[{"data":1,"prerenderedAt":3467},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"tool-tools\u002Fagent\u002Fdesktop\u002Fcrush":9,"tool-stats-agent\u002Fdesktop\u002Fcrush":864,"cat-rank-agent-desktop":867,"tool-related-agent\u002Fdesktop\u002Fcrush":3466},{"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":797,"chinese_friendly":234,"cover":798,"description":799,"domestic":800,"extension":801,"faq":802,"free":800,"github":22,"languages":815,"meta":817,"models":22,"navigation":237,"notSuitable":22,"opensource":237,"path":818,"pillar":819,"platforms":820,"priceTable":828,"pricing":833,"published":834,"relatedPlaybooks":835,"relatedReviews":22,"score":839,"self_host":237,"seo":840,"slug":841,"sources":842,"stem":852,"suitable":22,"tagline":853,"tags":854,"updated":845,"verdict":862,"website":757,"__hash__":863},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush.md","Crush",[13,16,19],{"name":14,"url":15},"claude-code","\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code",{"name":17,"url":18},"aider","\u002Ftools\u002Fcoding\u002Fcli\u002Faider",{"name":20,"url":21},"codex","\u002Ftools\u002Fcoding\u002Fcli\u002Fcodex",null,{"type":24,"value":25,"toc":785},"minimark",[26,31,35,38,41,110,113,124,130,134,139,162,167,197,200,348,353,443,446,630,633,695,699,725,728,746,749,781],[27,28,30],"h2",{"id":29},"tldr","TL;DR",[32,33,34],"p",{},"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）。",[32,36,37],{},"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）。",[27,39,40],{"id":40},"核心能力",[42,43,44,52,58,64,70,76,82,88,94,100],"ul",{},[45,46,47,51],"li",{},[48,49,50],"strong",{},"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",[45,53,54,57],{},[48,55,56],{},"LSP 集成","：自动发现 + on-demand 启动，context-aware 代码理解",[45,59,60,63],{},[48,61,62],{},"MCP 支持","：stdio \u002F HTTP \u002F SSE 三种 transport",[45,65,66,69],{},[48,67,68],{},"Agent Skills 标准","：内置 skill discovery",[45,71,72,75],{},[48,73,74],{},"AGENTS.md","：项目级 context 文件",[45,77,78,81],{},[48,79,80],{},"SQLite session 持久化","：history navigation + 多会话隔离",[45,83,84,87],{},[48,85,86],{},"桌面通知","：权限确认 + agent turn 完成提醒",[45,89,90,93],{},[48,91,92],{},"跨平台二进制","：macOS + Linux + Windows（PowerShell + WSL）+ FreeBSD + OpenBSD + NetBSD + Android",[45,95,96,99],{},[48,97,98],{},"Charm 生态","：Bubble Tea TUI + Lip Gloss 样式 + Glamour markdown + Bubbles 组件 + Fantasy LLM 抽象",[45,101,102,109],{},[48,103,104,108],{},[105,106,107],"code",{},"@charmland\u002Fcrush"," NPM 包","：跨平台一键安装",[27,111,112],{"id":112},"价格",[42,114,115,121],{},[45,116,117,120],{},[48,118,119],{},"Free","：$0；FSL-1.1-MIT（2 年后转 MIT）",[45,122,123],{},"真实成本 = LLM API 费用（自带 key）",[125,126,127],"blockquote",{},[32,128,129],{},"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。",[27,131,133],{"id":132},"实测终端主力-macos-linux-ssh","实测（终端主力 \u002F macOS + Linux SSH）",[32,135,136],{},[48,137,138],{},"亮点：",[42,140,141,144,147,150,153,156,159],{},[45,142,143],{},"TUI 颜值在终端 agent 里独一档，Bubble Tea 的丝滑动效",[45,145,146],{},"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",[45,148,149],{},"LSP 集成对 Go \u002F Rust \u002F TS \u002F Python 大型项目特别管用",[45,151,152],{},"MCP 三种 transport 覆盖几乎所有用例",[45,154,155],{},"AGENTS.md 让项目级 prompt 不丢",[45,157,158],{},"SQLite 多 session 隔离干净",[45,160,161],{},"跨平台二进制保留 SSH + 远程开发用户",[32,163,164],{},[48,165,166],{},"踩坑：",[42,168,169,172,175,178,181,184,187,194],{},[45,170,171],{},"FSL-1.1-MIT 不是 OSI 标准开源，企业法务要审一遍",[45,173,174],{},"自带 API Key，新手要先准备至少一家 provider",[45,176,177],{},"~22MB+ 二进制 + Go runtime + SQLite，比 aider 重",[45,179,180],{},"仅 TUI，没 IDE 插件 \u002F web UI",[45,182,183],{},"160+ releases 节奏快，breaking change 偶发",[45,185,186],{},"中文 prompt 效果取决于底层模型，UI 文档英文为主",[45,188,189,190,193],{},"多模型 routing 默认策略可能不省钱，手动配 ",[105,191,192],{},"crush.json"," 更精细",[45,195,196],{},"Windows 原生 PowerShell 偶有渲染问题，WSL 体验更好",[27,198,199],{"id":199},"上手",[201,202,207],"pre",{"className":203,"code":204,"language":205,"meta":206,"style":206},"language-bash shiki shiki-themes github-light github-dark","# 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","bash","",[105,208,209,218,232,239,245,260,265,270,280,285,290,307,320,325,331,337,342],{"__ignoreMap":206},[210,211,214],"span",{"class":212,"line":213},"line",1,[210,215,217],{"class":216},"sJ8bj","# macOS\n",[210,219,221,225,229],{"class":212,"line":220},2,[210,222,224],{"class":223},"sScJk","brew",[210,226,228],{"class":227},"sZZnC"," install",[210,230,231],{"class":227}," charmbracelet\u002Ftap\u002Fcrush\n",[210,233,235],{"class":212,"line":234},3,[210,236,238],{"emptyLinePlaceholder":237},true,"\n",[210,240,242],{"class":212,"line":241},4,[210,243,244],{"class":216},"# 跨平台 NPM\n",[210,246,248,251,253,257],{"class":212,"line":247},5,[210,249,250],{"class":223},"npm",[210,252,228],{"class":227},[210,254,256],{"class":255},"sj4cs"," -g",[210,258,259],{"class":227}," @charmland\u002Fcrush\n",[210,261,263],{"class":212,"line":262},6,[210,264,238],{"emptyLinePlaceholder":237},[210,266,267],{"class":212,"line":5},[210,268,269],{"class":216},"# Go 直装\n",[210,271,272,275,277],{"class":212,"line":8},[210,273,274],{"class":223},"go",[210,276,228],{"class":227},[210,278,279],{"class":227}," github.com\u002Fcharmbracelet\u002Fcrush@latest\n",[210,281,283],{"class":212,"line":282},9,[210,284,238],{"emptyLinePlaceholder":237},[210,286,287],{"class":212,"line":7},[210,288,289],{"class":216},"# 配置 API Key（任选）\n",[210,291,293,297,301,304],{"class":212,"line":292},11,[210,294,296],{"class":295},"szBVR","export",[210,298,300],{"class":299},"sVt8B"," ANTHROPIC_API_KEY",[210,302,303],{"class":295},"=",[210,305,306],{"class":227},"\"sk-ant-...\"\n",[210,308,310,312,315,317],{"class":212,"line":309},12,[210,311,296],{"class":295},[210,313,314],{"class":299}," OPENAI_API_KEY",[210,316,303],{"class":295},[210,318,319],{"class":227},"\"sk-...\"\n",[210,321,323],{"class":212,"line":322},13,[210,324,238],{"emptyLinePlaceholder":237},[210,326,328],{"class":212,"line":327},14,[210,329,330],{"class":216},"# 启动\n",[210,332,334],{"class":212,"line":333},15,[210,335,336],{"class":223},"crush\n",[210,338,340],{"class":212,"line":339},16,[210,341,238],{"emptyLinePlaceholder":237},[210,343,345],{"class":212,"line":344},17,[210,346,347],{"class":216},"# Ctrl+P → Switch Model 切换；Ctrl+S 切 session；输入 \u002Fhelp 看命令\n",[32,349,350,352],{},[105,351,192],{}," 加 Z.AI GLM Coding Plan 自定义 provider：",[201,354,358],{"className":355,"code":356,"language":357,"meta":206,"style":206},"language-json shiki shiki-themes github-light github-dark","{\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","json",[105,359,360,365,373,380,394,406,418,428,433,438],{"__ignoreMap":206},[210,361,362],{"class":212,"line":213},[210,363,364],{"class":299},"{\n",[210,366,367,370],{"class":212,"line":220},[210,368,369],{"class":255},"  \"providers\"",[210,371,372],{"class":299},": {\n",[210,374,375,378],{"class":212,"line":234},[210,376,377],{"class":255},"    \"zai\"",[210,379,372],{"class":299},[210,381,382,385,388,391],{"class":212,"line":241},[210,383,384],{"class":255},"      \"id\"",[210,386,387],{"class":299},": ",[210,389,390],{"class":227},"\"zai\"",[210,392,393],{"class":299},",\n",[210,395,396,399,401,404],{"class":212,"line":247},[210,397,398],{"class":255},"      \"name\"",[210,400,387],{"class":299},[210,402,403],{"class":227},"\"ZAI Provider\"",[210,405,393],{"class":299},[210,407,408,411,413,416],{"class":212,"line":262},[210,409,410],{"class":255},"      \"base_url\"",[210,412,387],{"class":299},[210,414,415],{"class":227},"\"https:\u002F\u002Fapi.z.ai\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4\"",[210,417,393],{"class":299},[210,419,420,423,425],{"class":212,"line":5},[210,421,422],{"class":255},"      \"api_key\"",[210,424,387],{"class":299},[210,426,427],{"class":227},"\"your_api_key\"\n",[210,429,430],{"class":212,"line":8},[210,431,432],{"class":299},"    }\n",[210,434,435],{"class":212,"line":282},[210,436,437],{"class":299},"  }\n",[210,439,440],{"class":212,"line":7},[210,441,442],{"class":299},"}\n",[27,444,445],{"id":445},"对比",[447,448,449,470],"table",{},[450,451,452],"thead",{},[453,454,455,459,461,464,467],"tr",{},[456,457,458],"th",{},"维度",[456,460,11],{},[456,462,463],{},"Claude Code",[456,465,466],{},"Aider",[456,468,469],{},"Codex CLI",[471,472,473,491,508,523,538,553,565,581,597,613],"tbody",{},[453,474,475,479,482,485,488],{},[476,477,478],"td",{},"TUI 颜值",[476,480,481],{},"✅ 顶级",[476,483,484],{},"✅ 良好",[476,486,487],{},"文本朴素",[476,489,490],{},"一般",[453,492,493,496,499,502,505],{},[476,494,495],{},"多模型切换",[476,497,498],{},"✅ mid-session",[476,500,501],{},"Claude only",[476,503,504],{},"✅ 任意",[476,506,507],{},"OpenAI only",[453,509,510,513,516,519,521],{},[476,511,512],{},"LSP",[476,514,515],{},"✅",[476,517,518],{},"–",[476,520,518],{},[476,522,518],{},[453,524,525,528,531,533,535],{},[476,526,527],{},"MCP",[476,529,530],{},"✅ 全 transport",[476,532,530],{},[476,534,518],{},[476,536,537],{},"部分",[453,539,540,543,546,549,551],{},[476,541,542],{},"Skills",[476,544,545],{},"✅ 标准",[476,547,548],{},"✅ Skills 体系",[476,550,518],{},[476,552,518],{},[453,554,555,557,559,561,563],{},[476,556,74],{},[476,558,515],{},[476,560,515],{},[476,562,518],{},[476,564,518],{},[453,566,567,570,573,576,579],{},[476,568,569],{},"协议",[476,571,572],{},"FSL-1.1-MIT",[476,574,575],{},"闭源",[476,577,578],{},"Apache 2.0",[476,580,575],{},[453,582,583,586,589,592,595],{},[476,584,585],{},"平台",[476,587,588],{},"极广",[476,590,591],{},"macOS\u002FLinux\u002FWin",[476,593,594],{},"全平台",[476,596,591],{},[453,598,599,602,605,608,610],{},[476,600,601],{},"起价",[476,603,604],{},"$0 + API 费",[476,606,607],{},"API 费 \u002F Pro",[476,609,604],{},[476,611,612],{},"API 费 \u002F Plus",[453,614,615,618,621,624,627],{},[476,616,617],{},"适合",[476,619,620],{},"终端 + 多模型 + Power user",[476,622,623],{},"Anthropic 生态",[476,625,626],{},"Git refactor",[476,628,629],{},"OpenAI 生态",[27,631,632],{"id":632},"避坑",[42,634,635,641,653,659,665,671,677,683,689],{},[45,636,637,640],{},[48,638,639],{},"FSL 协议商业审查","：商业竞品场景前法务过一遍，2 年后转 MIT",[45,642,643,646,647,650,651],{},[48,644,645],{},"API Key 管理","：用 ",[105,648,649],{},"pass"," \u002F 1Password CLI \u002F direnv，不硬编码 ",[105,652,192],{},[45,654,655,658],{},[48,656,657],{},"breaking change 跟进","：160+ releases 节奏快，pin 版本到 stable",[45,660,661,664],{},[48,662,663],{},"LSP 启动慢","：大项目首次启动数秒，正常现象",[45,666,667,670],{},[48,668,669],{},"Ollama 本地优先","：日常简单任务跑 7B，复杂任务再切云",[45,672,673,676],{},[48,674,675],{},"Windows 用 WSL","：原生 PowerShell 有 ANSI 渲染坑",[45,678,679,682],{},[48,680,681],{},"AGENTS.md 写好","：项目 context 决定 80% 体验，按官方模板写",[45,684,685,688],{},[48,686,687],{},"session 切换勤快点","：不同任务开不同 session，history 干净",[45,690,691,694],{},[48,692,693],{},"MCP server 信任评估","：装新 MCP 前看 source \u002F 权限",[27,696,698],{"id":697},"适合-不适合","适合 \u002F 不适合",[42,700,701,704,707,710,713,716,719,722],{},[45,702,703],{},"✅ 终端主力 \u002F SSH 远程开发",[45,705,706],{},"✅ 多模型用户（Claude + GPT + Gemini + Ollama 一起用）",[45,708,709],{},"✅ Go \u002F Rust \u002F TS \u002F Python 大型项目（LSP 加成大）",[45,711,712],{},"✅ 不想被单一 vendor 绑定",[45,714,715],{},"❌ 纯 GUI \u002F IDE 党",[45,717,718],{},"❌ 要 Anthropic 官方 Skills 体系（用 Claude Code）",[45,720,721],{},"❌ 要 OpenAI 桌面深度（用 Codex）",[45,723,724],{},"❌ 商业竞品 \u002F 法务严格场景（FSL 协议要审）",[27,726,727],{"id":727},"相关阅读",[42,729,730,736,741],{},[45,731,732],{},[733,734,735],"a",{"href":15},"Claude Code 评测",[45,737,738],{},[733,739,740],{"href":18},"Aider 评测",[45,742,743],{},[733,744,745],{"href":21},"Codex 评测",[27,747,748],{"id":748},"来源",[750,751,752,760,767,774],"ol",{},[45,753,754,755],{},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases \u002F FSL-1.1-MIT）",[733,756,757],{"href":757,"rel":758},"https:\u002F\u002Fgithub.com\u002Fcharmbracelet\u002Fcrush",[759],"nofollow",[45,761,762,763],{},"Artificialus — Crush 评测 2026 ",[733,764,765],{"href":765,"rel":766},"https:\u002F\u002Fartificialus.com\u002Fagents\u002Fcrush",[759],[45,768,769,770],{},"Typevar — Crush 入门 + 安装 ",[733,771,772],{"href":772,"rel":773},"https:\u002F\u002Ftypevar.dev\u002Farticles\u002Fcharmbracelet\u002Fcrush",[759],[45,775,776,777],{},"Z.AI Devpack — Crush + GLM Coding Plan 集成 ",[733,778,779],{"href":779,"rel":780},"https:\u002F\u002Fdocs.z.ai\u002Fdevpack\u002Ftool\u002Fcrush",[759],[782,783,784],"style",{},"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":206,"searchDepth":234,"depth":234,"links":786},[787,788,789,790,791,792,793,794,795,796],{"id":29,"depth":220,"text":30},{"id":40,"depth":220,"text":40},{"id":112,"depth":220,"text":112},{"id":132,"depth":220,"text":133},{"id":199,"depth":220,"text":199},{"id":445,"depth":220,"text":445},{"id":632,"depth":220,"text":632},{"id":697,"depth":220,"text":698},{"id":727,"depth":220,"text":727},{"id":748,"depth":220,"text":748},"desktop","\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。",false,"md",[803,806,809,812],{"q":804,"a":805},"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":807,"a":808},"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":810,"a":811},"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":813,"a":814},"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。",[816],"en",{},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush","agent",[821,822,823,824,825,826,827],"macos","linux","windows","freebsd","openbsd","netbsd","android",[829],{"plan":119,"price":830,"features":831,"notes":832},"$0","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","2026-06-19",[836],{"name":837,"url":838},"终端 AI Agent 工作流","\u002Fplaybook\u002Fonboarding\u002Fterminal-ai-agent-workflow",{"power":247,"ux":247,"price":247,"cn_support":234,"stability":241},{"title":11,"description":799},"agent\u002Fdesktop\u002Fcrush",[843,846,848,850],{"name":844,"url":757,"accessed":845},"Charmbracelet\u002Fcrush GitHub（24.7k stars \u002F 160 releases）","2026-06-24",{"name":847,"url":765,"accessed":845},"Artificialus — Crush 评测（功能 \u002F 协议 \u002F 平台覆盖）",{"name":849,"url":772,"accessed":845},"Typevar — Crush 入门 + 使用场景",{"name":851,"url":779,"accessed":845},"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",[855,856,857,858,859,860,861],"terminal-agent","tui","multi-model","lsp","mcp","opensource","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",{"ok":237,"slug":865,"viewCount":866,"clickCount":866,"avgRating":866,"ratingCount":866},"agent%2Fdesktop%2Fcrush",0,[868,1536,2172,2743],{"id":869,"title":870,"alternatives":871,"api_compatible":22,"body":881,"category":797,"chinese_friendly":247,"cover":1473,"description":1474,"domestic":800,"extension":801,"faq":1475,"free":800,"github":22,"languages":1488,"meta":1490,"models":22,"navigation":237,"notSuitable":22,"opensource":237,"path":1491,"pillar":819,"platforms":1492,"priceTable":1495,"pricing":1508,"published":834,"relatedPlaybooks":1509,"relatedReviews":22,"score":1513,"self_host":237,"seo":1514,"slug":1515,"sources":1516,"stem":1525,"suitable":22,"tagline":1526,"tags":1527,"updated":845,"verdict":1534,"website":1435,"__hash__":1535},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm.md","AutoGLM",[872,875,878],{"name":873,"url":874},"claude-desktop","\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop",{"name":876,"url":877},"openclaw","\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw",{"name":879,"url":880},"manus","\u002Ftools\u002Fcoding\u002Fagent\u002Fmanus",{"type":24,"value":882,"toc":1461},[883,885,888,891,893,961,963,983,988,992,996,1016,1020,1043,1047,1184,1186,1327,1329,1379,1381,1407,1409,1426,1428,1458],[27,884,30],{"id":29},[32,886,887],{},"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。",[32,889,890],{},"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）。",[27,892,40],{"id":40},[42,894,895,901,907,913,919,925,931,937,943,949,955],{},[45,896,897,900],{},[48,898,899],{},"AutoGLM-Phone-9B","：MIT 协议开源模型，HuggingFace \u002F ModelScope 可下载",[45,902,903,906],{},[48,904,905],{},"Android 适配层","：原生 Android API + Accessibility Service",[45,908,909,912],{},[48,910,911],{},"Remote ADB","：初次配置后通过 WiFi 控制设备，无需 USB",[45,914,915,918],{},[48,916,917],{},"多模态屏幕理解","：截屏 + UI 树双输入，规划 + grounding 分离",[45,920,921,924],{},[48,922,923],{},"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",[45,926,927,930],{},[48,928,929],{},"英文 App 覆盖","：Gmail \u002F Google Maps \u002F X \u002F Reddit \u002F OneStopShop",[45,932,933,936],{},[48,934,935],{},"Web 浏览器智能体","：Chrome 扩展 + VAB-WebArena-Lite 55.2% \u002F 59.1%",[45,938,939,942],{},[48,940,941],{},"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）",[45,944,945,948],{},[48,946,947],{},"Safe Operations","：敏感操作（登录 \u002F 验证码）确认后由人接管",[45,950,951,954],{},[48,952,953],{},"Python API","：几行代码就能跑通自动化任务",[45,956,957,960],{},[48,958,959],{},"私有化部署","：模型 + 框架本地跑，数据 \u002F 日志 \u002F 权限完全自控",[27,962,112],{"id":112},[42,964,965,971,977],{},[45,966,967,970],{},[48,968,969],{},"Open-AutoGLM","：$0；模型 MIT + 代码 Apache 2.0",[45,972,973,976],{},[48,974,975],{},"Chrome 扩展","：$0；Chrome Web Store 装即用",[45,978,979,982],{},[48,980,981],{},"整合产品（智谱清言 App）","：商业服务，价格随订阅",[125,984,985],{},[32,986,987],{},"真实成本 = 0（开源）+ GPU 推理（9B 模型 RTX 4090 一张即可跑）",[27,989,991],{"id":990},"实测开源版本-pixel-6a-ubuntu-2204","实测（开源版本 \u002F Pixel 6a + Ubuntu 22.04）",[32,993,994],{},[48,995,138],{},[42,997,998,1001,1004,1007,1010,1013],{},[45,999,1000],{},"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",[45,1002,1003],{},"中文 App 覆盖度领先：微信 \u002F 美团 \u002F 淘宝跑通率高",[45,1005,1006],{},"模型 9B 可在单卡 4090 + 24GB 显存跑，门槛友好",[45,1008,1009],{},"Remote ADB 让长跑实验摆脱 USB 线",[45,1011,1012],{},"学术 benchmark 数据透明（55.2% \u002F 59.1%）",[45,1014,1015],{},"safe-operation 设计对登录 \u002F 支付环节做人审接管，避免误操作",[32,1017,1018],{},[48,1019,166],{},[42,1021,1022,1025,1028,1031,1034,1037,1040],{},[45,1023,1024],{},"App 版本更新后 UI 元素变化要重新适配",[45,1026,1027],{},"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）",[45,1029,1030],{},"主要面向 Android，iOS 支持空缺",[45,1032,1033],{},"文档以 README + 论文为主，工程化最佳实践薄",[45,1035,1036],{},"国行 App 隐私 \u002F 反爬监测会偶尔拦截",[45,1038,1039],{},"Chrome 扩展 3.4 \u002F 5 评分中等，功能尚可但稳定性一般",[45,1041,1042],{},"整合版（智谱清言）和开源版差异要注意，别混用",[27,1044,1046],{"id":1045},"上手open-autoglm","上手（Open-AutoGLM）",[201,1048,1050],{"className":203,"code":1049,"language":205,"meta":206,"style":206},"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",[105,1051,1052,1063,1085,1089,1094,1105,1109,1114,1146,1150,1155,1166,1176],{"__ignoreMap":206},[210,1053,1054,1057,1060],{"class":212,"line":213},[210,1055,1056],{"class":223},"git",[210,1058,1059],{"class":227}," clone",[210,1061,1062],{"class":227}," https:\u002F\u002Fgithub.com\u002Fzai-org\u002FOpen-AutoGLM\n",[210,1064,1065,1068,1071,1074,1077,1079,1082],{"class":212,"line":220},[210,1066,1067],{"class":255},"cd",[210,1069,1070],{"class":227}," Open-AutoGLM",[210,1072,1073],{"class":299}," && ",[210,1075,1076],{"class":223},"pip",[210,1078,228],{"class":227},[210,1080,1081],{"class":255}," -r",[210,1083,1084],{"class":227}," requirements.txt\n",[210,1086,1087],{"class":212,"line":234},[210,1088,238],{"emptyLinePlaceholder":237},[210,1090,1091],{"class":212,"line":241},[210,1092,1093],{"class":216},"# 下载 9B 模型\n",[210,1095,1096,1099,1102],{"class":212,"line":247},[210,1097,1098],{"class":223},"huggingface-cli",[210,1100,1101],{"class":227}," download",[210,1103,1104],{"class":227}," THUDM\u002FAutoGLM-Phone-9B\n",[210,1106,1107],{"class":212,"line":262},[210,1108,238],{"emptyLinePlaceholder":237},[210,1110,1111],{"class":212,"line":5},[210,1112,1113],{"class":216},"# 配置 ADB（USB 一次）\n",[210,1115,1116,1119,1122,1125,1127,1129,1132,1135,1138,1140,1143],{"class":212,"line":8},[210,1117,1118],{"class":223},"adb",[210,1120,1121],{"class":227}," tcpip",[210,1123,1124],{"class":255}," 5555",[210,1126,1073],{"class":299},[210,1128,1118],{"class":223},[210,1130,1131],{"class":227}," connect",[210,1133,1134],{"class":295}," \u003C",[210,1136,1137],{"class":227},"device-i",[210,1139,32],{"class":299},[210,1141,1142],{"class":295},">",[210,1144,1145],{"class":227},":5555\n",[210,1147,1148],{"class":212,"line":282},[210,1149,238],{"emptyLinePlaceholder":237},[210,1151,1152],{"class":212,"line":7},[210,1153,1154],{"class":216},"# 跑示例任务\n",[210,1156,1157,1160,1163],{"class":212,"line":292},[210,1158,1159],{"class":223},"python",[210,1161,1162],{"class":227}," examples\u002Frun_phone_agent.py",[210,1164,1165],{"class":255}," \\\n",[210,1167,1168,1171,1174],{"class":212,"line":309},[210,1169,1170],{"class":255},"  --model",[210,1172,1173],{"class":227}," THUDM\u002FAutoGLM-Phone-9B",[210,1175,1165],{"class":255},[210,1177,1178,1181],{"class":212,"line":322},[210,1179,1180],{"class":255},"  --task",[210,1182,1183],{"class":227}," \"在小红书搜索罗马旅游攻略并总结景点\"\n",[27,1185,445],{"id":445},[447,1187,1188,1205],{},[450,1189,1190],{},[453,1191,1192,1194,1196,1199,1202],{},[456,1193,458],{},[456,1195,870],{},[456,1197,1198],{},"Claude Desktop",[456,1200,1201],{},"OpenClaw",[456,1203,1204],{},"Anthropic Computer Use",[471,1206,1207,1222,1238,1253,1267,1283,1297,1311],{},[453,1208,1209,1211,1214,1217,1219],{},[476,1210,585],{},[476,1212,1213],{},"Android + Web",[476,1215,1216],{},"macOS \u002F Windows + MCP",[476,1218,591],{},[476,1220,1221],{},"跨平台",[453,1223,1224,1227,1230,1232,1235],{},[476,1225,1226],{},"开源",[476,1228,1229],{},"✅ MIT 模型 + Apache 代码",[476,1231,575],{},[476,1233,1234],{},"✅ MIT",[476,1236,1237],{},"❌",[453,1239,1240,1243,1246,1248,1250],{},[476,1241,1242],{},"中文 App",[476,1244,1245],{},"✅ 50+ 示例",[476,1247,518],{},[476,1249,537],{},[476,1251,1252],{},"弱",[453,1254,1255,1258,1261,1263,1265],{},[476,1256,1257],{},"Phone agent",[476,1259,1260],{},"✅ 9B 模型",[476,1262,1237],{},[476,1264,1237],{},[476,1266,1237],{},[453,1268,1269,1272,1274,1277,1280],{},[476,1270,1271],{},"桌面 agent",[476,1273,1237],{},[476,1275,1276],{},"✅ MCP",[476,1278,1279],{},"✅ Gateway",[476,1281,1282],{},"✅ 原生",[453,1284,1285,1288,1291,1293,1295],{},[476,1286,1287],{},"学术 benchmark",[476,1289,1290],{},"✅ 公开",[476,1292,518],{},[476,1294,518],{},[476,1296,537],{},[453,1298,1299,1302,1304,1306,1309],{},[476,1300,1301],{},"整合 IM",[476,1303,518],{},[476,1305,518],{},[476,1307,1308],{},"✅ 20+ 平台",[476,1310,518],{},[453,1312,1313,1315,1318,1321,1324],{},[476,1314,617],{},[476,1316,1317],{},"国内 App \u002F 研究 \u002F 私有化",[476,1319,1320],{},"MCP 生态桌面",[476,1322,1323],{},"IM 触发个人 agent",[476,1325,1326],{},"跨平台桌面",[27,1328,632],{"id":632},[42,1330,1331,1337,1343,1349,1355,1361,1367,1373],{},[45,1332,1333,1336],{},[48,1334,1335],{},"App 版本敏感","：UI 改动后效果下降，要 pin App 版本或重训样本",[45,1338,1339,1342],{},[48,1340,1341],{},"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",[45,1344,1345,1348],{},[48,1346,1347],{},"iOS 暂缺","：需要 iOS agent 走别的方案",[45,1350,1351,1354],{},[48,1352,1353],{},"Remote ADB 安全","：开放端口必须限内网 + 防火墙",[45,1356,1357,1360],{},[48,1358,1359],{},"国行 App 反爬","：账号风控 \u002F 验证码会触发，必要时 human-in-the-loop",[45,1362,1363,1366],{},[48,1364,1365],{},"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",[45,1368,1369,1372],{},[48,1370,1371],{},"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",[45,1374,1375,1378],{},[48,1376,1377],{},"MIT 模型 + Apache 代码","：商用务必看 LICENSE，企业合规审计要走流程",[27,1380,698],{"id":697},[42,1382,1383,1386,1389,1392,1395,1398,1401,1404],{},[45,1384,1385],{},"✅ GUI agent 学术研究 \u002F 工程团队",[45,1387,1388],{},"✅ 国内 App 自治（微信 \u002F 美团 \u002F 淘宝 \u002F 小红书）",[45,1390,1391],{},"✅ 想本地跑 phone agent + 数据自主",[45,1393,1394],{},"✅ 私有化部署 + 合规需求",[45,1396,1397],{},"❌ 跨平台桌面自动化（Claude Desktop \u002F Anthropic Computer Use）",[45,1399,1400],{},"❌ iOS App 自治",[45,1402,1403],{},"❌ 要 production-grade 稳定性（仍在演进）",[45,1405,1406],{},"❌ 不懂 ADB \u002F Python 部署的纯用户",[27,1408,727],{"id":727},[42,1410,1411,1416,1421],{},[45,1412,1413],{},[733,1414,1415],{"href":874},"Claude Desktop 评测",[45,1417,1418],{},[733,1419,1420],{"href":877},"OpenClaw 评测",[45,1422,1423],{},[733,1424,1425],{"href":880},"Manus 评测",[27,1427,748],{"id":748},[750,1429,1430,1437,1444,1451],{},[45,1431,1432,1433],{},"AutoGLM 项目主页（含 Open-AutoGLM 2025-12-08 发布说明 \u002F benchmark 数据）",[733,1434,1435],{"href":1435,"rel":1436},"https:\u002F\u002Fxiao9905.github.io\u002FAutoGLM",[759],[45,1438,1439,1440],{},"腾讯新闻 — 智谱开源 AutoGLM（32 个月研发 \u002F MIT + Apache 2.0）",[733,1441,1442],{"href":1442,"rel":1443},"https:\u002F\u002Fnews.qq.com\u002Frain\u002Fa\u002F20251209A05V1G00",[759],[45,1445,1446,1447],{},"AutoGLM arXiv 论文 ",[733,1448,1449],{"href":1449,"rel":1450},"https:\u002F\u002Farxiv.org\u002Fabs\u002F2411.00820",[759],[45,1452,1453,1454],{},"Chrome Web Store — 智谱清言 ChatGLM & AutoGLM 工作学习 AI 助手 ",[733,1455,1456],{"href":1456,"rel":1457},"https:\u002F\u002Fchromewebstore.google.com\u002Fdetail\u002Fmnpdbmgpebfihcndnpgdaihnkmloclkd",[759],[782,1459,1460],{},"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":206,"searchDepth":234,"depth":234,"links":1462},[1463,1464,1465,1466,1467,1468,1469,1470,1471,1472],{"id":29,"depth":220,"text":30},{"id":40,"depth":220,"text":40},{"id":112,"depth":220,"text":112},{"id":990,"depth":220,"text":991},{"id":1045,"depth":220,"text":1046},{"id":445,"depth":220,"text":445},{"id":632,"depth":220,"text":632},{"id":697,"depth":220,"text":698},{"id":727,"depth":220,"text":727},{"id":748,"depth":220,"text":748},"\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。",[1476,1479,1482,1485],{"q":1477,"a":1478},"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":1480,"a":1481},"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":1483,"a":1484},"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":1486,"a":1487},"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。",[1489,816],"zh",{},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm",[827,1493,1494],"chrome-extension","web",[1496,1499,1503],{"plan":969,"price":830,"features":1497,"notes":1498},"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":1500,"price":830,"features":1501,"notes":1502},"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":1504,"price":1505,"features":1506,"notes":1507},"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",[1510],{"name":1511,"url":1512},"GUI Agent 工程化","\u002Fplaybook\u002Fonboarding\u002Fgui-agent-engineering",{"power":241,"ux":241,"price":247,"cn_support":247,"stability":234},{"title":870,"description":1474},"agent\u002Fdesktop\u002Fautoglm",[1517,1519,1521,1523],{"name":1518,"url":1435,"accessed":845},"AutoGLM 项目主页（清华 \u002F Z.AI）",{"name":1520,"url":1442,"accessed":845},"腾讯新闻 — 智谱开源 AutoGLM",{"name":1522,"url":1449,"accessed":845},"AutoGLM arXiv 论文 2411.00820",{"name":1524,"url":1456,"accessed":845},"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",[1528,1529,1530,860,1531,1532,1533],"gui-agent","mobile-agent","browser-agent","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":1537,"title":1198,"alternatives":1538,"api_compatible":22,"body":1544,"category":797,"chinese_friendly":234,"cover":2104,"description":2105,"domestic":800,"extension":801,"faq":2106,"free":800,"github":22,"languages":2119,"meta":2121,"models":22,"navigation":237,"notSuitable":22,"opensource":800,"path":874,"pillar":819,"platforms":2122,"priceTable":2123,"pricing":2145,"published":834,"relatedPlaybooks":2146,"relatedReviews":22,"score":2150,"self_host":800,"seo":2151,"slug":2152,"sources":2153,"stem":2162,"suitable":22,"tagline":2163,"tags":2164,"updated":845,"verdict":2169,"website":2170,"__hash__":2171},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop.md",[1539,1540,1542],{"name":876,"url":877},{"name":1541,"url":1491},"autoglm",{"name":1543,"url":818},"crush",{"type":24,"value":1545,"toc":2092},[1546,1548,1551,1554,1556,1624,1626,1662,1667,1671,1675,1695,1699,1722,1724,1742,1814,1819,1821,1954,1956,2011,2013,2039,2041,2057,2059,2089],[27,1547,30],{"id":29},[32,1549,1550],{},"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。",[32,1552,1553],{},"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）。",[27,1555,40],{"id":40},[42,1557,1558,1564,1570,1576,1582,1588,1594,1600,1606,1612,1618],{},[45,1559,1560,1563],{},[48,1561,1562],{},"原生 MCP 支持","：stdio \u002F SSE \u002F HTTP transport，工具调用直接进入对话",[45,1565,1566,1569],{},[48,1567,1568],{},".mcpb Extensions","：一键双击安装，含 Node.js \u002F Python 依赖全打包",[45,1571,1572,1575],{},[48,1573,1574],{},"Connectors 面板","：+ 菜单浏览 \u002F 启用主流 MCP server",[45,1577,1578,1581],{},[48,1579,1580],{},"手动 JSON 配置","：Settings → Developer → Edit Config 完全控制",[45,1583,1584,1587],{},[48,1585,1586],{},"Projects","：跨会话共享 system prompt + 文件 + 知识库",[45,1589,1590,1593],{},[48,1591,1592],{},"Artifacts","：HTML \u002F React \u002F Markdown 实时预览",[45,1595,1596,1599],{},[48,1597,1598],{},"多模态","：图片 + PDF + CSV 上传分析",[45,1601,1602,1605],{},[48,1603,1604],{},"Opus \u002F Sonnet \u002F Haiku 三档","：按任务难度切换",[45,1607,1608,1611],{},[48,1609,1610],{},"Computer Use（Sonnet 4.6+）","：跨平台桌面操作（API 形式）",[45,1613,1614,1617],{},[48,1615,1616],{},"Team Projects","：共享 prompt + admin + 用量分配",[45,1619,1620,1623],{},[48,1621,1622],{},"Enterprise","：SSO + SCIM + 审计 + DLP + 数据保留策略",[27,1625,112],{"id":112},[42,1627,1628,1633,1639,1645,1651,1657],{},[45,1629,1630,1632],{},[48,1631,119],{},"：$0；基础访问 + MCP 支持",[45,1634,1635,1638],{},[48,1636,1637],{},"Pro","：$20\u002F月；Opus + Projects + 5x 配额",[45,1640,1641,1644],{},[48,1642,1643],{},"Max","：$100\u002F月；5x Pro 用量 + 优先速度",[45,1646,1647,1650],{},[48,1648,1649],{},"Max+","：$200\u002F月；20x Pro 用量",[45,1652,1653,1656],{},[48,1654,1655],{},"Team","：$30\u002Fuser·月（最少 5 人，年付）",[45,1658,1659,1661],{},[48,1660,1622],{},"：Custom",[125,1663,1664],{},[32,1665,1666],{},"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。",[27,1668,1670],{"id":1669},"实测开发者主力-macos-windows-双开","实测（开发者主力 \u002F macOS \u002F Windows 双开）",[32,1672,1673],{},[48,1674,138],{},[42,1676,1677,1680,1683,1686,1689,1692],{},[45,1678,1679],{},".mcpb 让非工程师用户也能装上 GitHub \u002F filesystem \u002F SQLite 工具",[45,1681,1682],{},"Opus 推理质量在所有桌面 agent 中最强",[45,1684,1685],{},"Projects 跨会话保留上下文非常省 token",[45,1687,1688],{},"MCP 工具调用 + Artifacts 预览同窗体验流畅",[45,1690,1691],{},"Anthropic 官方更新节奏稳，2026 几乎每月有功能",[45,1693,1694],{},"Settings → Developer → Edit Config 一键打开配置，路径不再坑用户",[32,1696,1697],{},[48,1698,166],{},[42,1700,1701,1704,1707,1710,1713,1716,1719],{},[45,1702,1703],{},"中国大陆访问 + 支付都受限",[45,1705,1706],{},"MCP 配置错误的报错很简短，要看 Console \u002F Log",[45,1708,1709],{},"大文件 \u002F 长上下文偶尔出现 token 计费偏高",[45,1711,1712],{},"Linux 版本更新偶尔落后 macOS \u002F Windows",[45,1714,1715],{},".mcpb 包格式更换（.dxt → .mcpb）期间的旧包还在用，命名混乱",[45,1717,1718],{},"Free 配额限制偏紧，体验完整流程几乎要 Pro",[45,1720,1721],{},"多账户切换不友好，企业 + 个人共用要登出登入",[27,1723,199],{"id":199},[750,1725,1726,1729,1736,1739],{},[45,1727,1728],{},"claude.ai\u002Fdownload → 下载对应系统客户端 → 安装登录",[45,1730,1731],{},[42,1732,1733],{},[45,1734,1735],{},"菜单 → Connectors → 浏览主流 MCP server（filesystem \u002F GitHub \u002F Slack \u002F Postgres）",[45,1737,1738],{},"或 Settings → Extensions → 下载 .mcpb 文件 → 双击安装",[45,1740,1741],{},"或 Settings → Developer → Edit Config → 手动加：",[201,1743,1745],{"className":355,"code":1744,"language":357,"meta":206,"style":206},"{\n  \"mcpServers\": {\n    \"filesystem\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@modelcontextprotocol\u002Fserver-filesystem\", \"\u002FUsers\u002Fyou\u002Fwork\"]\n    }\n  }\n}\n",[105,1746,1747,1751,1758,1765,1777,1802,1806,1810],{"__ignoreMap":206},[210,1748,1749],{"class":212,"line":213},[210,1750,364],{"class":299},[210,1752,1753,1756],{"class":212,"line":220},[210,1754,1755],{"class":255},"  \"mcpServers\"",[210,1757,372],{"class":299},[210,1759,1760,1763],{"class":212,"line":234},[210,1761,1762],{"class":255},"    \"filesystem\"",[210,1764,372],{"class":299},[210,1766,1767,1770,1772,1775],{"class":212,"line":241},[210,1768,1769],{"class":255},"      \"command\"",[210,1771,387],{"class":299},[210,1773,1774],{"class":227},"\"npx\"",[210,1776,393],{"class":299},[210,1778,1779,1782,1785,1788,1791,1794,1796,1799],{"class":212,"line":247},[210,1780,1781],{"class":255},"      \"args\"",[210,1783,1784],{"class":299},": [",[210,1786,1787],{"class":227},"\"-y\"",[210,1789,1790],{"class":299},", ",[210,1792,1793],{"class":227},"\"@modelcontextprotocol\u002Fserver-filesystem\"",[210,1795,1790],{"class":299},[210,1797,1798],{"class":227},"\"\u002FUsers\u002Fyou\u002Fwork\"",[210,1800,1801],{"class":299},"]\n",[210,1803,1804],{"class":212,"line":262},[210,1805,432],{"class":299},[210,1807,1808],{"class":212,"line":5},[210,1809,437],{"class":299},[210,1811,1812],{"class":212,"line":8},[210,1813,442],{"class":299},[750,1815,1816],{"start":247},[45,1817,1818],{},"重启 Claude Desktop → 看到对话框右下角 🔨 工具图标 → 测试 \"list files in \u002FUsers\u002Fyou\u002Fwork\"",[27,1820,445],{"id":445},[447,1822,1823,1839],{},[450,1824,1825],{},[453,1826,1827,1829,1831,1834,1837],{},[456,1828,458],{},[456,1830,1198],{},[456,1832,1833],{},"ChatGPT Desktop",[456,1835,1836],{},"Cursor",[456,1838,1201],{},[471,1840,1841,1856,1871,1884,1900,1912,1925,1938],{},[453,1842,1843,1846,1849,1852,1854],{},[476,1844,1845],{},"原生 MCP",[476,1847,1848],{},"✅ 旗舰",[476,1850,1851],{},"部分（GPT Actions）",[476,1853,537],{},[476,1855,1279],{},[453,1857,1858,1861,1864,1866,1869],{},[476,1859,1860],{},"一键扩展安装",[476,1862,1863],{},"✅ .mcpb",[476,1865,518],{},[476,1867,1868],{},"✅ 部分",[476,1870,518],{},[453,1872,1873,1876,1878,1880,1882],{},[476,1874,1875],{},"桌面 \u002F 文件系统",[476,1877,515],{},[476,1879,515],{},[476,1881,515],{},[476,1883,515],{},[453,1885,1886,1889,1892,1895,1898],{},[476,1887,1888],{},"模型",[476,1890,1891],{},"Claude（Opus \u002F Sonnet）",[476,1893,1894],{},"GPT-5.x",[476,1896,1897],{},"多模型",[476,1899,1897],{},[453,1901,1902,1904,1906,1908,1910],{},[476,1903,1226],{},[476,1905,1237],{},[476,1907,1237],{},[476,1909,1237],{},[476,1911,1234],{},[453,1913,1914,1917,1919,1921,1923],{},[476,1915,1916],{},"中国大陆支付",[476,1918,1237],{},[476,1920,1237],{},[476,1922,1237],{},[476,1924,515],{},[453,1926,1927,1929,1932,1934,1936],{},[476,1928,601],{},[476,1930,1931],{},"$20\u002F月",[476,1933,1931],{},[476,1935,1931],{},[476,1937,830],{},[453,1939,1940,1942,1945,1948,1951],{},[476,1941,617],{},[476,1943,1944],{},"MCP 生态 + Claude 派",[476,1946,1947],{},"OpenAI 派",[476,1949,1950],{},"代码主力",[476,1952,1953],{},"自托管 IM 触发",[27,1955,632],{"id":632},[42,1957,1958,1964,1970,1976,1982,1988,1994,2000,2006],{},[45,1959,1960,1963],{},[48,1961,1962],{},"配置文件路径常错","：用 Settings → Developer → Edit Config 一键打开，不要手输路径",[45,1965,1966,1969],{},[48,1967,1968],{},"JSON 必须合法","：注释 \u002F 尾逗号会报错，建议 VS Code 校验",[45,1971,1972,1975],{},[48,1973,1974],{},"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",[45,1977,1978,1981],{},[48,1979,1980],{},"NPM 依赖卡住","：npx 首次拉包慢，设置代理或预跑一次再用",[45,1983,1984,1987],{},[48,1985,1986],{},"环境变量隔离","：每个 MCP server 的 env 只对该 server 可见，避免泄露",[45,1989,1990,1993],{},[48,1991,1992],{},"filesystem 限定路径","：args 里只给必要目录，不要给 \u002F 或整个 home",[45,1995,1996,1999],{},[48,1997,1998],{},".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",[45,2001,2002,2005],{},[48,2003,2004],{},"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",[45,2007,2008,2010],{},[48,2009,1574],{}," 偶有 server 不可用，回退到 JSON 手动配置",[27,2012,698],{"id":697},[42,2014,2015,2018,2021,2024,2027,2030,2033,2036],{},[45,2016,2017],{},"✅ Claude Opus \u002F Sonnet 重度用户",[45,2019,2020],{},"✅ 想打通文件系统 \u002F DB \u002F GitHub \u002F 浏览器自动化的开发者",[45,2022,2023],{},"✅ 团队协作通过 Team Projects 共享上下文",[45,2025,2026],{},"✅ MCP 生态早期采用者 \u002F 工具开发者",[45,2028,2029],{},"❌ 中国大陆企业要正规付费 + 合规",[45,2031,2032],{},"❌ 纯代码工作流（Cursor \u002F Continue 更顺）",[45,2034,2035],{},"❌ 预算极紧（Free 配额很快耗尽）",[45,2037,2038],{},"❌ 要自托管 + 数据完全自主（走 OpenClaw \u002F 自家方案）",[27,2040,727],{"id":727},[42,2042,2043,2047,2052],{},[45,2044,2045],{},[733,2046,1420],{"href":877},[45,2048,2049],{},[733,2050,2051],{"href":1491},"AutoGLM 评测",[45,2053,2054],{},[733,2055,2056],{"href":818},"Crush 评测",[27,2058,748],{"id":748},[750,2060,2061,2068,2075,2082],{},[45,2062,2063,2064],{},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt 改名 2025-09）",[733,2065,2066],{"href":2066,"rel":2067},"https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fdesktop-extensions",[759],[45,2069,2070,2071],{},"Toolradar — Claude Desktop MCP Server Setup 2026（路径 \u002F 配置示例）",[733,2072,2073],{"href":2073,"rel":2074},"https:\u002F\u002Ftoolradar.com\u002Fblog\u002Fclaude-desktop-mcp-server-setup",[759],[45,2076,2077,2078],{},"MCP Playground — Complete 2026 Setup Guide ",[733,2079,2080],{"href":2080,"rel":2081},"https:\u002F\u002Fmcpplaygroundonline.com\u002Fblog\u002Fhow-to-setup-mcp-claude-desktop",[759],[45,2083,2084,2085],{},"Anthropic — Pricing（Pro $20 \u002F Max $100 \u002F Max+ $200 \u002F Team $30 \u002F Enterprise）",[733,2086,2087],{"href":2087,"rel":2088},"https:\u002F\u002Fwww.anthropic.com\u002Fpricing",[759],[782,2090,2091],{},"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":206,"searchDepth":234,"depth":234,"links":2093},[2094,2095,2096,2097,2098,2099,2100,2101,2102,2103],{"id":29,"depth":220,"text":30},{"id":40,"depth":220,"text":40},{"id":112,"depth":220,"text":112},{"id":1669,"depth":220,"text":1670},{"id":199,"depth":220,"text":199},{"id":445,"depth":220,"text":445},{"id":632,"depth":220,"text":632},{"id":697,"depth":220,"text":698},{"id":727,"depth":220,"text":727},{"id":748,"depth":220,"text":748},"\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。",[2107,2110,2113,2116],{"q":2108,"a":2109},"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":2111,"a":2112},".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":2114,"a":2115},"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":2117,"a":2118},"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。",[816,1489,2120],"multi",{},[821,823,822],[2124,2127,2130,2134,2138,2142],{"plan":119,"price":830,"features":2125,"notes":2126},"基础 Claude Sonnet + MCP 支持 + 有限 message","试水 \u002F 个人轻度",{"plan":1637,"price":1931,"features":2128,"notes":2129},"更多 message + Opus 模型 + Projects + 优先速度","个人主力",{"plan":1643,"price":2131,"features":2132,"notes":2133},"$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":1649,"price":2135,"features":2136,"notes":2137},"$200\u002F月","20x Pro 用量 + research preview 优先","极重度 \u002F Power user",{"plan":1655,"price":2139,"features":2140,"notes":2141},"$30\u002Fuser·月","共享 Projects + admin + 用量分配 + 集中计费（最少 5 人）","小团队",{"plan":1622,"price":1505,"features":2143,"notes":2144},"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",[2147],{"name":2148,"url":2149},"MCP 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node",[45,2770,2771,2774],{},[48,2772,2773],{},"Skills 插件系统","：YAML 描述 + 一键安装 + ClawHub 5400+ 社区市场",[45,2776,2777,2780],{},[48,2778,2779],{},"多 Agent 隔离","：work \u002F personal \u002F test 角色独立记忆 + 任务",[45,2782,2783,2786],{},[48,2784,2785],{},"30 分钟 Heartbeat","：真正 7×24 主动运行",[45,2788,2789,2792],{},[48,2790,2791],{},"Cron 调度","：自然语言生成定时任务，无需写 Cron 表达式",[45,2794,2795,2798],{},[48,2796,2797],{},"本地长期记忆","：~\u002F.openclaw\u002Fmemory\u002Flong-term.json",[45,2800,2801,2804],{},[48,2802,2803],{},"沙箱权限模式","：区分敏感操作权限，避免误操作",[45,2806,2807,2810],{},[48,2808,2809],{},"多 LLM provider","：GPT \u002F Claude \u002F Gemini \u002F 本地 Ollama \u002F Z.AI \u002F OpenRouter",[45,2812,2813,2816],{},[48,2814,2815],{},"MCP 兼容","：可调用 MCP server",[45,2818,2819,2822],{},[48,2820,2821],{},"Web Control UI","：浏览器仪表盘（chat \u002F config \u002F sessions \u002F nodes）",[45,2824,2825,2828],{},[48,2826,2827],{},"macOS app + iOS \u002F Android 移动 node","：跨设备触发",[27,2830,112],{"id":112},[42,2832,2833,2839,2842],{},[45,2834,2835,2838],{},[48,2836,2837],{},"Self-host OSS","：$0；MIT 完全开放",[45,2840,2841],{},"真实成本 = LLM API（GPT \u002F Claude 走 API 计费）或 $0（本地 Ollama）",[45,2843,2844],{},"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",[27,2846,2848],{"id":2847},"实测个人-724-监控告警-简报","实测（个人 7×24 + 监控告警 + 简报）",[32,2850,2851],{},[48,2852,138],{},[42,2854,2855,2858,2861,2864,2867,2870,2873],{},[45,2856,2857],{},"IM 一句话支使 AI 体验是真『未来感』，离开电脑也能干活",[45,2859,2860],{},"Heartbeat 让定时任务 + 监控钩子真正后台运行，不靠操作系统 Cron",[45,2862,2863],{},"ClawHub 5400+ Skills 覆盖几乎所有日常需求",[45,2865,2866],{},"多 Agent 隔离让工作 \u002F 生活 prompt 不串",[45,2868,2869],{},"本地 Ollama 路径让数据 + 隐私完全自主",[45,2871,2872],{},"微信 \u002F 钉钉 \u002F 飞书 plugin 让国内用户无网络 \u002F 支付门槛",[45,2874,2875],{},"MIT 协议 + 社区驱动，企业内部部署合规友好",[32,2877,2878],{},[48,2879,166],{},[42,2881,2882,2885,2888,2891,2894,2897,2900,2903],{},[45,2883,2884],{},"Node 24 推荐 \u002F 22 LTS 兜底，Node 18 已经勉强（最新 Skill 偶有兼容问题）",[45,2886,2887],{},"Skill 质量参差，社区 5400+ 里要挑信任作者",[45,2889,2890],{},"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",[45,2892,2893],{},"多 Agent 隔离的 memory 文件可能膨胀，要定期清理",[45,2895,2896],{},"Heartbeat 频繁触发 LLM 调用会推高 API 费用，预算控制要配 budget cap",[45,2898,2899],{},"Web Control UI 在大量 session 下渲染偏慢",[45,2901,2902],{},"沙箱模式默认权限保守，复杂自动化要手动放权",[45,2904,2905],{},"Windows 纯生兼容差，建议 WSL2 \u002F Docker 路径",[27,2907,199],{"id":199},[201,2909,2911],{"className":203,"code":2910,"language":205,"meta":206,"style":206},"# 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",[105,2912,2913,2918,2929,2936,2940,2945,2964,2974,2979,2983,2988,2997,3018,3022,3027,3034,3038,3042,3050],{"__ignoreMap":206},[210,2914,2915],{"class":212,"line":213},[210,2916,2917],{"class":216},"# 方法一：NPM\n",[210,2919,2920,2922,2924,2926],{"class":212,"line":220},[210,2921,250],{"class":223},[210,2923,228],{"class":227},[210,2925,256],{"class":255},[210,2927,2928],{"class":227}," openclaw\n",[210,2930,2931,2933],{"class":212,"line":234},[210,2932,876],{"class":223},[210,2934,2935],{"class":255}," --version\n",[210,2937,2938],{"class":212,"line":241},[210,2939,238],{"emptyLinePlaceholder":237},[210,2941,2942],{"class":212,"line":247},[210,2943,2944],{"class":216},"# 方法二：Docker\n",[210,2946,2947,2950,2953,2956,2959,2962],{"class":212,"line":262},[210,2948,2949],{"class":223},"docker",[210,2951,2952],{"class":227}," run",[210,2954,2955],{"class":255}," -d",[210,2957,2958],{"class":255}," --name",[210,2960,2961],{"class":227}," openclaw",[210,2963,1165],{"class":255},[210,2965,2966,2969,2972],{"class":212,"line":5},[210,2967,2968],{"class":255},"  -v",[210,2970,2971],{"class":227}," ~\u002F.openclaw:\u002Froot\u002F.openclaw",[210,2973,1165],{"class":255},[210,2975,2976],{"class":212,"line":8},[210,2977,2978],{"class":227},"  openclaw\u002Fopenclaw:latest\n",[210,2980,2981],{"class":212,"line":282},[210,2982,238],{"emptyLinePlaceholder":237},[210,2984,2985],{"class":212,"line":7},[210,2986,2987],{"class":216},"# 方法三：源码\n",[210,2989,2990,2992,2994],{"class":212,"line":292},[210,2991,1056],{"class":223},[210,2993,1059],{"class":227},[210,2995,2996],{"class":227}," https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\n",[210,2998,2999,3001,3003,3005,3007,3009,3011,3013,3015],{"class":212,"line":309},[210,3000,1067],{"class":255},[210,3002,2961],{"class":227},[210,3004,1073],{"class":299},[210,3006,250],{"class":223},[210,3008,228],{"class":227},[210,3010,1073],{"class":299},[210,3012,250],{"class":223},[210,3014,2952],{"class":227},[210,3016,3017],{"class":227}," start\n",[210,3019,3020],{"class":212,"line":322},[210,3021,238],{"emptyLinePlaceholder":237},[210,3023,3024],{"class":212,"line":327},[210,3025,3026],{"class":216},"# 引导配置（model \u002F channel \u002F 权限）\n",[210,3028,3029,3031],{"class":212,"line":333},[210,3030,876],{"class":223},[210,3032,3033],{"class":227}," onboard\n",[210,3035,3036],{"class":212,"line":339},[210,3037,238],{"emptyLinePlaceholder":237},[210,3039,3040],{"class":212,"line":344},[210,3041,330],{"class":216},[210,3043,3045,3047],{"class":212,"line":3044},18,[210,3046,876],{"class":223},[210,3048,3049],{"class":216},"                 # CLI\n",[210,3051,3053,3055,3058],{"class":212,"line":3052},19,[210,3054,876],{"class":223},[210,3056,3057],{"class":227}," dashboard",[210,3059,3060],{"class":216},"       # Web UI\n",[32,3062,3063],{},"配本地免费 Ollama：",[201,3065,3067],{"className":203,"code":3066,"language":205,"meta":206,"style":206},"ollama pull llama3\nopenclaw config set ai.provider \"ollama\"\n",[105,3068,3069,3080],{"__ignoreMap":206},[210,3070,3071,3074,3077],{"class":212,"line":213},[210,3072,3073],{"class":223},"ollama",[210,3075,3076],{"class":227}," pull",[210,3078,3079],{"class":227}," llama3\n",[210,3081,3082,3084,3087,3090,3093],{"class":212,"line":220},[210,3083,876],{"class":223},[210,3085,3086],{"class":227}," config",[210,3088,3089],{"class":227}," set",[210,3091,3092],{"class":227}," ai.provider",[210,3094,3095],{"class":227}," \"ollama\"\n",[27,3097,445],{"id":445},[447,3099,3100,3114],{},[450,3101,3102],{},[453,3103,3104,3106,3108,3110,3112],{},[456,3105,458],{},[456,3107,1201],{},[456,3109,1198],{},[456,3111,870],{},[456,3113,11],{},[471,3115,3116,3133,3147,3161,3177,3190,3202,3217,3232,3246],{},[453,3117,3118,3121,3124,3127,3130],{},[476,3119,3120],{},"形态",[476,3122,3123],{},"IM 网关 + 多 Agent 自治",[476,3125,3126],{},"桌面客户端 + MCP",[476,3128,3129],{},"Phone\u002FWeb GUI agent",[476,3131,3132],{},"终端 TUI agent",[453,3134,3135,3138,3141,3143,3145],{},[476,3136,3137],{},"7×24 Heartbeat",[476,3139,3140],{},"✅ 30 分钟",[476,3142,518],{},[476,3144,518],{},[476,3146,518],{},[453,3148,3149,3152,3155,3157,3159],{},[476,3150,3151],{},"多 IM 渠道",[476,3153,3154],{},"✅ 20+",[476,3156,518],{},[476,3158,518],{},[476,3160,518],{},[453,3162,3163,3166,3169,3172,3174],{},[476,3164,3165],{},"Skills 市场",[476,3167,3168],{},"✅ ClawHub 5400+",[476,3170,3171],{},"✅ MCP Connectors",[476,3173,518],{},[476,3175,3176],{},"✅ Agent Skills 标准",[453,3178,3179,3181,3183,3185,3187],{},[476,3180,2779],{},[476,3182,515],{},[476,3184,1586],{},[476,3186,518],{},[476,3188,3189],{},"session",[453,3191,3192,3194,3196,3198,3200],{},[476,3193,1226],{},[476,3195,1234],{},[476,3197,575],{},[476,3199,1229],{},[476,3201,572],{},[453,3203,3204,3207,3210,3212,3215],{},[476,3205,3206],{},"本地 LLM",[476,3208,3209],{},"✅ Ollama 友好",[476,3211,518],{},[476,3213,3214],{},"✅ 9B 自模型",[476,3216,515],{},[453,3218,3219,3222,3225,3228,3230],{},[476,3220,3221],{},"中国大陆友好",[476,3223,3224],{},"✅ 完全",[476,3226,3227],{},"❌ 支付",[476,3229,515],{},[476,3231,1868],{},[453,3233,3234,3236,3238,3241,3243],{},[476,3235,601],{},[476,3237,830],{},[476,3239,3240],{},"$20\u002F月 +",[476,3242,830],{},[476,3244,3245],{},"$0 + API",[453,3247,3248,3250,3253,3255,3258],{},[476,3249,617],{},[476,3251,3252],{},"7×24 IM 触发个人 agent",[476,3254,1320],{},[476,3256,3257],{},"Phone GUI",[476,3259,3260],{},"终端 power user",[27,3262,632],{"id":632},[42,3264,3265,3271,3277,3283,3289,3295,3301,3307,3313,3319],{},[45,3266,3267,3270],{},[48,3268,3269],{},"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",[45,3272,3273,3276],{},[48,3274,3275],{},"API 预算控制","：Heartbeat + 多 Agent 会放大 LLM 费用，配 budget cap 或本地 Ollama",[45,3278,3279,3282],{},[48,3280,3281],{},"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",[45,3284,3285,3288],{},[48,3286,3287],{},"memory 膨胀","：长期记忆 JSON 文件定期归档 \u002F 清理",[45,3290,3291,3294],{},[48,3292,3293],{},"Node 版本","：Node 24 推荐，Node 18 部分新 Skill 不兼容",[45,3296,3297,3300],{},[48,3298,3299],{},"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",[45,3302,3303,3306],{},[48,3304,3305],{},"数据备份","：~\u002F.openclaw 含所有记忆 + 配置，定期备份",[45,3308,3309,3312],{},[48,3310,3311],{},"Windows 走 WSL2","：原生 Windows 兼容差",[45,3314,3315,3318],{},[48,3316,3317],{},"MCP 复用","：内部 MCP server 可直接调用，不要重复造轮",[45,3320,3321,3324],{},[48,3322,3323],{},"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",[27,3326,698],{"id":697},[42,3328,3329,3332,3335,3338,3341,3344,3347,3350],{},[45,3330,3331],{},"✅ 想从 IM 一句话支使 AI 7×24 干活的 power user",[45,3333,3334],{},"✅ 监控 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘 \u002F 智能家居",[45,3336,3337],{},"✅ 数据隐私敏感 + 自托管刚需",[45,3339,3340],{},"✅ 中国大陆用户走本地 Ollama 全免费",[45,3342,3343],{},"❌ 纯 GUI \u002F 桌面交互党（用 Claude Desktop）",[45,3345,3346],{},"❌ 不会折腾 Node \u002F Docker \u002F WSL",[45,3348,3349],{},"❌ 要一键就跑的非技术用户",[45,3351,3352],{},"❌ 高强度多 Agent 同时跑 + 预算极紧（API 费会膨胀）",[27,3354,727],{"id":727},[42,3356,3357,3361,3365],{},[45,3358,3359],{},[733,3360,1415],{"href":874},[45,3362,3363],{},[733,3364,2051],{"href":1491},[45,3366,3367],{},[733,3368,2056],{"href":818},[27,3370,748],{"id":748},[750,3372,3373,3380,3387,3394],{},[45,3374,3375,3376],{},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 渠道 \u002F Heartbeat）",[733,3377,3378],{"href":3378,"rel":3379},"https:\u002F\u002Fdocs.openclaw.ai\u002F",[759],[45,3381,3382,3383],{},"技术栈 — OpenClaw 2026 实战指南 ",[733,3384,3385],{"href":3385,"rel":3386},"https:\u002F\u002Fjishuzhan.net\u002Farticle\u002F2058753885218062337",[759],[45,3388,3389,3390],{},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat \u002F 多 Agent）",[733,3391,3392],{"href":3392,"rel":3393},"https:\u002F\u002Fblog.csdn.net\u002Fweixin_58240054\u002Farticle\u002Fdetails\u002F161197395",[759],[45,3395,3396,3397],{},"腾讯云 — OpenClaw 爆火 + Computer Use Agent 分析 ",[733,3398,3399],{"href":3399,"rel":3400},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2637863",[759],[782,3402,3403],{},"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":206,"searchDepth":234,"depth":234,"links":3405},[3406,3407,3408,3409,3410,3411,3412,3413,3414,3415],{"id":29,"depth":220,"text":30},{"id":40,"depth":220,"text":40},{"id":112,"depth":220,"text":112},{"id":2847,"depth":220,"text":2848},{"id":199,"depth":220,"text":199},{"id":445,"depth":220,"text":445},{"id":632,"depth":220,"text":632},{"id":697,"depth":220,"text":698},{"id":727,"depth":220,"text":727},{"id":748,"depth":220,"text":748},"\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。",[3419,3422,3425,3428],{"q":3420,"a":3421},"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":3423,"a":3424},"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":3426,"a":3427},"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":2114,"a":3429},"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。",[816,1489,2120],{},[821,822,3433,2949],"windows-wsl",[3435],{"plan":2837,"price":830,"features":3436,"notes":3437},"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）",[3440],{"name":3441,"url":3442},"搭建个人 7x24 AI Agent","\u002Fplaybook\u002Fonboarding\u002Fpersonal-247-ai-agent",{"power":247,"ux":241,"price":247,"cn_support":241,"stability":241},{"title":1201,"description":3417},"agent\u002Fdesktop\u002Fopenclaw",[3447,3449,3451,3453],{"name":3448,"url":3378,"accessed":845},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 多渠道）",{"name":3450,"url":3385,"accessed":845},"技术栈 — OpenClaw 2026 实战指南",{"name":3452,"url":3392,"accessed":845},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat）",{"name":3454,"url":3399,"accessed":845},"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",[860,3458,3459,859,3460,3461,3462,876],"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",[],1782316490348]