260],{"emptyLinePlaceholder":259},[213,2160,2162],{"class":215,"line":2161},14,[213,2163,2164],{"class":266},"# 启动\n",[213,2166,2168],{"class":215,"line":2167},15,[213,2169,2170],{"class":219},"crush\n",[213,2172,2174],{"class":215,"line":2173},16,[213,2175,260],{"emptyLinePlaceholder":259},[213,2177,2179],{"class":215,"line":2178},17,[213,2180,2181],{"class":266},"# Ctrl+P → Switch Model 切换；Ctrl+S 切 session；输入 \u002Fhelp 看命令\n",[32,2183,2184,2186],{},[210,2185,2052],{}," 加 Z.AI GLM Coding Plan 自定义 provider：",[203,2188,2190],{"className":1442,"code":2189,"language":1444,"meta":208,"style":208},"{\n  \"providers\": {\n    \"zai\": {\n      \"id\": \"zai\",\n      \"name\": \"ZAI Provider\",\n      \"base_url\": \"https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4\",\n      \"api_key\": \"your_api_key\"\n    }\n  }\n}\n",[210,2191,2192,2196,2203,2210,2222,2234,2246,2256,2260,2264],{"__ignoreMap":208},[213,2193,2194],{"class":215,"line":216},[213,2195,1451],{"class":240},[213,2197,2198,2201],{"class":215,"line":230},[213,2199,2200],{"class":233},"  \"providers\"",[213,2202,1459],{"class":240},[213,2204,2205,2208],{"class":215,"line":256},[213,2206,2207],{"class":233},"    \"zai\"",[213,2209,1459],{"class":240},[213,2211,2212,2215,2217,2220],{"class":215,"line":263},[213,2213,2214],{"class":233},"      \"id\"",[213,2216,1474],{"class":240},[213,2218,2219],{"class":223},"\"zai\"",[213,2221,1480],{"class":240},[213,2223,2224,2227,2229,2232],{"class":215,"line":270},[213,2225,2226],{"class":233},"      \"name\"",[213,2228,1474],{"class":240},[213,2230,2231],{"class":223},"\"ZAI Provider\"",[213,2233,1480],{"class":240},[213,2235,2236,2239,2241,2244],{"class":215,"line":282},[213,2237,2238],{"class":233},"      \"base_url\"",[213,2240,1474],{"class":240},[213,2242,2243],{"class":223},"\"https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4\"",[213,2245,1480],{"class":240},[213,2247,2248,2251,2253],{"class":215,"line":5},[213,2249,2250],{"class":233},"      \"api_key\"",[213,2252,1474],{"class":240},[213,2254,2255],{"class":223},"\"your_api_key\"\n",[213,2257,2258],{"class":215,"line":8},[213,2259,1510],{"class":240},[213,2261,2262],{"class":215,"line":325},[213,2263,1515],{"class":240},[213,2265,2266],{"class":215,"line":7},[213,2267,1520],{"class":240},[27,2269,367],{"id":367},[369,2271,2272,2289],{},[372,2273,2274],{},[375,2275,2276,2278,2280,2283,2286],{},[378,2277,380],{},[378,2279,1887],{},[378,2281,2282],{},"Claude Code",[378,2284,2285],{},"Aider",[378,2287,2288],{},"Codex CLI",[393,2290,2291,2308,2325,2338,2352,2367,2379,2394,2408,2423],{},[375,2292,2293,2296,2299,2302,2305],{},[398,2294,2295],{},"TUI 颜值",[398,2297,2298],{},"✅ 顶级",[398,2300,2301],{},"✅ 良好",[398,2303,2304],{},"文本朴素",[398,2306,2307],{},"一般",[375,2309,2310,2313,2316,2319,2322],{},[398,2311,2312],{},"多模型切换",[398,2314,2315],{},"✅ mid-session",[398,2317,2318],{},"Claude only",[398,2320,2321],{},"✅ 任意",[398,2323,2324],{},"OpenAI only",[375,2326,2327,2330,2332,2334,2336],{},[398,2328,2329],{},"LSP",[398,2331,1585],{},[398,2333,440],{},[398,2335,440],{},[398,2337,440],{},[375,2339,2340,2343,2346,2348,2350],{},[398,2341,2342],{},"MCP",[398,2344,2345],{},"✅ 全 transport",[398,2347,2345],{},[398,2349,440],{},[398,2351,443],{},[375,2353,2354,2357,2360,2363,2365],{},[398,2355,2356],{},"Skills",[398,2358,2359],{},"✅ 标准",[398,2361,2362],{},"✅ Skills 体系",[398,2364,440],{},[398,2366,440],{},[375,2368,2369,2371,2373,2375,2377],{},[398,2370,1940],{},[398,2372,1585],{},[398,2374,1585],{},[398,2376,440],{},[398,2378,440],{},[375,2380,2381,2384,2387,2389,2392],{},[398,2382,2383],{},"协议",[398,2385,2386],{},"FSL-1.1-MIT",[398,2388,423],{},[398,2390,2391],{},"Apache 2.0",[398,2393,423],{},[375,2395,2396,2398,2401,2403,2406],{},[398,2397,400],{},[398,2399,2400],{},"极广",[398,2402,409],{},[398,2404,2405],{},"全平台",[398,2407,409],{},[375,2409,2410,2412,2415,2418,2420],{},[398,2411,1637],{},[398,2413,2414],{},"$0 + API 费",[398,2416,2417],{},"API 费 \u002F Pro",[398,2419,2414],{},[398,2421,2422],{},"API 费 \u002F Plus",[375,2424,2425,2427,2430,2433,2436],{},[398,2426,509],{},[398,2428,2429],{},"终端 + 多模型 + Power user",[398,2431,2432],{},"Anthropic 生态",[398,2434,2435],{},"Git refactor",[398,2437,2438],{},"OpenAI 生态",[27,2440,524],{"id":524},[42,2442,2443,2449,2461,2467,2473,2479,2485,2491,2497],{},[45,2444,2445,2448],{},[48,2446,2447],{},"FSL 协议商业审查","：商业竞品场景前法务过一遍，2 年后转 MIT",[45,2450,2451,2454,2455,2458,2459],{},[48,2452,2453],{},"API Key 管理","：用 ",[210,2456,2457],{},"pass"," \u002F 1Password CLI \u002F direnv，不硬编码 ",[210,2460,2052],{},[45,2462,2463,2466],{},[48,2464,2465],{},"breaking change 跟进","：160+ releases 节奏快，pin 版本到 stable",[45,2468,2469,2472],{},[48,2470,2471],{},"LSP 启动慢","：大项目首次启动数秒，正常现象",[45,2474,2475,2478],{},[48,2476,2477],{},"Ollama 本地优先","：日常简单任务跑 7B，复杂任务再切云",[45,2480,2481,2484],{},[48,2482,2483],{},"Windows 用 WSL","：原生 PowerShell 有 ANSI 渲染坑",[45,2486,2487,2490],{},[48,2488,2489],{},"AGENTS.md 写好","：项目 context 决定 80% 体验，按官方模板写",[45,2492,2493,2496],{},[48,2494,2495],{},"session 切换勤快点","：不同任务开不同 session，history 干净",[45,2498,2499,2502],{},[48,2500,2501],{},"MCP server 信任评估","：装新 MCP 前看 source \u002F 权限",[27,2504,578],{"id":577},[42,2506,2507,2510,2513,2516,2519,2522,2525,2528],{},[45,2508,2509],{},"✅ 终端主力 \u002F SSH 远程开发",[45,2511,2512],{},"✅ 多模型用户（Claude + GPT + Gemini + Ollama 一起用）",[45,2514,2515],{},"✅ Go \u002F Rust \u002F TS \u002F Python 大型项目（LSP 加成大）",[45,2517,2518],{},"✅ 不想被单一 vendor 绑定",[45,2520,2521],{},"❌ 纯 GUI \u002F IDE 党",[45,2523,2524],{},"❌ 要 Anthropic 官方 Skills 体系（用 Claude Code）",[45,2526,2527],{},"❌ 要 OpenAI 桌面深度（用 Codex）",[45,2529,2530],{},"❌ 商业竞品 \u002F 法务严格场景（FSL 协议要审）",[27,2532,607],{"id":607},[42,2534,2535,2540,2545],{},[45,2536,2537],{},[613,2538,2539],{"href":1891},"Claude Code 评测",[45,2541,2542],{},[613,2543,2544],{"href":1894},"Aider 评测",[45,2546,2547],{},[613,2548,2549],{"href":1897},"Codex 评测",[27,2551,628],{"id":628},[630,2553,2554,2561,2568,2575],{},[45,2555,2556,2557],{},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases \u002F FSL-1.1-MIT）",[613,2558,2559],{"href":2559,"rel":2560},"https:\u002F\u002Fgithub.com\u002Fcharmbracelet\u002Fcrush",[639],[45,2562,2563,2564],{},"Artificialus — Crush 评测 2026 ",[613,2565,2566],{"href":2566,"rel":2567},"https:\u002F\u002Fartificialus.com\u002Fagents\u002Fcrush",[639],[45,2569,2570,2571],{},"Typevar — Crush 入门 + 安装 ",[613,2572,2573],{"href":2573,"rel":2574},"https:\u002F\u002Ftypevar.dev\u002Farticles\u002Fcharmbracelet\u002Fcrush",[639],[45,2576,2577,2578],{},"Z.AI Devpack — Crush + GLM Coding Plan 集成 ",[613,2579,2580],{"href":2580,"rel":2581},"https:\u002F\u002Fdocs.z.ai\u002Fdevpack\u002Ftool\u002Fcrush",[639],[662,2583,2584],{},"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 .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}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: 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":208,"searchDepth":256,"depth":256,"links":2586},[2587,2588,2589,2590,2591,2592,2593,2594,2595,2596],{"id":29,"depth":230,"text":30},{"id":40,"depth":230,"text":40},{"id":114,"depth":230,"text":114},{"id":1994,"depth":230,"text":1995},{"id":1421,"depth":230,"text":1421},{"id":367,"depth":230,"text":367},{"id":524,"depth":230,"text":524},{"id":577,"depth":230,"text":578},{"id":607,"depth":230,"text":607},{"id":628,"depth":230,"text":628},"\u002Fimg\u002Ftools\u002Fcrush.webp","Crush 真实评测：Charmbracelet 2025-07 发布的 Go 编写终端 TUI AI agent。GitHub 24,700+ stars \u002F 160+ releases。多模型 session 内切换（Anthropic \u002F OpenAI \u002F Gemini \u002F Bedrock \u002F Groq \u002F OpenRouter \u002F Ollama \u002F LM Studio 等数十家）+ LSP 集成 + MCP（stdio\u002FHTTP\u002FSSE）+ Agent Skills 标准 + SQLite session 持久化 + AGENTS.md 项目上下文。FSL-1.1-MIT 协议（2 年后转 MIT）。Windows PowerShell + WSL + macOS + Linux + FreeBSD + Android 全平台。",[2600,2603,2606,2609],{"q":2601,"a":2602},"Crush 和 Claude Code \u002F Aider \u002F Codex 怎么选？","Crush 强在『终端原生 TUI 颜值 + 多模型 mid-session 切换 + LSP + 跨平台二进制 + 不绑特定模型』；Claude Code 强在『Anthropic 官方 + Skills 生态 + computer use』；Aider 强在『Git 集成 + 多文件 refactor + 模型成本最优』；Codex 强在『OpenAI 官方 + 桌面集成 + Mac 体验最佳』。要终端 + 多模型 + LSP 体验 → Crush；要 Claude 全家桶 → Claude Code；要 Git refactor → Aider；要 OpenAI + macOS → Codex。",{"q":2604,"a":2605},"FSL-1.1-MIT 是什么协议？","Functional Source License 1.1：禁止商业竞品场景使用，2 年后自动转为 MIT 完全开放。对个人 \u002F 内部使用 \u002F 学习无影响，企业级商业竞品要看条款。社区有声音质疑这不是『OSI 标准开源』，使用前企业法务建议过一下。",{"q":2607,"a":2608},"用什么模型最划算？","Crush 不绑定模型，常见组合：Anthropic Claude Sonnet（日常 coding，性价比平衡）+ GPT-5.x（推理重任务）+ Gemini Flash（速度优先）+ Ollama \u002F LM Studio（本地 free）+ Z.AI GLM Coding Plan（中文 + 价格低）。多账户 + OpenRouter 中转管理最方便。",{"q":2610,"a":2611},"配置文件在哪？","macOS\u002FLinux：~\u002F.config\u002Fcrush\u002Fcrush.json；Windows：%USERPROFILE%\\.config\\crush\\crush.json。可加自定义 provider（如 Z.AI Coding Plan 用 https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4）+ MCP server + Skills 配置。",[697],{},[1832,1834,1833,2615,2616,2617,702],"freebsd","openbsd","netbsd",[2619],{"plan":1328,"price":707,"features":2620,"notes":2621},"FSL-1.1-MIT 开源（2 年后转 MIT）+ 多模型 + LSP + MCP + Skills + 全平台二进制","用户自带 LLM API Key","免费开源（FSL-1.1-MIT，2 年后转 MIT）\u002F 用户自带 LLM API Key",[2624],{"name":2625,"url":2626},"终端 AI Agent 工作流","\u002Fplaybook\u002Fonboarding\u002Fterminal-ai-agent-workflow",{"power":270,"ux":270,"price":270,"cn_support":256,"stability":263},{"title":1887,"description":2598},"agent\u002Fdesktop\u002Fcrush",[2631,2633,2635,2637],{"name":2632,"url":2559,"accessed":731},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases）",{"name":2634,"url":2566,"accessed":731},"Artificialus — Crush 评测（功能 \u002F 协议 \u002F 平台覆盖）",{"name":2636,"url":2573,"accessed":731},"Typevar — Crush 入门 + 使用场景",{"name":2638,"url":2580,"accessed":731},"Z.AI Devpack — Crush + GLM Coding Plan","tools\u002Fagent\u002Fdesktop\u002Fcrush","Charmbracelet 出品的终端 AI 编程 agent——多模型切换 + LSP + MCP + Agent Skills 标准",[2642,2643,2644,2645,1878,744,2646],"terminal-agent","tui","multi-model","lsp","charmbracelet","终端原生 AI agent 的标杆——TUI 颜值 + 多模型切换 + LSP + MCP + Skills 全栈。终端控 \u002F 远程开发 \u002F SSH 工作流首选。GUI \u002F IDE 党仍建议 Cursor \u002F Claude Code。","MBqz-2b1y9eFS2Xuu_IuQcT0Cw2WeLFRXsW9q48cbZk",{"id":2650,"title":388,"alternatives":2651,"api_compatible":22,"body":2655,"category":677,"chinese_friendly":263,"cover":3322,"description":3323,"domestic":680,"extension":681,"faq":3324,"free":680,"github":22,"languages":3336,"meta":3337,"models":22,"navigation":259,"notSuitable":22,"opensource":259,"path":18,"pillar":700,"platforms":3338,"priceTable":3340,"pricing":3344,"published":720,"relatedPlaybooks":3345,"relatedReviews":22,"score":3349,"self_host":259,"seo":3350,"slug":3351,"sources":3352,"stem":3361,"suitable":22,"tagline":3362,"tags":3363,"updated":731,"verdict":3369,"website":3370,"__hash__":3371},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw.md",[2652,2653,2654],{"name":14,"url":15},{"name":1236,"url":699},{"name":1238,"url":1239},{"type":24,"value":2656,"toc":3310},[2657,2659,2662,2665,2667,2735,2737,2751,2755,2759,2782,2786,2812,2814,2967,2970,3002,3004,3167,3169,3231,3233,3259,3261,3275,3277,3307],[27,2658,30],{"id":29},[32,2660,2661],{},"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。",[32,2663,2664],{},"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。",[27,2666,40],{"id":40},[42,2668,2669,2675,2681,2687,2693,2699,2705,2711,2717,2723,2729],{},[45,2670,2671,2674],{},[48,2672,2673],{},"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",[45,2676,2677,2680],{},[48,2678,2679],{},"Skills 插件系统","：YAML 描述 + 一键安装 + ClawHub 5400+ 社区市场",[45,2682,2683,2686],{},[48,2684,2685],{},"多 Agent 隔离","：work \u002F personal \u002F test 角色独立记忆 + 任务",[45,2688,2689,2692],{},[48,2690,2691],{},"30 分钟 Heartbeat","：真正 7×24 主动运行",[45,2694,2695,2698],{},[48,2696,2697],{},"Cron 调度","：自然语言生成定时任务，无需写 Cron 表达式",[45,2700,2701,2704],{},[48,2702,2703],{},"本地长期记忆","：~\u002F.openclaw\u002Fmemory\u002Flong-term.json",[45,2706,2707,2710],{},[48,2708,2709],{},"沙箱权限模式","：区分敏感操作权限，避免误操作",[45,2712,2713,2716],{},[48,2714,2715],{},"多 LLM provider","：GPT \u002F Claude \u002F Gemini \u002F 本地 Ollama \u002F Z.AI \u002F OpenRouter",[45,2718,2719,2722],{},[48,2720,2721],{},"MCP 兼容","：可调用 MCP server",[45,2724,2725,2728],{},[48,2726,2727],{},"Web Control UI","：浏览器仪表盘（chat \u002F config \u002F sessions \u002F nodes）",[45,2730,2731,2734],{},[48,2732,2733],{},"macOS app + iOS \u002F Android 移动 node","：跨设备触发",[27,2736,114],{"id":114},[42,2738,2739,2745,2748],{},[45,2740,2741,2744],{},[48,2742,2743],{},"Self-host OSS","：$0；MIT 完全开放",[45,2746,2747],{},"真实成本 = LLM API（GPT \u002F Claude 走 API 计费）或 $0（本地 Ollama）",[45,2749,2750],{},"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",[27,2752,2754],{"id":2753},"实测个人-724-监控告警-简报","实测（个人 7×24 + 监控告警 + 简报）",[32,2756,2757],{},[48,2758,149],{},[42,2760,2761,2764,2767,2770,2773,2776,2779],{},[45,2762,2763],{},"IM 一句话支使 AI 体验是真『未来感』，离开电脑也能干活",[45,2765,2766],{},"Heartbeat 让定时任务 + 监控钩子真正后台运行，不靠操作系统 Cron",[45,2768,2769],{},"ClawHub 5400+ Skills 覆盖几乎所有日常需求",[45,2771,2772],{},"多 Agent 隔离让工作 \u002F 生活 prompt 不串",[45,2774,2775],{},"本地 Ollama 路径让数据 + 隐私完全自主",[45,2777,2778],{},"微信 \u002F 钉钉 \u002F 飞书 plugin 让国内用户无网络 \u002F 支付门槛",[45,2780,2781],{},"MIT 协议 + 社区驱动，企业内部部署合规友好",[32,2783,2784],{},[48,2785,174],{},[42,2787,2788,2791,2794,2797,2800,2803,2806,2809],{},[45,2789,2790],{},"Node 24 推荐 \u002F 22 LTS 兜底，Node 18 已经勉强（最新 Skill 偶有兼容问题）",[45,2792,2793],{},"Skill 质量参差，社区 5400+ 里要挑信任作者",[45,2795,2796],{},"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",[45,2798,2799],{},"多 Agent 隔离的 memory 文件可能膨胀，要定期清理",[45,2801,2802],{},"Heartbeat 频繁触发 LLM 调用会推高 API 费用，预算控制要配 budget cap",[45,2804,2805],{},"Web Control UI 在大量 session 下渲染偏慢",[45,2807,2808],{},"沙箱模式默认权限保守，复杂自动化要手动放权",[45,2810,2811],{},"Windows 纯生兼容差，建议 WSL2 \u002F Docker 路径",[27,2813,1421],{"id":1421},[203,2815,2817],{"className":205,"code":2816,"language":207,"meta":208,"style":208},"# 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",[210,2818,2819,2824,2835,2842,2846,2851,2870,2880,2885,2889,2894,2903,2924,2928,2933,2940,2944,2948,2956],{"__ignoreMap":208},[213,2820,2821],{"class":215,"line":216},[213,2822,2823],{"class":266},"# 方法一：NPM\n",[213,2825,2826,2828,2830,2832],{"class":215,"line":230},[213,2827,2092],{"class":219},[213,2829,247],{"class":223},[213,2831,2097],{"class":233},[213,2833,2834],{"class":223}," openclaw\n",[213,2836,2837,2839],{"class":215,"line":256},[213,2838,17],{"class":219},[213,2840,2841],{"class":233}," --version\n",[213,2843,2844],{"class":215,"line":263},[213,2845,260],{"emptyLinePlaceholder":259},[213,2847,2848],{"class":215,"line":270},[213,2849,2850],{"class":266},"# 方法二：Docker\n",[213,2852,2853,2856,2859,2862,2865,2868],{"class":215,"line":282},[213,2854,2855],{"class":219},"docker",[213,2857,2858],{"class":223}," run",[213,2860,2861],{"class":233}," -d",[213,2863,2864],{"class":233}," --name",[213,2866,2867],{"class":223}," openclaw",[213,2869,344],{"class":233},[213,2871,2872,2875,2878],{"class":215,"line":5},[213,2873,2874],{"class":233},"  -v",[213,2876,2877],{"class":223}," ~\u002F.openclaw:\u002Froot\u002F.openclaw",[213,2879,344],{"class":233},[213,2881,2882],{"class":215,"line":8},[213,2883,2884],{"class":223},"  openclaw\u002Fopenclaw:latest\n",[213,2886,2887],{"class":215,"line":325},[213,2888,260],{"emptyLinePlaceholder":259},[213,2890,2891],{"class":215,"line":7},[213,2892,2893],{"class":266},"# 方法三：源码\n",[213,2895,2896,2898,2900],{"class":215,"line":335},[213,2897,220],{"class":219},[213,2899,224],{"class":223},[213,2901,2902],{"class":223}," https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\n",[213,2904,2905,2907,2909,2911,2913,2915,2917,2919,2921],{"class":215,"line":347},[213,2906,234],{"class":233},[213,2908,2867],{"class":223},[213,2910,241],{"class":240},[213,2912,2092],{"class":219},[213,2914,247],{"class":223},[213,2916,241],{"class":240},[213,2918,2092],{"class":219},[213,2920,2858],{"class":223},[213,2922,2923],{"class":223}," start\n",[213,2925,2926],{"class":215,"line":358},[213,2927,260],{"emptyLinePlaceholder":259},[213,2929,2930],{"class":215,"line":2161},[213,2931,2932],{"class":266},"# 引导配置（model \u002F channel \u002F 权限）\n",[213,2934,2935,2937],{"class":215,"line":2167},[213,2936,17],{"class":219},[213,2938,2939],{"class":223}," onboard\n",[213,2941,2942],{"class":215,"line":2173},[213,2943,260],{"emptyLinePlaceholder":259},[213,2945,2946],{"class":215,"line":2178},[213,2947,2164],{"class":266},[213,2949,2951,2953],{"class":215,"line":2950},18,[213,2952,17],{"class":219},[213,2954,2955],{"class":266},"                 # CLI\n",[213,2957,2959,2961,2964],{"class":215,"line":2958},19,[213,2960,17],{"class":219},[213,2962,2963],{"class":223}," dashboard",[213,2965,2966],{"class":266},"       # Web UI\n",[32,2968,2969],{},"配本地免费 Ollama：",[203,2971,2973],{"className":205,"code":2972,"language":207,"meta":208,"style":208},"ollama pull llama3\nopenclaw config set ai.provider \"ollama\"\n",[210,2974,2975,2986],{"__ignoreMap":208},[213,2976,2977,2980,2983],{"class":215,"line":216},[213,2978,2979],{"class":219},"ollama",[213,2981,2982],{"class":223}," pull",[213,2984,2985],{"class":223}," llama3\n",[213,2987,2988,2990,2993,2996,2999],{"class":215,"line":230},[213,2989,17],{"class":219},[213,2991,2992],{"class":223}," config",[213,2994,2995],{"class":223}," set",[213,2997,2998],{"class":223}," ai.provider",[213,3000,3001],{"class":223}," \"ollama\"\n",[27,3003,367],{"id":367},[369,3005,3006,3020],{},[372,3007,3008],{},[375,3009,3010,3012,3014,3016,3018],{},[378,3011,380],{},[378,3013,388],{},[378,3015,385],{},[378,3017,11],{},[378,3019,1887],{},[393,3021,3022,3039,3053,3067,3083,3096,3108,3123,3138,3152],{},[375,3023,3024,3027,3030,3033,3036],{},[398,3025,3026],{},"形态",[398,3028,3029],{},"IM 网关 + 多 Agent 自治",[398,3031,3032],{},"桌面客户端 + MCP",[398,3034,3035],{},"Phone\u002FWeb GUI agent",[398,3037,3038],{},"终端 TUI agent",[375,3040,3041,3044,3047,3049,3051],{},[398,3042,3043],{},"7×24 Heartbeat",[398,3045,3046],{},"✅ 30 分钟",[398,3048,440],{},[398,3050,440],{},[398,3052,440],{},[375,3054,3055,3058,3061,3063,3065],{},[398,3056,3057],{},"多 IM 渠道",[398,3059,3060],{},"✅ 20+",[398,3062,440],{},[398,3064,440],{},[398,3066,440],{},[375,3068,3069,3072,3075,3078,3080],{},[398,3070,3071],{},"Skills 市场",[398,3073,3074],{},"✅ ClawHub 5400+",[398,3076,3077],{},"✅ MCP Connectors",[398,3079,440],{},[398,3081,3082],{},"✅ Agent Skills 标准",[375,3084,3085,3087,3089,3091,3093],{},[398,3086,2685],{},[398,3088,1585],{},[398,3090,1282],{},[398,3092,440],{},[398,3094,3095],{},"session",[375,3097,3098,3100,3102,3104,3106],{},[398,3099,417],{},[398,3101,426],{},[398,3103,423],{},[398,3105,420],{},[398,3107,2386],{},[375,3109,3110,3113,3116,3118,3121],{},[398,3111,3112],{},"本地 LLM",[398,3114,3115],{},"✅ Ollama 友好",[398,3117,440],{},[398,3119,3120],{},"✅ 9B 自模型",[398,3122,1585],{},[375,3124,3125,3128,3131,3134,3136],{},[398,3126,3127],{},"中国大陆友好",[398,3129,3130],{},"✅ 完全",[398,3132,3133],{},"❌ 支付",[398,3135,1585],{},[398,3137,1575],{},[375,3139,3140,3142,3144,3147,3149],{},[398,3141,1637],{},[398,3143,707],{},[398,3145,3146],{},"$20\u002F月 +",[398,3148,707],{},[398,3150,3151],{},"$0 + API",[375,3153,3154,3156,3159,3161,3164],{},[398,3155,509],{},[398,3157,3158],{},"7×24 IM 触发个人 agent",[398,3160,515],{},[398,3162,3163],{},"Phone GUI",[398,3165,3166],{},"终端 power user",[27,3168,524],{"id":524},[42,3170,3171,3177,3183,3189,3195,3201,3207,3213,3219,3225],{},[45,3172,3173,3176],{},[48,3174,3175],{},"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",[45,3178,3179,3182],{},[48,3180,3181],{},"API 预算控制","：Heartbeat + 多 Agent 会放大 LLM 费用，配 budget cap 或本地 Ollama",[45,3184,3185,3188],{},[48,3186,3187],{},"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",[45,3190,3191,3194],{},[48,3192,3193],{},"memory 膨胀","：长期记忆 JSON 文件定期归档 \u002F 清理",[45,3196,3197,3200],{},[48,3198,3199],{},"Node 版本","：Node 24 推荐，Node 18 部分新 Skill 不兼容",[45,3202,3203,3206],{},[48,3204,3205],{},"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",[45,3208,3209,3212],{},[48,3210,3211],{},"数据备份","：~\u002F.openclaw 含所有记忆 + 配置，定期备份",[45,3214,3215,3218],{},[48,3216,3217],{},"Windows 走 WSL2","：原生 Windows 兼容差",[45,3220,3221,3224],{},[48,3222,3223],{},"MCP 复用","：内部 MCP server 可直接调用，不要重复造轮",[45,3226,3227,3230],{},[48,3228,3229],{},"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",[27,3232,578],{"id":577},[42,3234,3235,3238,3241,3244,3247,3250,3253,3256],{},[45,3236,3237],{},"✅ 想从 IM 一句话支使 AI 7×24 干活的 power user",[45,3239,3240],{},"✅ 监控 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘 \u002F 智能家居",[45,3242,3243],{},"✅ 数据隐私敏感 + 自托管刚需",[45,3245,3246],{},"✅ 中国大陆用户走本地 Ollama 全免费",[45,3248,3249],{},"❌ 纯 GUI \u002F 桌面交互党（用 Claude Desktop）",[45,3251,3252],{},"❌ 不会折腾 Node \u002F Docker \u002F WSL",[45,3254,3255],{},"❌ 要一键就跑的非技术用户",[45,3257,3258],{},"❌ 高强度多 Agent 同时跑 + 预算极紧（API 费会膨胀）",[27,3260,607],{"id":607},[42,3262,3263,3267,3271],{},[45,3264,3265],{},[613,3266,615],{"href":15},[45,3268,3269],{},[613,3270,1760],{"href":699},[45,3272,3273],{},[613,3274,1765],{"href":1239},[27,3276,628],{"id":628},[630,3278,3279,3286,3293,3300],{},[45,3280,3281,3282],{},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 渠道 \u002F Heartbeat）",[613,3283,3284],{"href":3284,"rel":3285},"https:\u002F\u002Fdocs.openclaw.ai\u002F",[639],[45,3287,3288,3289],{},"技术栈 — OpenClaw 2026 实战指南 ",[613,3290,3291],{"href":3291,"rel":3292},"https:\u002F\u002Fjishuzhan.net\u002Farticle\u002F2058753885218062337",[639],[45,3294,3295,3296],{},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat \u002F 多 Agent）",[613,3297,3298],{"href":3298,"rel":3299},"https:\u002F\u002Fblog.csdn.net\u002Fweixin_58240054\u002Farticle\u002Fdetails\u002F161197395",[639],[45,3301,3302,3303],{},"腾讯云 — OpenClaw 爆火 + Computer Use Agent 分析 ",[613,3304,3305],{"href":3305,"rel":3306},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2637863",[639],[662,3308,3309],{},"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: 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":208,"searchDepth":256,"depth":256,"links":3311},[3312,3313,3314,3315,3316,3317,3318,3319,3320,3321],{"id":29,"depth":230,"text":30},{"id":40,"depth":230,"text":40},{"id":114,"depth":230,"text":114},{"id":2753,"depth":230,"text":2754},{"id":1421,"depth":230,"text":1421},{"id":367,"depth":230,"text":367},{"id":524,"depth":230,"text":524},{"id":577,"depth":230,"text":578},{"id":607,"depth":230,"text":607},{"id":628,"depth":230,"text":628},"\u002Fimg\u002Ftools\u002Fopenclaw.webp","OpenClaw 真实评测：原名 Clawdbot \u002F Moltbot，Peter Steinberger 2025 末创建，2026-02 移交开源基金会。60 天 28-35.5 万 GitHub stars，超 React 历史速度。MIT 协议自托管 Gateway 连接 Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F Microsoft Teams \u002F Zalo 等 20+ IM 平台。Heartbeat 30 分钟主动触发 + Cron + Skills（ClawHub 5400+）+ 多 Agent 隔离 + 本地长期记忆。Node 24（推荐）或 22 LTS。",[3325,3328,3331,3334],{"q":3326,"a":3327},"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":3329,"a":3330},"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":3332,"a":3333},"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":1823,"a":3335},"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。",[697,696,1829],{},[1832,1834,3339,2855],"windows-wsl",[3341],{"plan":2743,"price":707,"features":3342,"notes":3343},"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）",[3346],{"name":3347,"url":3348},"搭建个人 7x24 AI Agent","\u002Fplaybook\u002Fonboarding\u002Fpersonal-247-ai-agent",{"power":270,"ux":263,"price":270,"cn_support":263,"stability":263},{"title":388,"description":3323},"agent\u002Fdesktop\u002Fopenclaw",[3353,3355,3357,3359],{"name":3354,"url":3284,"accessed":731},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 多渠道）",{"name":3356,"url":3291,"accessed":731},"技术栈 — OpenClaw 2026 实战指南",{"name":3358,"url":3298,"accessed":731},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat）",{"name":3360,"url":3305,"accessed":731},"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",[744,3364,3365,1878,3366,3367,3368,17],"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","44nqEv_CBMUBt9TZcBUdQuLkcDI69Y7GH1xir5o3o94",[],1782316490341]