[{"data":1,"prerenderedAt":3364},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"tool-tools\u002Fagent\u002Fdesktop\u002Fclaude-desktop":9,"tool-stats-agent\u002Fdesktop\u002Fclaude-desktop":733,"cat-rank-agent-desktop":736,"tool-related-agent\u002Fdesktop\u002Fclaude-desktop":3363},{"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":650,"chinese_friendly":268,"cover":651,"description":652,"domestic":653,"extension":654,"faq":655,"free":653,"github":22,"languages":668,"meta":672,"models":22,"navigation":673,"notSuitable":22,"opensource":653,"path":674,"pillar":675,"platforms":676,"priceTable":680,"pricing":703,"published":704,"relatedPlaybooks":705,"relatedReviews":22,"score":709,"self_host":653,"seo":710,"slug":711,"sources":712,"stem":722,"suitable":22,"tagline":723,"tags":724,"updated":715,"verdict":730,"website":731,"__hash__":732},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop.md","Claude Desktop",[13,16,19],{"name":14,"url":15},"openclaw","\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw",{"name":17,"url":18},"autoglm","\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm",{"name":20,"url":21},"crush","\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush",null,{"type":24,"value":25,"toc":638},"minimark",[26,31,35,38,41,112,115,152,158,162,167,187,192,215,218,237,332,337,340,491,494,549,553,579,582,600,603,634],[27,28,30],"h2",{"id":29},"tldr","TL;DR",[32,33,34],"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。",[32,36,37],{},"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）。",[27,39,40],{"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",{},"原生 MCP 支持","：stdio \u002F SSE \u002F HTTP transport，工具调用直接进入对话",[45,53,54,57],{},[48,55,56],{},".mcpb Extensions","：一键双击安装，含 Node.js \u002F Python 依赖全打包",[45,59,60,63],{},[48,61,62],{},"Connectors 面板","：+ 菜单浏览 \u002F 启用主流 MCP server",[45,65,66,69],{},[48,67,68],{},"手动 JSON 配置","：Settings → Developer → Edit Config 完全控制",[45,71,72,75],{},[48,73,74],{},"Projects","：跨会话共享 system prompt + 文件 + 知识库",[45,77,78,81],{},[48,79,80],{},"Artifacts","：HTML \u002F React \u002F Markdown 实时预览",[45,83,84,87],{},[48,85,86],{},"多模态","：图片 + PDF + CSV 上传分析",[45,89,90,93],{},[48,91,92],{},"Opus \u002F Sonnet \u002F Haiku 三档","：按任务难度切换",[45,95,96,99],{},[48,97,98],{},"Computer Use（Sonnet 4.6+）","：跨平台桌面操作（API 形式）",[45,101,102,105],{},[48,103,104],{},"Team Projects","：共享 prompt + admin + 用量分配",[45,107,108,111],{},[48,109,110],{},"Enterprise","：SSO + SCIM + 审计 + DLP + 数据保留策略",[27,113,114],{"id":114},"价格",[42,116,117,123,129,135,141,147],{},[45,118,119,122],{},[48,120,121],{},"Free","：$0；基础访问 + MCP 支持",[45,124,125,128],{},[48,126,127],{},"Pro","：$20\u002F月；Opus + Projects + 5x 配额",[45,130,131,134],{},[48,132,133],{},"Max","：$100\u002F月；5x Pro 用量 + 优先速度",[45,136,137,140],{},[48,138,139],{},"Max+","：$200\u002F月；20x Pro 用量",[45,142,143,146],{},[48,144,145],{},"Team","：$30\u002Fuser·月（最少 5 人，年付）",[45,148,149,151],{},[48,150,110],{},"：Custom",[153,154,155],"blockquote",{},[32,156,157],{},"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。",[27,159,161],{"id":160},"实测开发者主力-macos-windows-双开","实测（开发者主力 \u002F macOS \u002F Windows 双开）",[32,163,164],{},[48,165,166],{},"亮点：",[42,168,169,172,175,178,181,184],{},[45,170,171],{},".mcpb 让非工程师用户也能装上 GitHub \u002F filesystem \u002F SQLite 工具",[45,173,174],{},"Opus 推理质量在所有桌面 agent 中最强",[45,176,177],{},"Projects 跨会话保留上下文非常省 token",[45,179,180],{},"MCP 工具调用 + Artifacts 预览同窗体验流畅",[45,182,183],{},"Anthropic 官方更新节奏稳，2026 几乎每月有功能",[45,185,186],{},"Settings → Developer → Edit Config 一键打开配置，路径不再坑用户",[32,188,189],{},[48,190,191],{},"踩坑：",[42,193,194,197,200,203,206,209,212],{},[45,195,196],{},"中国大陆访问 + 支付都受限",[45,198,199],{},"MCP 配置错误的报错很简短，要看 Console \u002F Log",[45,201,202],{},"大文件 \u002F 长上下文偶尔出现 token 计费偏高",[45,204,205],{},"Linux 版本更新偶尔落后 macOS \u002F Windows",[45,207,208],{},".mcpb 包格式更换（.dxt → .mcpb）期间的旧包还在用，命名混乱",[45,210,211],{},"Free 配额限制偏紧，体验完整流程几乎要 Pro",[45,213,214],{},"多账户切换不友好，企业 + 个人共用要登出登入",[27,216,217],{"id":217},"上手",[219,220,221,224,231,234],"ol",{},[45,222,223],{},"claude.ai\u002Fdownload → 下载对应系统客户端 → 安装登录",[45,225,226],{},[42,227,228],{},[45,229,230],{},"菜单 → Connectors → 浏览主流 MCP server（filesystem \u002F GitHub \u002F Slack \u002F Postgres）",[45,232,233],{},"或 Settings → Extensions → 下载 .mcpb 文件 → 双击安装",[45,235,236],{},"或 Settings → Developer → Edit Config → 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\u002FUsers\u002Fyou\u002Fwork\"",[27,338,339],{"id":339},"对比",[341,342,343,364],"table",{},[344,345,346],"thead",{},[347,348,349,353,355,358,361],"tr",{},[350,351,352],"th",{},"维度",[350,354,11],{},[350,356,357],{},"ChatGPT Desktop",[350,359,360],{},"Cursor",[350,362,363],{},"OpenClaw",[365,366,367,385,401,415,431,446,459,474],"tbody",{},[347,368,369,373,376,379,382],{},[370,371,372],"td",{},"原生 MCP",[370,374,375],{},"✅ 旗舰",[370,377,378],{},"部分（GPT Actions）",[370,380,381],{},"部分",[370,383,384],{},"✅ Gateway",[347,386,387,390,393,396,399],{},[370,388,389],{},"一键扩展安装",[370,391,392],{},"✅ .mcpb",[370,394,395],{},"–",[370,397,398],{},"✅ 部分",[370,400,395],{},[347,402,403,406,409,411,413],{},[370,404,405],{},"桌面 \u002F 文件系统",[370,407,408],{},"✅",[370,410,408],{},[370,412,408],{},[370,414,408],{},[347,416,417,420,423,426,429],{},[370,418,419],{},"模型",[370,421,422],{},"Claude（Opus \u002F Sonnet）",[370,424,425],{},"GPT-5.x",[370,427,428],{},"多模型",[370,430,428],{},[347,432,433,436,439,441,443],{},[370,434,435],{},"开源",[370,437,438],{},"❌",[370,440,438],{},[370,442,438],{},[370,444,445],{},"✅ MIT",[347,447,448,451,453,455,457],{},[370,449,450],{},"中国大陆支付",[370,452,438],{},[370,454,438],{},[370,456,438],{},[370,458,408],{},[347,460,461,464,467,469,471],{},[370,462,463],{},"起价",[370,465,466],{},"$20\u002F月",[370,468,466],{},[370,470,466],{},[370,472,473],{},"$0",[347,475,476,479,482,485,488],{},[370,477,478],{},"适合",[370,480,481],{},"MCP 生态 + Claude 派",[370,483,484],{},"OpenAI 派",[370,486,487],{},"代码主力",[370,489,490],{},"自托管 IM 触发",[27,492,493],{"id":493},"避坑",[42,495,496,502,508,514,520,526,532,538,544],{},[45,497,498,501],{},[48,499,500],{},"配置文件路径常错","：用 Settings → Developer → Edit Config 一键打开，不要手输路径",[45,503,504,507],{},[48,505,506],{},"JSON 必须合法","：注释 \u002F 尾逗号会报错，建议 VS Code 校验",[45,509,510,513],{},[48,511,512],{},"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",[45,515,516,519],{},[48,517,518],{},"NPM 依赖卡住","：npx 首次拉包慢，设置代理或预跑一次再用",[45,521,522,525],{},[48,523,524],{},"环境变量隔离","：每个 MCP server 的 env 只对该 server 可见，避免泄露",[45,527,528,531],{},[48,529,530],{},"filesystem 限定路径","：args 里只给必要目录，不要给 \u002F 或整个 home",[45,533,534,537],{},[48,535,536],{},".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",[45,539,540,543],{},[48,541,542],{},"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",[45,545,546,548],{},[48,547,62],{}," 偶有 server 不可用，回退到 JSON 手动配置",[27,550,552],{"id":551},"适合-不适合","适合 \u002F 不适合",[42,554,555,558,561,564,567,570,573,576],{},[45,556,557],{},"✅ Claude Opus \u002F Sonnet 重度用户",[45,559,560],{},"✅ 想打通文件系统 \u002F DB \u002F GitHub \u002F 浏览器自动化的开发者",[45,562,563],{},"✅ 团队协作通过 Team Projects 共享上下文",[45,565,566],{},"✅ MCP 生态早期采用者 \u002F 工具开发者",[45,568,569],{},"❌ 中国大陆企业要正规付费 + 合规",[45,571,572],{},"❌ 纯代码工作流（Cursor \u002F Continue 更顺）",[45,574,575],{},"❌ 预算极紧（Free 配额很快耗尽）",[45,577,578],{},"❌ 要自托管 + 数据完全自主（走 OpenClaw \u002F 自家方案）",[27,580,581],{"id":581},"相关阅读",[42,583,584,590,595],{},[45,585,586],{},[587,588,589],"a",{"href":15},"OpenClaw 评测",[45,591,592],{},[587,593,594],{"href":18},"AutoGLM 评测",[45,596,597],{},[587,598,599],{"href":21},"Crush 评测",[27,601,602],{"id":602},"来源",[219,604,605,613,620,627],{},[45,606,607,608],{},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt 改名 2025-09）",[587,609,610],{"href":610,"rel":611},"https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fdesktop-extensions",[612],"nofollow",[45,614,615,616],{},"Toolradar — Claude Desktop MCP Server Setup 2026（路径 \u002F 配置示例）",[587,617,618],{"href":618,"rel":619},"https:\u002F\u002Ftoolradar.com\u002Fblog\u002Fclaude-desktop-mcp-server-setup",[612],[45,621,622,623],{},"MCP Playground — Complete 2026 Setup Guide ",[587,624,625],{"href":625,"rel":626},"https:\u002F\u002Fmcpplaygroundonline.com\u002Fblog\u002Fhow-to-setup-mcp-claude-desktop",[612],[45,628,629,630],{},"Anthropic — Pricing（Pro $20 \u002F Max $100 \u002F Max+ $200 \u002F Team $30 \u002F Enterprise）",[587,631,632],{"href":632,"rel":633},"https:\u002F\u002Fwww.anthropic.com\u002Fpricing",[612],[635,636,637],"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":243,"searchDepth":268,"depth":268,"links":639},[640,641,642,643,644,645,646,647,648,649],{"id":29,"depth":258,"text":30},{"id":40,"depth":258,"text":40},{"id":114,"depth":258,"text":114},{"id":160,"depth":258,"text":161},{"id":217,"depth":258,"text":217},{"id":339,"depth":258,"text":339},{"id":493,"depth":258,"text":493},{"id":551,"depth":258,"text":552},{"id":581,"depth":258,"text":581},{"id":602,"depth":258,"text":602},"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",[656,659,662,665],{"q":657,"a":658},"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":660,"a":661},".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":663,"a":664},"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":666,"a":667},"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。",[669,670,671],"en","zh","multi",{},true,"\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","agent",[677,678,679],"macos","windows","linux",[681,684,687,691,695,699],{"plan":121,"price":473,"features":682,"notes":683},"基础 Claude Sonnet + MCP 支持 + 有限 message","试水 \u002F 个人轻度",{"plan":127,"price":466,"features":685,"notes":686},"更多 message + Opus 模型 + Projects + 优先速度","个人主力",{"plan":133,"price":688,"features":689,"notes":690},"$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":139,"price":692,"features":693,"notes":694},"$200\u002F月","20x Pro 用量 + research preview 优先","极重度 \u002F Power user",{"plan":145,"price":696,"features":697,"notes":698},"$30\u002Fuser·月","共享 Projects + admin + 用量分配 + 集中计费（最少 5 人）","小团队",{"plan":110,"price":700,"features":701,"notes":702},"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",[706],{"name":707,"url":708},"MCP 工具开发实战","\u002Fplaybook\u002Fonboarding\u002Fmcp-tool-development",{"power":292,"ux":292,"price":268,"cn_support":258,"stability":292},{"title":11,"description":652},"agent\u002Fdesktop\u002Fclaude-desktop",[713,716,718,720],{"name":714,"url":610,"accessed":715},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt）","2026-06-24",{"name":717,"url":618,"accessed":715},"Toolradar — Claude Desktop MCP 设置 2026",{"name":719,"url":625,"accessed":715},"MCP Playground — 完整 2026 配置指南",{"name":721,"url":632,"accessed":715},"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",[725,726,727,728,729],"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",{"ok":673,"slug":734,"viewCount":735,"clickCount":735,"avgRating":735,"ratingCount":735},"agent%2Fdesktop%2Fclaude-desktop",0,[737,1408,1876,2640],{"id":738,"title":739,"alternatives":740,"api_compatible":22,"body":747,"category":650,"chinese_friendly":292,"cover":1346,"description":1347,"domestic":653,"extension":654,"faq":1348,"free":653,"github":22,"languages":1361,"meta":1362,"models":22,"navigation":673,"notSuitable":22,"opensource":673,"path":18,"pillar":675,"platforms":1363,"priceTable":1367,"pricing":1379,"published":704,"relatedPlaybooks":1380,"relatedReviews":22,"score":1384,"self_host":673,"seo":1385,"slug":1386,"sources":1387,"stem":1396,"suitable":22,"tagline":1397,"tags":1398,"updated":715,"verdict":1406,"website":1308,"__hash__":1407},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm.md","AutoGLM",[741,743,744],{"name":742,"url":674},"claude-desktop",{"name":14,"url":15},{"name":745,"url":746},"manus","\u002Ftools\u002Fcoding\u002Fagent\u002Fmanus",{"type":24,"value":748,"toc":1334},[749,751,754,757,759,827,829,849,854,858,862,882,886,909,913,1061,1063,1201,1203,1253,1255,1281,1283,1299,1301,1331],[27,750,30],{"id":29},[32,752,753],{},"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。",[32,755,756],{},"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）。",[27,758,40],{"id":40},[42,760,761,767,773,779,785,791,797,803,809,815,821],{},[45,762,763,766],{},[48,764,765],{},"AutoGLM-Phone-9B","：MIT 协议开源模型，HuggingFace \u002F ModelScope 可下载",[45,768,769,772],{},[48,770,771],{},"Android 适配层","：原生 Android API + Accessibility Service",[45,774,775,778],{},[48,776,777],{},"Remote ADB","：初次配置后通过 WiFi 控制设备，无需 USB",[45,780,781,784],{},[48,782,783],{},"多模态屏幕理解","：截屏 + UI 树双输入，规划 + grounding 分离",[45,786,787,790],{},[48,788,789],{},"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",[45,792,793,796],{},[48,794,795],{},"英文 App 覆盖","：Gmail \u002F Google Maps \u002F X \u002F Reddit \u002F OneStopShop",[45,798,799,802],{},[48,800,801],{},"Web 浏览器智能体","：Chrome 扩展 + VAB-WebArena-Lite 55.2% \u002F 59.1%",[45,804,805,808],{},[48,806,807],{},"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）",[45,810,811,814],{},[48,812,813],{},"Safe Operations","：敏感操作（登录 \u002F 验证码）确认后由人接管",[45,816,817,820],{},[48,818,819],{},"Python API","：几行代码就能跑通自动化任务",[45,822,823,826],{},[48,824,825],{},"私有化部署","：模型 + 框架本地跑，数据 \u002F 日志 \u002F 权限完全自控",[27,828,114],{"id":114},[42,830,831,837,843],{},[45,832,833,836],{},[48,834,835],{},"Open-AutoGLM","：$0；模型 MIT + 代码 Apache 2.0",[45,838,839,842],{},[48,840,841],{},"Chrome 扩展","：$0；Chrome Web Store 装即用",[45,844,845,848],{},[48,846,847],{},"整合产品（智谱清言 App）","：商业服务，价格随订阅",[153,850,851],{},[32,852,853],{},"真实成本 = 0（开源）+ GPU 推理（9B 模型 RTX 4090 一张即可跑）",[27,855,857],{"id":856},"实测开源版本-pixel-6a-ubuntu-2204","实测（开源版本 \u002F Pixel 6a + Ubuntu 22.04）",[32,859,860],{},[48,861,166],{},[42,863,864,867,870,873,876,879],{},[45,865,866],{},"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",[45,868,869],{},"中文 App 覆盖度领先：微信 \u002F 美团 \u002F 淘宝跑通率高",[45,871,872],{},"模型 9B 可在单卡 4090 + 24GB 显存跑，门槛友好",[45,874,875],{},"Remote ADB 让长跑实验摆脱 USB 线",[45,877,878],{},"学术 benchmark 数据透明（55.2% \u002F 59.1%）",[45,880,881],{},"safe-operation 设计对登录 \u002F 支付环节做人审接管，避免误操作",[32,883,884],{},[48,885,191],{},[42,887,888,891,894,897,900,903,906],{},[45,889,890],{},"App 版本更新后 UI 元素变化要重新适配",[45,892,893],{},"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）",[45,895,896],{},"主要面向 Android，iOS 支持空缺",[45,898,899],{},"文档以 README + 论文为主，工程化最佳实践薄",[45,901,902],{},"国行 App 隐私 \u002F 反爬监测会偶尔拦截",[45,904,905],{},"Chrome 扩展 3.4 \u002F 5 评分中等，功能尚可但稳定性一般",[45,907,908],{},"整合版（智谱清言）和开源版差异要注意，别混用",[27,910,912],{"id":911},"上手open-autoglm","上手（Open-AutoGLM）",[238,914,918],{"className":915,"code":916,"language":917,"meta":243,"style":243},"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",[245,919,920,932,955,960,966,977,981,986,1019,1024,1029,1041,1052],{"__ignoreMap":243},[248,921,922,926,929],{"class":250,"line":251},[248,923,925],{"class":924},"sScJk","git",[248,927,928],{"class":285}," clone",[248,930,931],{"class":285}," https:\u002F\u002Fgithub.com\u002Fzai-org\u002FOpen-AutoGLM\n",[248,933,934,937,940,943,946,949,952],{"class":250,"line":258},[248,935,936],{"class":261},"cd",[248,938,939],{"class":285}," Open-AutoGLM",[248,941,942],{"class":254}," && ",[248,944,945],{"class":924},"pip",[248,947,948],{"class":285}," install",[248,950,951],{"class":261}," -r",[248,953,954],{"class":285}," requirements.txt\n",[248,956,957],{"class":250,"line":268},[248,958,959],{"emptyLinePlaceholder":673},"\n",[248,961,962],{"class":250,"line":276},[248,963,965],{"class":964},"sJ8bj","# 下载 9B 模型\n",[248,967,968,971,974],{"class":250,"line":292},[248,969,970],{"class":924},"huggingface-cli",[248,972,973],{"class":285}," download",[248,975,976],{"class":285}," THUDM\u002FAutoGLM-Phone-9B\n",[248,978,979],{"class":250,"line":318},[248,980,959],{"emptyLinePlaceholder":673},[248,982,983],{"class":250,"line":5},[248,984,985],{"class":964},"# 配置 ADB（USB 一次）\n",[248,987,988,991,994,997,999,1001,1004,1008,1011,1013,1016],{"class":250,"line":8},[248,989,990],{"class":924},"adb",[248,992,993],{"class":285}," tcpip",[248,995,996],{"class":261}," 5555",[248,998,942],{"class":254},[248,1000,990],{"class":924},[248,1002,1003],{"class":285}," connect",[248,1005,1007],{"class":1006},"szBVR"," \u003C",[248,1009,1010],{"class":285},"device-i",[248,1012,32],{"class":254},[248,1014,1015],{"class":1006},">",[248,1017,1018],{"class":285},":5555\n",[248,1020,1022],{"class":250,"line":1021},9,[248,1023,959],{"emptyLinePlaceholder":673},[248,1025,1026],{"class":250,"line":7},[248,1027,1028],{"class":964},"# 跑示例任务\n",[248,1030,1032,1035,1038],{"class":250,"line":1031},11,[248,1033,1034],{"class":924},"python",[248,1036,1037],{"class":285}," examples\u002Frun_phone_agent.py",[248,1039,1040],{"class":261}," \\\n",[248,1042,1044,1047,1050],{"class":250,"line":1043},12,[248,1045,1046],{"class":261},"  --model",[248,1048,1049],{"class":285}," THUDM\u002FAutoGLM-Phone-9B",[248,1051,1040],{"class":261},[248,1053,1055,1058],{"class":250,"line":1054},13,[248,1056,1057],{"class":261},"  --task",[248,1059,1060],{"class":285}," \"在小红书搜索罗马旅游攻略并总结景点\"\n",[27,1062,339],{"id":339},[341,1064,1065,1080],{},[344,1066,1067],{},[347,1068,1069,1071,1073,1075,1077],{},[350,1070,352],{},[350,1072,739],{},[350,1074,11],{},[350,1076,363],{},[350,1078,1079],{},"Anthropic Computer Use",[365,1081,1082,1099,1113,1128,1142,1157,1171,1185],{},[347,1083,1084,1087,1090,1093,1096],{},[370,1085,1086],{},"平台",[370,1088,1089],{},"Android + Web",[370,1091,1092],{},"macOS \u002F Windows + MCP",[370,1094,1095],{},"macOS\u002FLinux\u002FWin",[370,1097,1098],{},"跨平台",[347,1100,1101,1103,1106,1109,1111],{},[370,1102,435],{},[370,1104,1105],{},"✅ MIT 模型 + Apache 代码",[370,1107,1108],{},"闭源",[370,1110,445],{},[370,1112,438],{},[347,1114,1115,1118,1121,1123,1125],{},[370,1116,1117],{},"中文 App",[370,1119,1120],{},"✅ 50+ 示例",[370,1122,395],{},[370,1124,381],{},[370,1126,1127],{},"弱",[347,1129,1130,1133,1136,1138,1140],{},[370,1131,1132],{},"Phone agent",[370,1134,1135],{},"✅ 9B 模型",[370,1137,438],{},[370,1139,438],{},[370,1141,438],{},[347,1143,1144,1147,1149,1152,1154],{},[370,1145,1146],{},"桌面 agent",[370,1148,438],{},[370,1150,1151],{},"✅ MCP",[370,1153,384],{},[370,1155,1156],{},"✅ 原生",[347,1158,1159,1162,1165,1167,1169],{},[370,1160,1161],{},"学术 benchmark",[370,1163,1164],{},"✅ 公开",[370,1166,395],{},[370,1168,395],{},[370,1170,381],{},[347,1172,1173,1176,1178,1180,1183],{},[370,1174,1175],{},"整合 IM",[370,1177,395],{},[370,1179,395],{},[370,1181,1182],{},"✅ 20+ 平台",[370,1184,395],{},[347,1186,1187,1189,1192,1195,1198],{},[370,1188,478],{},[370,1190,1191],{},"国内 App \u002F 研究 \u002F 私有化",[370,1193,1194],{},"MCP 生态桌面",[370,1196,1197],{},"IM 触发个人 agent",[370,1199,1200],{},"跨平台桌面",[27,1202,493],{"id":493},[42,1204,1205,1211,1217,1223,1229,1235,1241,1247],{},[45,1206,1207,1210],{},[48,1208,1209],{},"App 版本敏感","：UI 改动后效果下降，要 pin App 版本或重训样本",[45,1212,1213,1216],{},[48,1214,1215],{},"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",[45,1218,1219,1222],{},[48,1220,1221],{},"iOS 暂缺","：需要 iOS agent 走别的方案",[45,1224,1225,1228],{},[48,1226,1227],{},"Remote ADB 安全","：开放端口必须限内网 + 防火墙",[45,1230,1231,1234],{},[48,1232,1233],{},"国行 App 反爬","：账号风控 \u002F 验证码会触发，必要时 human-in-the-loop",[45,1236,1237,1240],{},[48,1238,1239],{},"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",[45,1242,1243,1246],{},[48,1244,1245],{},"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",[45,1248,1249,1252],{},[48,1250,1251],{},"MIT 模型 + Apache 代码","：商用务必看 LICENSE，企业合规审计要走流程",[27,1254,552],{"id":551},[42,1256,1257,1260,1263,1266,1269,1272,1275,1278],{},[45,1258,1259],{},"✅ GUI agent 学术研究 \u002F 工程团队",[45,1261,1262],{},"✅ 国内 App 自治（微信 \u002F 美团 \u002F 淘宝 \u002F 小红书）",[45,1264,1265],{},"✅ 想本地跑 phone agent + 数据自主",[45,1267,1268],{},"✅ 私有化部署 + 合规需求",[45,1270,1271],{},"❌ 跨平台桌面自动化（Claude Desktop \u002F Anthropic Computer Use）",[45,1273,1274],{},"❌ iOS App 自治",[45,1276,1277],{},"❌ 要 production-grade 稳定性（仍在演进）",[45,1279,1280],{},"❌ 不懂 ADB \u002F Python 部署的纯用户",[27,1282,581],{"id":581},[42,1284,1285,1290,1294],{},[45,1286,1287],{},[587,1288,1289],{"href":674},"Claude Desktop 评测",[45,1291,1292],{},[587,1293,589],{"href":15},[45,1295,1296],{},[587,1297,1298],{"href":746},"Manus 评测",[27,1300,602],{"id":602},[219,1302,1303,1310,1317,1324],{},[45,1304,1305,1306],{},"AutoGLM 项目主页（含 Open-AutoGLM 2025-12-08 发布说明 \u002F benchmark 数据）",[587,1307,1308],{"href":1308,"rel":1309},"https:\u002F\u002Fxiao9905.github.io\u002FAutoGLM",[612],[45,1311,1312,1313],{},"腾讯新闻 — 智谱开源 AutoGLM（32 个月研发 \u002F MIT + Apache 2.0）",[587,1314,1315],{"href":1315,"rel":1316},"https:\u002F\u002Fnews.qq.com\u002Frain\u002Fa\u002F20251209A05V1G00",[612],[45,1318,1319,1320],{},"AutoGLM arXiv 论文 ",[587,1321,1322],{"href":1322,"rel":1323},"https:\u002F\u002Farxiv.org\u002Fabs\u002F2411.00820",[612],[45,1325,1326,1327],{},"Chrome Web Store — 智谱清言 ChatGLM & AutoGLM 工作学习 AI 助手 ",[587,1328,1329],{"href":1329,"rel":1330},"https:\u002F\u002Fchromewebstore.google.com\u002Fdetail\u002Fmnpdbmgpebfihcndnpgdaihnkmloclkd",[612],[635,1332,1333],{},"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":243,"searchDepth":268,"depth":268,"links":1335},[1336,1337,1338,1339,1340,1341,1342,1343,1344,1345],{"id":29,"depth":258,"text":30},{"id":40,"depth":258,"text":40},{"id":114,"depth":258,"text":114},{"id":856,"depth":258,"text":857},{"id":911,"depth":258,"text":912},{"id":339,"depth":258,"text":339},{"id":493,"depth":258,"text":493},{"id":551,"depth":258,"text":552},{"id":581,"depth":258,"text":581},{"id":602,"depth":258,"text":602},"\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。",[1349,1352,1355,1358],{"q":1350,"a":1351},"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":1353,"a":1354},"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":1356,"a":1357},"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":1359,"a":1360},"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。",[670,669],{},[1364,1365,1366],"android","chrome-extension","web",[1368,1371,1375],{"plan":835,"price":473,"features":1369,"notes":1370},"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":1372,"price":473,"features":1373,"notes":1374},"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":1376,"price":700,"features":1377,"notes":1378},"智谱清言 App 内置","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",[1381],{"name":1382,"url":1383},"GUI Agent 工程化","\u002Fplaybook\u002Fonboarding\u002Fgui-agent-engineering",{"power":276,"ux":276,"price":292,"cn_support":292,"stability":268},{"title":739,"description":1347},"agent\u002Fdesktop\u002Fautoglm",[1388,1390,1392,1394],{"name":1389,"url":1308,"accessed":715},"AutoGLM 项目主页（清华 \u002F Z.AI）",{"name":1391,"url":1315,"accessed":715},"腾讯新闻 — 智谱开源 AutoGLM",{"name":1393,"url":1322,"accessed":715},"AutoGLM arXiv 论文 2411.00820",{"name":1395,"url":1329,"accessed":715},"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",[1399,1400,1401,1402,1403,1404,1405],"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",{"id":10,"title":11,"alternatives":1409,"api_compatible":22,"body":1413,"category":650,"chinese_friendly":268,"cover":651,"description":652,"domestic":653,"extension":654,"faq":1851,"free":653,"github":22,"languages":1856,"meta":1857,"models":22,"navigation":673,"notSuitable":22,"opensource":653,"path":674,"pillar":675,"platforms":1858,"priceTable":1859,"pricing":703,"published":704,"relatedPlaybooks":1866,"relatedReviews":22,"score":1868,"self_host":653,"seo":1869,"slug":711,"sources":1870,"stem":722,"suitable":22,"tagline":723,"tags":1875,"updated":715,"verdict":730,"website":731,"__hash__":732},[1410,1411,1412],{"name":14,"url":15},{"name":17,"url":18},{"name":20,"url":21},{"type":24,"value":1414,"toc":1839},[1415,1417,1419,1421,1423,1469,1471,1497,1501,1503,1507,1521,1525,1541,1543,1557,1617,1621,1623,1737,1739,1777,1779,1797,1799,1813,1815,1837],[27,1416,30],{"id":29},[32,1418,34],{},[32,1420,37],{},[27,1422,40],{"id":40},[42,1424,1425,1429,1433,1437,1441,1445,1449,1453,1457,1461,1465],{},[45,1426,1427,51],{},[48,1428,50],{},[45,1430,1431,57],{},[48,1432,56],{},[45,1434,1435,63],{},[48,1436,62],{},[45,1438,1439,69],{},[48,1440,68],{},[45,1442,1443,75],{},[48,1444,74],{},[45,1446,1447,81],{},[48,1448,80],{},[45,1450,1451,87],{},[48,1452,86],{},[45,1454,1455,93],{},[48,1456,92],{},[45,1458,1459,99],{},[48,1460,98],{},[45,1462,1463,105],{},[48,1464,104],{},[45,1466,1467,111],{},[48,1468,110],{},[27,1470,114],{"id":114},[42,1472,1473,1477,1481,1485,1489,1493],{},[45,1474,1475,122],{},[48,1476,121],{},[45,1478,1479,128],{},[48,1480,127],{},[45,1482,1483,134],{},[48,1484,133],{},[45,1486,1487,140],{},[48,1488,139],{},[45,1490,1491,146],{},[48,1492,145],{},[45,1494,1495,151],{},[48,1496,110],{},[153,1498,1499],{},[32,1500,157],{},[27,1502,161],{"id":160},[32,1504,1505],{},[48,1506,166],{},[42,1508,1509,1511,1513,1515,1517,1519],{},[45,1510,171],{},[45,1512,174],{},[45,1514,177],{},[45,1516,180],{},[45,1518,183],{},[45,1520,186],{},[32,1522,1523],{},[48,1524,191],{},[42,1526,1527,1529,1531,1533,1535,1537,1539],{},[45,1528,196],{},[45,1530,199],{},[45,1532,202],{},[45,1534,205],{},[45,1536,208],{},[45,1538,211],{},[45,1540,214],{},[27,1542,217],{"id":217},[219,1544,1545,1547,1553,1555],{},[45,1546,223],{},[45,1548,1549],{},[42,1550,1551],{},[45,1552,230],{},[45,1554,233],{},[45,1556,236],{},[238,1558,1559],{"className":240,"code":241,"language":242,"meta":243,"style":243},[245,1560,1561,1565,1571,1577,1587,1605,1609,1613],{"__ignoreMap":243},[248,1562,1563],{"class":250,"line":251},[248,1564,255],{"class":254},[248,1566,1567,1569],{"class":250,"line":258},[248,1568,262],{"class":261},[248,1570,265],{"class":254},[248,1572,1573,1575],{"class":250,"line":268},[248,1574,271],{"class":261},[248,1576,265],{"class":254},[248,1578,1579,1581,1583,1585],{"class":250,"line":276},[248,1580,279],{"class":261},[248,1582,282],{"class":254},[248,1584,286],{"class":285},[248,1586,289],{"class":254},[248,1588,1589,1591,1593,1595,1597,1599,1601,1603],{"class":250,"line":292},[248,1590,295],{"class":261},[248,1592,298],{"class":254},[248,1594,301],{"class":285},[248,1596,304],{"class":254},[248,1598,307],{"class":285},[248,1600,304],{"class":254},[248,1602,312],{"class":285},[248,1604,315],{"class":254},[248,1606,1607],{"class":250,"line":318},[248,1608,321],{"class":254},[248,1610,1611],{"class":250,"line":5},[248,1612,326],{"class":254},[248,1614,1615],{"class":250,"line":8},[248,1616,331],{"class":254},[219,1618,1619],{"start":292},[45,1620,336],{},[27,1622,339],{"id":339},[341,1624,1625,1639],{},[344,1626,1627],{},[347,1628,1629,1631,1633,1635,1637],{},[350,1630,352],{},[350,1632,11],{},[350,1634,357],{},[350,1636,360],{},[350,1638,363],{},[365,1640,1641,1653,1665,1677,1689,1701,1713,1725],{},[347,1642,1643,1645,1647,1649,1651],{},[370,1644,372],{},[370,1646,375],{},[370,1648,378],{},[370,1650,381],{},[370,1652,384],{},[347,1654,1655,1657,1659,1661,1663],{},[370,1656,389],{},[370,1658,392],{},[370,1660,395],{},[370,1662,398],{},[370,1664,395],{},[347,1666,1667,1669,1671,1673,1675],{},[370,1668,405],{},[370,1670,408],{},[370,1672,408],{},[370,1674,408],{},[370,1676,408],{},[347,1678,1679,1681,1683,1685,1687],{},[370,1680,419],{},[370,1682,422],{},[370,1684,425],{},[370,1686,428],{},[370,1688,428],{},[347,1690,1691,1693,1695,1697,1699],{},[370,1692,435],{},[370,1694,438],{},[370,1696,438],{},[370,1698,438],{},[370,1700,445],{},[347,1702,1703,1705,1707,1709,1711],{},[370,1704,450],{},[370,1706,438],{},[370,1708,438],{},[370,1710,438],{},[370,1712,408],{},[347,1714,1715,1717,1719,1721,1723],{},[370,1716,463],{},[370,1718,466],{},[370,1720,466],{},[370,1722,466],{},[370,1724,473],{},[347,1726,1727,1729,1731,1733,1735],{},[370,1728,478],{},[370,1730,481],{},[370,1732,484],{},[370,1734,487],{},[370,1736,490],{},[27,1738,493],{"id":493},[42,1740,1741,1745,1749,1753,1757,1761,1765,1769,1773],{},[45,1742,1743,501],{},[48,1744,500],{},[45,1746,1747,507],{},[48,1748,506],{},[45,1750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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）。",[32,1897,1898],{},"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）。",[27,1900,40],{"id":40},[42,1902,1903,1909,1915,1921,1927,1933,1939,1945,1951,1957],{},[45,1904,1905,1908],{},[48,1906,1907],{},"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",[45,1910,1911,1914],{},[48,1912,1913],{},"LSP 集成","：自动发现 + on-demand 启动，context-aware 代码理解",[45,1916,1917,1920],{},[48,1918,1919],{},"MCP 支持","：stdio \u002F HTTP \u002F SSE 三种 transport",[45,1922,1923,1926],{},[48,1924,1925],{},"Agent Skills 标准","：内置 skill discovery",[45,1928,1929,1932],{},[48,1930,1931],{},"AGENTS.md","：项目级 context 文件",[45,1934,1935,1938],{},[48,1936,1937],{},"SQLite session 持久化","：history navigation + 多会话隔离",[45,1940,1941,1944],{},[48,1942,1943],{},"桌面通知","：权限确认 + agent turn 完成提醒",[45,1946,1947,1950],{},[48,1948,1949],{},"跨平台二进制","：macOS + Linux + Windows（PowerShell + WSL）+ FreeBSD + OpenBSD + NetBSD + Android",[45,1952,1953,1956],{},[48,1954,1955],{},"Charm 生态","：Bubble Tea TUI + Lip Gloss 样式 + Glamour markdown + Bubbles 组件 + Fantasy LLM 抽象",[45,1958,1959,1965],{},[48,1960,1961,1964],{},[245,1962,1963],{},"@charmland\u002Fcrush"," NPM 包","：跨平台一键安装",[27,1967,114],{"id":114},[42,1969,1970,1975],{},[45,1971,1972,1974],{},[48,1973,121],{},"：$0；FSL-1.1-MIT（2 年后转 MIT）",[45,1976,1977],{},"真实成本 = LLM API 费用（自带 key）",[153,1979,1980],{},[32,1981,1982],{},"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。",[27,1984,1986],{"id":1985},"实测终端主力-macos-linux-ssh","实测（终端主力 \u002F macOS + Linux SSH）",[32,1988,1989],{},[48,1990,166],{},[42,1992,1993,1996,1999,2002,2005,2008,2011],{},[45,1994,1995],{},"TUI 颜值在终端 agent 里独一档，Bubble Tea 的丝滑动效",[45,1997,1998],{},"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",[45,2000,2001],{},"LSP 集成对 Go \u002F Rust \u002F TS \u002F Python 大型项目特别管用",[45,2003,2004],{},"MCP 三种 transport 覆盖几乎所有用例",[45,2006,2007],{},"AGENTS.md 让项目级 prompt 不丢",[45,2009,2010],{},"SQLite 多 session 隔离干净",[45,2012,2013],{},"跨平台二进制保留 SSH + 远程开发用户",[32,2015,2016],{},[48,2017,191],{},[42,2019,2020,2023,2026,2029,2032,2035,2038,2045],{},[45,2021,2022],{},"FSL-1.1-MIT 不是 OSI 标准开源，企业法务要审一遍",[45,2024,2025],{},"自带 API Key，新手要先准备至少一家 provider",[45,2027,2028],{},"~22MB+ 二进制 + Go runtime + SQLite，比 aider 重",[45,2030,2031],{},"仅 TUI，没 IDE 插件 \u002F web UI",[45,2033,2034],{},"160+ releases 节奏快，breaking change 偶发",[45,2036,2037],{},"中文 prompt 效果取决于底层模型，UI 文档英文为主",[45,2039,2040,2041,2044],{},"多模型 routing 默认策略可能不省钱，手动配 ",[245,2042,2043],{},"crush.json"," 更精细",[45,2046,2047],{},"Windows 原生 PowerShell 偶有渲染问题，WSL 体验更好",[27,2049,217],{"id":217},[238,2051,2053],{"className":915,"code":2052,"language":917,"meta":243,"style":243},"# 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",[245,2054,2055,2060,2070,2074,2079,2092,2096,2101,2111,2115,2120,2134,2146,2150,2156,2162,2167],{"__ignoreMap":243},[248,2056,2057],{"class":250,"line":251},[248,2058,2059],{"class":964},"# macOS\n",[248,2061,2062,2065,2067],{"class":250,"line":258},[248,2063,2064],{"class":924},"brew",[248,2066,948],{"class":285},[248,2068,2069],{"class":285}," charmbracelet\u002Ftap\u002Fcrush\n",[248,2071,2072],{"class":250,"line":268},[248,2073,959],{"emptyLinePlaceholder":673},[248,2075,2076],{"class":250,"line":276},[248,2077,2078],{"class":964},"# 跨平台 NPM\n",[248,2080,2081,2084,2086,2089],{"class":250,"line":292},[248,2082,2083],{"class":924},"npm",[248,2085,948],{"class":285},[248,2087,2088],{"class":261}," -g",[248,2090,2091],{"class":285}," @charmland\u002Fcrush\n",[248,2093,2094],{"class":250,"line":318},[248,2095,959],{"emptyLinePlaceholder":673},[248,2097,2098],{"class":250,"line":5},[248,2099,2100],{"class":964},"# Go 直装\n",[248,2102,2103,2106,2108],{"class":250,"line":8},[248,2104,2105],{"class":924},"go",[248,2107,948],{"class":285},[248,2109,2110],{"class":285}," github.com\u002Fcharmbracelet\u002Fcrush@latest\n",[248,2112,2113],{"class":250,"line":1021},[248,2114,959],{"emptyLinePlaceholder":673},[248,2116,2117],{"class":250,"line":7},[248,2118,2119],{"class":964},"# 配置 API Key（任选）\n",[248,2121,2122,2125,2128,2131],{"class":250,"line":1031},[248,2123,2124],{"class":1006},"export",[248,2126,2127],{"class":254}," ANTHROPIC_API_KEY",[248,2129,2130],{"class":1006},"=",[248,2132,2133],{"class":285},"\"sk-ant-...\"\n",[248,2135,2136,2138,2141,2143],{"class":250,"line":1043},[248,2137,2124],{"class":1006},[248,2139,2140],{"class":254}," OPENAI_API_KEY",[248,2142,2130],{"class":1006},[248,2144,2145],{"class":285},"\"sk-...\"\n",[248,2147,2148],{"class":250,"line":1054},[248,2149,959],{"emptyLinePlaceholder":673},[248,2151,2153],{"class":250,"line":2152},14,[248,2154,2155],{"class":964},"# 启动\n",[248,2157,2159],{"class":250,"line":2158},15,[248,2160,2161],{"class":924},"crush\n",[248,2163,2165],{"class":250,"line":2164},16,[248,2166,959],{"emptyLinePlaceholder":673},[248,2168,2170],{"class":250,"line":2169},17,[248,2171,2172],{"class":964},"# Ctrl+P → Switch Model 切换；Ctrl+S 切 session；输入 \u002Fhelp 看命令\n",[32,2174,2175,2177],{},[245,2176,2043],{}," 加 Z.AI GLM Coding Plan 自定义 provider：",[238,2179,2181],{"className":240,"code":2180,"language":242,"meta":243,"style":243},"{\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",[245,2182,2183,2187,2194,2201,2213,2225,2237,2247,2251,2255],{"__ignoreMap":243},[248,2184,2185],{"class":250,"line":251},[248,2186,255],{"class":254},[248,2188,2189,2192],{"class":250,"line":258},[248,2190,2191],{"class":261},"  \"providers\"",[248,2193,265],{"class":254},[248,2195,2196,2199],{"class":250,"line":268},[248,2197,2198],{"class":261},"    \"zai\"",[248,2200,265],{"class":254},[248,2202,2203,2206,2208,2211],{"class":250,"line":276},[248,2204,2205],{"class":261},"      \"id\"",[248,2207,282],{"class":254},[248,2209,2210],{"class":285},"\"zai\"",[248,2212,289],{"class":254},[248,2214,2215,2218,2220,2223],{"class":250,"line":292},[248,2216,2217],{"class":261},"      \"name\"",[248,2219,282],{"class":254},[248,2221,2222],{"class":285},"\"ZAI Provider\"",[248,2224,289],{"class":254},[248,2226,2227,2230,2232,2235],{"class":250,"line":318},[248,2228,2229],{"class":261},"      \"base_url\"",[248,2231,282],{"class":254},[248,2233,2234],{"class":285},"\"https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4\"",[248,2236,289],{"class":254},[248,2238,2239,2242,2244],{"class":250,"line":5},[248,2240,2241],{"class":261},"      \"api_key\"",[248,2243,282],{"class":254},[248,2245,2246],{"class":285},"\"your_api_key\"\n",[248,2248,2249],{"class":250,"line":8},[248,2250,321],{"class":254},[248,2252,2253],{"class":250,"line":1021},[248,2254,326],{"class":254},[248,2256,2257],{"class":250,"line":7},[248,2258,331],{"class":254},[27,2260,339],{"id":339},[341,2262,2263,2280],{},[344,2264,2265],{},[347,2266,2267,2269,2271,2274,2277],{},[350,2268,352],{},[350,2270,1878],{},[350,2272,2273],{},"Claude Code",[350,2275,2276],{},"Aider",[350,2278,2279],{},"Codex CLI",[365,2281,2282,2299,2316,2329,2343,2358,2370,2385,2399,2414],{},[347,2283,2284,2287,2290,2293,2296],{},[370,2285,2286],{},"TUI 颜值",[370,2288,2289],{},"✅ 顶级",[370,2291,2292],{},"✅ 良好",[370,2294,2295],{},"文本朴素",[370,2297,2298],{},"一般",[347,2300,2301,2304,2307,2310,2313],{},[370,2302,2303],{},"多模型切换",[370,2305,2306],{},"✅ mid-session",[370,2308,2309],{},"Claude only",[370,2311,2312],{},"✅ 任意",[370,2314,2315],{},"OpenAI only",[347,2317,2318,2321,2323,2325,2327],{},[370,2319,2320],{},"LSP",[370,2322,408],{},[370,2324,395],{},[370,2326,395],{},[370,2328,395],{},[347,2330,2331,2334,2337,2339,2341],{},[370,2332,2333],{},"MCP",[370,2335,2336],{},"✅ 全 transport",[370,2338,2336],{},[370,2340,395],{},[370,2342,381],{},[347,2344,2345,2348,2351,2354,2356],{},[370,2346,2347],{},"Skills",[370,2349,2350],{},"✅ 标准",[370,2352,2353],{},"✅ Skills 体系",[370,2355,395],{},[370,2357,395],{},[347,2359,2360,2362,2364,2366,2368],{},[370,2361,1931],{},[370,2363,408],{},[370,2365,408],{},[370,2367,395],{},[370,2369,395],{},[347,2371,2372,2375,2378,2380,2383],{},[370,2373,2374],{},"协议",[370,2376,2377],{},"FSL-1.1-MIT",[370,2379,1108],{},[370,2381,2382],{},"Apache 2.0",[370,2384,1108],{},[347,2386,2387,2389,2392,2394,2397],{},[370,2388,1086],{},[370,2390,2391],{},"极广",[370,2393,1095],{},[370,2395,2396],{},"全平台",[370,2398,1095],{},[347,2400,2401,2403,2406,2409,2411],{},[370,2402,463],{},[370,2404,2405],{},"$0 + API 费",[370,2407,2408],{},"API 费 \u002F Pro",[370,2410,2405],{},[370,2412,2413],{},"API 费 \u002F Plus",[347,2415,2416,2418,2421,2424,2427],{},[370,2417,478],{},[370,2419,2420],{},"终端 + 多模型 + Power user",[370,2422,2423],{},"Anthropic 生态",[370,2425,2426],{},"Git refactor",[370,2428,2429],{},"OpenAI 生态",[27,2431,493],{"id":493},[42,2433,2434,2440,2452,2458,2464,2470,2476,2482,2488],{},[45,2435,2436,2439],{},[48,2437,2438],{},"FSL 协议商业审查","：商业竞品场景前法务过一遍，2 年后转 MIT",[45,2441,2442,2445,2446,2449,2450],{},[48,2443,2444],{},"API Key 管理","：用 ",[245,2447,2448],{},"pass"," \u002F 1Password CLI \u002F direnv，不硬编码 ",[245,2451,2043],{},[45,2453,2454,2457],{},[48,2455,2456],{},"breaking change 跟进","：160+ releases 节奏快，pin 版本到 stable",[45,2459,2460,2463],{},[48,2461,2462],{},"LSP 启动慢","：大项目首次启动数秒，正常现象",[45,2465,2466,2469],{},[48,2467,2468],{},"Ollama 本地优先","：日常简单任务跑 7B，复杂任务再切云",[45,2471,2472,2475],{},[48,2473,2474],{},"Windows 用 WSL","：原生 PowerShell 有 ANSI 渲染坑",[45,2477,2478,2481],{},[48,2479,2480],{},"AGENTS.md 写好","：项目 context 决定 80% 体验，按官方模板写",[45,2483,2484,2487],{},[48,2485,2486],{},"session 切换勤快点","：不同任务开不同 session，history 干净",[45,2489,2490,2493],{},[48,2491,2492],{},"MCP server 信任评估","：装新 MCP 前看 source \u002F 权限",[27,2495,552],{"id":551},[42,2497,2498,2501,2504,2507,2510,2513,2516,2519],{},[45,2499,2500],{},"✅ 终端主力 \u002F SSH 远程开发",[45,2502,2503],{},"✅ 多模型用户（Claude + GPT + Gemini + Ollama 一起用）",[45,2505,2506],{},"✅ Go \u002F Rust \u002F TS \u002F Python 大型项目（LSP 加成大）",[45,2508,2509],{},"✅ 不想被单一 vendor 绑定",[45,2511,2512],{},"❌ 纯 GUI \u002F IDE 党",[45,2514,2515],{},"❌ 要 Anthropic 官方 Skills 体系（用 Claude Code）",[45,2517,2518],{},"❌ 要 OpenAI 桌面深度（用 Codex）",[45,2520,2521],{},"❌ 商业竞品 \u002F 法务严格场景（FSL 协议要审）",[27,2523,581],{"id":581},[42,2525,2526,2531,2536],{},[45,2527,2528],{},[587,2529,2530],{"href":1882},"Claude Code 评测",[45,2532,2533],{},[587,2534,2535],{"href":1885},"Aider 评测",[45,2537,2538],{},[587,2539,2540],{"href":1888},"Codex 评测",[27,2542,602],{"id":602},[219,2544,2545,2552,2559,2566],{},[45,2546,2547,2548],{},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases \u002F FSL-1.1-MIT）",[587,2549,2550],{"href":2550,"rel":2551},"https:\u002F\u002Fgithub.com\u002Fcharmbracelet\u002Fcrush",[612],[45,2553,2554,2555],{},"Artificialus — Crush 评测 2026 ",[587,2556,2557],{"href":2557,"rel":2558},"https:\u002F\u002Fartificialus.com\u002Fagents\u002Fcrush",[612],[45,2560,2561,2562],{},"Typevar — Crush 入门 + 安装 ",[587,2563,2564],{"href":2564,"rel":2565},"https:\u002F\u002Ftypevar.dev\u002Farticles\u002Fcharmbracelet\u002Fcrush",[612],[45,2567,2568,2569],{},"Z.AI Devpack — Crush + GLM Coding Plan 集成 ",[587,2570,2571],{"href":2571,"rel":2572},"https:\u002F\u002Fdocs.z.ai\u002Fdevpack\u002Ftool\u002Fcrush",[612],[635,2574,2575],{},"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":243,"searchDepth":268,"depth":268,"links":2577},[2578,2579,2580,2581,2582,2583,2584,2585,2586,2587],{"id":29,"depth":258,"text":30},{"id":40,"depth":258,"text":40},{"id":114,"depth":258,"text":114},{"id":1985,"depth":258,"text":1986},{"id":217,"depth":258,"text":217},{"id":339,"depth":258,"text":339},{"id":493,"depth":258,"text":493},{"id":551,"depth":258,"text":552},{"id":581,"depth":258,"text":581},{"id":602,"depth":258,"text":602},"\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。",[2591,2594,2597,2600],{"q":2592,"a":2593},"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":2595,"a":2596},"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":2598,"a":2599},"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":2601,"a":2602},"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。",[669],{},[677,679,678,2606,2607,2608,1364],"freebsd","openbsd","netbsd",[2610],{"plan":121,"price":473,"features":2611,"notes":2612},"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",[2615],{"name":2616,"url":2617},"终端 AI Agent 工作流","\u002Fplaybook\u002Fonboarding\u002Fterminal-ai-agent-workflow",{"power":292,"ux":292,"price":292,"cn_support":268,"stability":276},{"title":1878,"description":2589},"agent\u002Fdesktop\u002Fcrush",[2622,2624,2626,2628],{"name":2623,"url":2550,"accessed":715},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases）",{"name":2625,"url":2557,"accessed":715},"Artificialus — Crush 评测（功能 \u002F 协议 \u002F 平台覆盖）",{"name":2627,"url":2564,"accessed":715},"Typevar — Crush 入门 + 使用场景",{"name":2629,"url":2571,"accessed":715},"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",[2633,2634,2635,2636,726,1402,2637],"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":2641,"title":363,"alternatives":2642,"api_compatible":22,"body":2646,"category":650,"chinese_friendly":276,"cover":3313,"description":3314,"domestic":653,"extension":654,"faq":3315,"free":653,"github":22,"languages":3327,"meta":3328,"models":22,"navigation":673,"notSuitable":22,"opensource":673,"path":15,"pillar":675,"platforms":3329,"priceTable":3331,"pricing":3335,"published":704,"relatedPlaybooks":3336,"relatedReviews":22,"score":3340,"self_host":673,"seo":3341,"slug":3342,"sources":3343,"stem":3352,"suitable":22,"tagline":3353,"tags":3354,"updated":715,"verdict":3360,"website":3361,"__hash__":3362},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw.md",[2643,2644,2645],{"name":742,"url":674},{"name":17,"url":18},{"name":20,"url":21},{"type":24,"value":2647,"toc":3301},[2648,2650,2653,2656,2658,2726,2728,2742,2746,2750,2773,2777,2803,2805,2958,2961,2993,2995,3158,3160,3222,3224,3250,3252,3266,3268,3298],[27,2649,30],{"id":29},[32,2651,2652],{},"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。",[32,2654,2655],{},"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。",[27,2657,40],{"id":40},[42,2659,2660,2666,2672,2678,2684,2690,2696,2702,2708,2714,2720],{},[45,2661,2662,2665],{},[48,2663,2664],{},"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",[45,2667,2668,2671],{},[48,2669,2670],{},"Skills 插件系统","：YAML 描述 + 一键安装 + ClawHub 5400+ 社区市场",[45,2673,2674,2677],{},[48,2675,2676],{},"多 Agent 隔离","：work \u002F personal \u002F test 角色独立记忆 + 任务",[45,2679,2680,2683],{},[48,2681,2682],{},"30 分钟 Heartbeat","：真正 7×24 主动运行",[45,2685,2686,2689],{},[48,2687,2688],{},"Cron 调度","：自然语言生成定时任务，无需写 Cron 表达式",[45,2691,2692,2695],{},[48,2693,2694],{},"本地长期记忆","：~\u002F.openclaw\u002Fmemory\u002Flong-term.json",[45,2697,2698,2701],{},[48,2699,2700],{},"沙箱权限模式","：区分敏感操作权限，避免误操作",[45,2703,2704,2707],{},[48,2705,2706],{},"多 LLM provider","：GPT \u002F Claude \u002F Gemini \u002F 本地 Ollama \u002F Z.AI \u002F OpenRouter",[45,2709,2710,2713],{},[48,2711,2712],{},"MCP 兼容","：可调用 MCP server",[45,2715,2716,2719],{},[48,2717,2718],{},"Web Control UI","：浏览器仪表盘（chat \u002F config \u002F sessions \u002F nodes）",[45,2721,2722,2725],{},[48,2723,2724],{},"macOS app + iOS \u002F Android 移动 node","：跨设备触发",[27,2727,114],{"id":114},[42,2729,2730,2736,2739],{},[45,2731,2732,2735],{},[48,2733,2734],{},"Self-host OSS","：$0；MIT 完全开放",[45,2737,2738],{},"真实成本 = LLM API（GPT \u002F Claude 走 API 计费）或 $0（本地 Ollama）",[45,2740,2741],{},"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",[27,2743,2745],{"id":2744},"实测个人-724-监控告警-简报","实测（个人 7×24 + 监控告警 + 简报）",[32,2747,2748],{},[48,2749,166],{},[42,2751,2752,2755,2758,2761,2764,2767,2770],{},[45,2753,2754],{},"IM 一句话支使 AI 体验是真『未来感』，离开电脑也能干活",[45,2756,2757],{},"Heartbeat 让定时任务 + 监控钩子真正后台运行，不靠操作系统 Cron",[45,2759,2760],{},"ClawHub 5400+ Skills 覆盖几乎所有日常需求",[45,2762,2763],{},"多 Agent 隔离让工作 \u002F 生活 prompt 不串",[45,2765,2766],{},"本地 Ollama 路径让数据 + 隐私完全自主",[45,2768,2769],{},"微信 \u002F 钉钉 \u002F 飞书 plugin 让国内用户无网络 \u002F 支付门槛",[45,2771,2772],{},"MIT 协议 + 社区驱动，企业内部部署合规友好",[32,2774,2775],{},[48,2776,191],{},[42,2778,2779,2782,2785,2788,2791,2794,2797,2800],{},[45,2780,2781],{},"Node 24 推荐 \u002F 22 LTS 兜底，Node 18 已经勉强（最新 Skill 偶有兼容问题）",[45,2783,2784],{},"Skill 质量参差，社区 5400+ 里要挑信任作者",[45,2786,2787],{},"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",[45,2789,2790],{},"多 Agent 隔离的 memory 文件可能膨胀，要定期清理",[45,2792,2793],{},"Heartbeat 频繁触发 LLM 调用会推高 API 费用，预算控制要配 budget cap",[45,2795,2796],{},"Web Control UI 在大量 session 下渲染偏慢",[45,2798,2799],{},"沙箱模式默认权限保守，复杂自动化要手动放权",[45,2801,2802],{},"Windows 纯生兼容差，建议 WSL2 \u002F Docker 路径",[27,2804,217],{"id":217},[238,2806,2808],{"className":915,"code":2807,"language":917,"meta":243,"style":243},"# 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",[245,2809,2810,2815,2826,2833,2837,2842,2861,2871,2876,2880,2885,2894,2915,2919,2924,2931,2935,2939,2947],{"__ignoreMap":243},[248,2811,2812],{"class":250,"line":251},[248,2813,2814],{"class":964},"# 方法一：NPM\n",[248,2816,2817,2819,2821,2823],{"class":250,"line":258},[248,2818,2083],{"class":924},[248,2820,948],{"class":285},[248,2822,2088],{"class":261},[248,2824,2825],{"class":285}," openclaw\n",[248,2827,2828,2830],{"class":250,"line":268},[248,2829,14],{"class":924},[248,2831,2832],{"class":261}," --version\n",[248,2834,2835],{"class":250,"line":276},[248,2836,959],{"emptyLinePlaceholder":673},[248,2838,2839],{"class":250,"line":292},[248,2840,2841],{"class":964},"# 方法二：Docker\n",[248,2843,2844,2847,2850,2853,2856,2859],{"class":250,"line":318},[248,2845,2846],{"class":924},"docker",[248,2848,2849],{"class":285}," run",[248,2851,2852],{"class":261}," -d",[248,2854,2855],{"class":261}," --name",[248,2857,2858],{"class":285}," openclaw",[248,2860,1040],{"class":261},[248,2862,2863,2866,2869],{"class":250,"line":5},[248,2864,2865],{"class":261},"  -v",[248,2867,2868],{"class":285}," ~\u002F.openclaw:\u002Froot\u002F.openclaw",[248,2870,1040],{"class":261},[248,2872,2873],{"class":250,"line":8},[248,2874,2875],{"class":285},"  openclaw\u002Fopenclaw:latest\n",[248,2877,2878],{"class":250,"line":1021},[248,2879,959],{"emptyLinePlaceholder":673},[248,2881,2882],{"class":250,"line":7},[248,2883,2884],{"class":964},"# 方法三：源码\n",[248,2886,2887,2889,2891],{"class":250,"line":1031},[248,2888,925],{"class":924},[248,2890,928],{"class":285},[248,2892,2893],{"class":285}," https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\n",[248,2895,2896,2898,2900,2902,2904,2906,2908,2910,2912],{"class":250,"line":1043},[248,2897,936],{"class":261},[248,2899,2858],{"class":285},[248,2901,942],{"class":254},[248,2903,2083],{"class":924},[248,2905,948],{"class":285},[248,2907,942],{"class":254},[248,2909,2083],{"class":924},[248,2911,2849],{"class":285},[248,2913,2914],{"class":285}," start\n",[248,2916,2917],{"class":250,"line":1054},[248,2918,959],{"emptyLinePlaceholder":673},[248,2920,2921],{"class":250,"line":2152},[248,2922,2923],{"class":964},"# 引导配置（model \u002F channel \u002F 权限）\n",[248,2925,2926,2928],{"class":250,"line":2158},[248,2927,14],{"class":924},[248,2929,2930],{"class":285}," onboard\n",[248,2932,2933],{"class":250,"line":2164},[248,2934,959],{"emptyLinePlaceholder":673},[248,2936,2937],{"class":250,"line":2169},[248,2938,2155],{"class":964},[248,2940,2942,2944],{"class":250,"line":2941},18,[248,2943,14],{"class":924},[248,2945,2946],{"class":964},"                 # CLI\n",[248,2948,2950,2952,2955],{"class":250,"line":2949},19,[248,2951,14],{"class":924},[248,2953,2954],{"class":285}," dashboard",[248,2956,2957],{"class":964},"       # Web UI\n",[32,2959,2960],{},"配本地免费 Ollama：",[238,2962,2964],{"className":915,"code":2963,"language":917,"meta":243,"style":243},"ollama pull llama3\nopenclaw config set ai.provider \"ollama\"\n",[245,2965,2966,2977],{"__ignoreMap":243},[248,2967,2968,2971,2974],{"class":250,"line":251},[248,2969,2970],{"class":924},"ollama",[248,2972,2973],{"class":285}," pull",[248,2975,2976],{"class":285}," llama3\n",[248,2978,2979,2981,2984,2987,2990],{"class":250,"line":258},[248,2980,14],{"class":924},[248,2982,2983],{"class":285}," config",[248,2985,2986],{"class":285}," set",[248,2988,2989],{"class":285}," ai.provider",[248,2991,2992],{"class":285}," \"ollama\"\n",[27,2994,339],{"id":339},[341,2996,2997,3011],{},[344,2998,2999],{},[347,3000,3001,3003,3005,3007,3009],{},[350,3002,352],{},[350,3004,363],{},[350,3006,11],{},[350,3008,739],{},[350,3010,1878],{},[365,3012,3013,3030,3044,3058,3074,3087,3099,3114,3129,3143],{},[347,3014,3015,3018,3021,3024,3027],{},[370,3016,3017],{},"形态",[370,3019,3020],{},"IM 网关 + 多 Agent 自治",[370,3022,3023],{},"桌面客户端 + MCP",[370,3025,3026],{},"Phone\u002FWeb GUI agent",[370,3028,3029],{},"终端 TUI agent",[347,3031,3032,3035,3038,3040,3042],{},[370,3033,3034],{},"7×24 Heartbeat",[370,3036,3037],{},"✅ 30 分钟",[370,3039,395],{},[370,3041,395],{},[370,3043,395],{},[347,3045,3046,3049,3052,3054,3056],{},[370,3047,3048],{},"多 IM 渠道",[370,3050,3051],{},"✅ 20+",[370,3053,395],{},[370,3055,395],{},[370,3057,395],{},[347,3059,3060,3063,3066,3069,3071],{},[370,3061,3062],{},"Skills 市场",[370,3064,3065],{},"✅ ClawHub 5400+",[370,3067,3068],{},"✅ MCP Connectors",[370,3070,395],{},[370,3072,3073],{},"✅ Agent Skills 标准",[347,3075,3076,3078,3080,3082,3084],{},[370,3077,2676],{},[370,3079,408],{},[370,3081,74],{},[370,3083,395],{},[370,3085,3086],{},"session",[347,3088,3089,3091,3093,3095,3097],{},[370,3090,435],{},[370,3092,445],{},[370,3094,1108],{},[370,3096,1105],{},[370,3098,2377],{},[347,3100,3101,3104,3107,3109,3112],{},[370,3102,3103],{},"本地 LLM",[370,3105,3106],{},"✅ Ollama 友好",[370,3108,395],{},[370,3110,3111],{},"✅ 9B 自模型",[370,3113,408],{},[347,3115,3116,3119,3122,3125,3127],{},[370,3117,3118],{},"中国大陆友好",[370,3120,3121],{},"✅ 完全",[370,3123,3124],{},"❌ 支付",[370,3126,408],{},[370,3128,398],{},[347,3130,3131,3133,3135,3138,3140],{},[370,3132,463],{},[370,3134,473],{},[370,3136,3137],{},"$20\u002F月 +",[370,3139,473],{},[370,3141,3142],{},"$0 + API",[347,3144,3145,3147,3150,3152,3155],{},[370,3146,478],{},[370,3148,3149],{},"7×24 IM 触发个人 agent",[370,3151,1194],{},[370,3153,3154],{},"Phone GUI",[370,3156,3157],{},"终端 power user",[27,3159,493],{"id":493},[42,3161,3162,3168,3174,3180,3186,3192,3198,3204,3210,3216],{},[45,3163,3164,3167],{},[48,3165,3166],{},"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",[45,3169,3170,3173],{},[48,3171,3172],{},"API 预算控制","：Heartbeat + 多 Agent 会放大 LLM 费用，配 budget cap 或本地 Ollama",[45,3175,3176,3179],{},[48,3177,3178],{},"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",[45,3181,3182,3185],{},[48,3183,3184],{},"memory 膨胀","：长期记忆 JSON 文件定期归档 \u002F 清理",[45,3187,3188,3191],{},[48,3189,3190],{},"Node 版本","：Node 24 推荐，Node 18 部分新 Skill 不兼容",[45,3193,3194,3197],{},[48,3195,3196],{},"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",[45,3199,3200,3203],{},[48,3201,3202],{},"数据备份","：~\u002F.openclaw 含所有记忆 + 配置，定期备份",[45,3205,3206,3209],{},[48,3207,3208],{},"Windows 走 WSL2","：原生 Windows 兼容差",[45,3211,3212,3215],{},[48,3213,3214],{},"MCP 复用","：内部 MCP server 可直接调用，不要重复造轮",[45,3217,3218,3221],{},[48,3219,3220],{},"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",[27,3223,552],{"id":551},[42,3225,3226,3229,3232,3235,3238,3241,3244,3247],{},[45,3227,3228],{},"✅ 想从 IM 一句话支使 AI 7×24 干活的 power user",[45,3230,3231],{},"✅ 监控 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘 \u002F 智能家居",[45,3233,3234],{},"✅ 数据隐私敏感 + 自托管刚需",[45,3236,3237],{},"✅ 中国大陆用户走本地 Ollama 全免费",[45,3239,3240],{},"❌ 纯 GUI \u002F 桌面交互党（用 Claude Desktop）",[45,3242,3243],{},"❌ 不会折腾 Node \u002F Docker \u002F WSL",[45,3245,3246],{},"❌ 要一键就跑的非技术用户",[45,3248,3249],{},"❌ 高强度多 Agent 同时跑 + 预算极紧（API 费会膨胀）",[27,3251,581],{"id":581},[42,3253,3254,3258,3262],{},[45,3255,3256],{},[587,3257,1289],{"href":674},[45,3259,3260],{},[587,3261,594],{"href":18},[45,3263,3264],{},[587,3265,599],{"href":21},[27,3267,602],{"id":602},[219,3269,3270,3277,3284,3291],{},[45,3271,3272,3273],{},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 渠道 \u002F Heartbeat）",[587,3274,3275],{"href":3275,"rel":3276},"https:\u002F\u002Fdocs.openclaw.ai\u002F",[612],[45,3278,3279,3280],{},"技术栈 — OpenClaw 2026 实战指南 ",[587,3281,3282],{"href":3282,"rel":3283},"https:\u002F\u002Fjishuzhan.net\u002Farticle\u002F2058753885218062337",[612],[45,3285,3286,3287],{},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat \u002F 多 Agent）",[587,3288,3289],{"href":3289,"rel":3290},"https:\u002F\u002Fblog.csdn.net\u002Fweixin_58240054\u002Farticle\u002Fdetails\u002F161197395",[612],[45,3292,3293,3294],{},"腾讯云 — OpenClaw 爆火 + Computer Use Agent 分析 ",[587,3295,3296],{"href":3296,"rel":3297},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2637863",[612],[635,3299,3300],{},"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 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隔离 + 本地长期记忆。Node 24（推荐）或 22 LTS。",[3316,3319,3322,3325],{"q":3317,"a":3318},"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":3320,"a":3321},"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":3323,"a":3324},"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":663,"a":3326},"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。",[669,670,671],{},[677,679,3330,2846],"windows-wsl",[3332],{"plan":2734,"price":473,"features":3333,"notes":3334},"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）",[3337],{"name":3338,"url":3339},"搭建个人 7x24 AI Agent","\u002Fplaybook\u002Fonboarding\u002Fpersonal-247-ai-agent",{"power":292,"ux":276,"price":292,"cn_support":276,"stability":276},{"title":363,"description":3314},"agent\u002Fdesktop\u002Fopenclaw",[3344,3346,3348,3350],{"name":3345,"url":3275,"accessed":715},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 多渠道）",{"name":3347,"url":3282,"accessed":715},"技术栈 — OpenClaw 2026 实战指南",{"name":3349,"url":3289,"accessed":715},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat）",{"name":3351,"url":3296,"accessed":715},"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",[1402,3355,3356,726,3357,3358,3359,14],"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",[],1782316490345]