[{"data":1,"prerenderedAt":3970},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"alt-main-github-copilot":8,"alt-list-github-copilot":1318},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},23,{"id":9,"title":10,"alternatives":11,"api_compatible":16,"body":17,"category":302,"chinese_friendly":610,"cover":1219,"description":1220,"domestic":1221,"extension":1222,"faq":1223,"free":625,"github":1167,"languages":1224,"lastVerified":1227,"meta":1228,"models":1229,"navigation":625,"notSuitable":1235,"opensource":1221,"path":1239,"pillar":1240,"platforms":1241,"priceTable":1245,"pricing":1268,"published":1269,"relatedPlaybooks":1223,"relatedReviews":1223,"score":1270,"self_host":1221,"seo":1271,"seoTitle":1272,"slug":1273,"sources":1274,"stem":1301,"suitable":1302,"tagline":1308,"tags":1309,"updated":1315,"verdict":1316,"website":1167,"__hash__":1317},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.md","GitHub Copilot",[12,13,14,15],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fcline","coding\u002Fagent\u002Fcontinue",[],{"type":18,"value":19,"toc":1200},"minimark",[20,25,83,89,92,97,151,155,164,178,186,191,195,203,221,224,228,238,241,285,313,317,320,323,338,345,349,360,386,450,461,464,472,558,563,588,592,715,718,721,761,764,929,934,968,971,1035,1039,1042,1059,1062,1091,1094,1157,1160,1188,1196],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,32,50,61],"div",{"className":28},[29,30,31],"card","p-5","my-4",[33,34,35,39,40,45,46,49],"p",{},[36,37,38],"strong",{},"一句话："," AI 编程的\"出厂选项\"。2021 年随 VS Code 首发，2025-02 Agent Mode GA、2025-09 Coding Agent GA、2025 全年支持 ",[41,42,44],"a",{"href":43},"\u002Fwiki\u002Fmcp.html","MCP","，到 2026 Q2 已经从\"补全工具\"演化成 ",[36,47,48],{},"完整 Agent 平台","——补全、对话、Agent Mode、后台 Coding Agent 一站全有。",[33,51,52,53,56,57,60],{},"最大优势是 ",[36,54,55],{},"生态最稳 + 免费档大方（2000 次补全\u002F月）+ 学生\u002F开源免费 Pro","。代价是 ",[36,58,59],{},"国内门槛","：账号 + 网络 + 支付。",[33,62,63,66,67,70,71,74,75,78,79,82],{},[36,64,65],{},"2026-07 最新变化","：① 自 ",[36,68,69],{},"2026-06-01 起转 AI Credits 按量计费","（1 credit = $0.01），基础订阅价不变，",[36,72,73],{},"单行补全 & Next Edit 仍免费不计费","，仅 Chat\u002FAgent\u002FPR 评审\u002FCLI\u002F超长上下文消耗 credits；② ",[36,76,77],{},"Kimi K2.7 Code"," 成为首个开源权重可选模型（7-01 Pro\u002FPro+\u002FMax，7-07 Business\u002FEnterprise 需管理员开启）；③ ",[36,80,81],{},"GPT-5.6","（Sol\u002FTerra\u002FLuna）7-09 全 IDE 上线；④ Codex 作为公测 Agent provider 进入 JetBrains（7-07），JetBrains Inline Chat GA。",[84,85,86],"blockquote",{},[33,87,88],{},"来源说明：本文基于 github.com 官方页面、docs.github.com 企业版文档、github.blog 公告、第三方评测（augmentcode \u002F tossitt \u002F 4geeks）综合整理。Copilot 定价 2026 多次调整（社区报告 2026-04 起新增 credit 制），请以最新官方页面为准。",[21,90,91],{"id":91},"核心特性",[93,94,96],"h3",{"id":95},"三大形态completion-chat-agent","三大形态：Completion \u002F Chat \u002F Agent",[98,99,100,107,113,119,125,145],"ul",{},[101,102,103,106],"li",{},[36,104,105],{},"Code Completion","：开山立派的能力，AI 在你写代码时给 inline 建议",[101,108,109,112],{},[36,110,111],{},"Copilot Chat","：侧边栏对话，问\"这段代码什么意思\"、\"帮我写个 SQL\"",[101,114,115,118],{},[36,116,117],{},"Agent Mode","（2025-02 在 VS Code GA）：自主多文件编辑，可调工具、跑测试、看结果调整",[101,120,121,124],{},[36,122,123],{},"Coding Agent","（2025-09 GA）：在 GitHub 网页 \u002F 移动端把 issue 派给 Copilot，它在云端 Actions 环境里改代码、开 PR 等你 review",[101,126,127,130,131,135,136,135,139,135,142],{},[36,128,129],{},"Copilot CLI 新终端界面","（2026-06-23 GA）：Tabbed TUI、Issues\u002FPRs\u002FGists 标签页、内置 ",[132,133,134],"code",{},"\u002Fmcp add","、",[132,137,138],{},"\u002Fskills",[132,140,141],{},"\u002Fplugin",[132,143,144],{},"\u002Fsettings",[101,146,147,150],{},[36,148,149],{},"Agent Finder","（2026-06-17 发布）：基于开放 ARD（Agentic Resource Discovery）规范，按任务动态发现可用资源 \u002F MCP \u002F 私有 registry，避免一开始把所有工具塞进上下文",[93,152,154],{"id":153},"agent-mode-详解","Agent Mode 详解",[33,156,157,163],{},[41,158,162],{"href":159,"rel":160},"https:\u002F\u002Fgithub.blog\u002Fnews-insights\u002Fproduct-news\u002Fgithub-copilot-coding-agent-is-now-generally-available\u002F",[161],"nofollow","GitHub Blog 公告"," 描述的 Agent Mode 能力：",[98,165,166,169,172,175],{},[101,167,168],{},"跨文件自主编辑（不需要你一个个 @ 文件）",[101,170,171],{},"调用 terminal 跑测试 \u002F linter",[101,173,174],{},"MCP 服务集成（2025-04 起 public preview，VS Code \u002F JetBrains \u002F Xcode 都支持）",[101,176,177],{},"支持 Claude Opus 4.6 \u002F Sonnet 4.6 \u002F GPT-5 \u002F Gemini 2.5 Pro 等多模型按需切",[33,179,180,185],{},[41,181,184],{"href":182,"rel":183},"https:\u002F\u002Fagents.4geeks.com\u002Fagent\u002Fgithub-copilot",[161],"4geeks.com 2025 评测","：",[84,187,188],{},[33,189,190],{},"\"GitHub Copilot supports MCP (Model Context Protocol) servers in VS Code, JetBrains, and Xcode, available in Agent Mode. Users can connect MCP tools directly from the Copilot panel.\"",[93,192,194],{"id":193},"coding-agent云端后台-pr-生成","Coding Agent（云端后台 PR 生成）",[33,196,197,202],{},[41,198,201],{"href":199,"rel":200},"https:\u002F\u002Fdocs.github.com\u002F",[161],"GitHub 官方文档"," 描述的 Coding Agent：",[98,204,205,208,215,218],{},[101,206,207],{},"从 GitHub Issues、VS Code、GitHub.com agent 界面、PR 评论、安全告警任一入口指派",[101,209,210,211,214],{},"在 ",[36,212,213],{},"GitHub Actions 临时开发环境","里跑（不占你本地）",[101,216,217],{},"完成后开 PR，附完整 commit \u002F 测试输出 \u002F 工作日志",[101,219,220],{},"你只 review + merge",[33,222,223],{},"支持版本：Pro \u002F Pro+ \u002F Business \u002F Enterprise（Free 不含）",[93,225,227],{"id":226},"copilot-cli2026-新终端界面-ga","Copilot CLI（2026 新终端界面 GA）",[33,229,230,231,135,234,237],{},"2026-06-23，GitHub 将新版 Copilot CLI terminal interface 推到 GA。它已经不只是 ",[132,232,233],{},"gh copilot suggest",[132,235,236],{},"gh copilot explain"," 这种「自然语言 → shell 命令」工具，而是更接近一个终端里的 Copilot 工作台。",[33,239,240],{},"关键变化：",[98,242,243,249,259,276],{},[101,244,245,248],{},[36,246,247],{},"Tabbed TUI","：Session \u002F Gists \u002F Issues \u002F Pull Requests 标签页，当前目录是 GitHub repo 时自动显示 issue \u002F PR。",[101,250,251,254,255,258],{},[36,252,253],{},"引用工作项","：在 Issues \u002F PRs tab 高亮条目后按 ",[132,256,257],{},"c","，可以把该 issue \u002F PR 直接塞进 prompt，让 Copilot 调查、修复或 review。",[101,260,261,185,264,135,266,135,269,135,271,135,273,275],{},[36,262,263],{},"内置配置",[132,265,134],{},[132,267,268],{},"\u002Fmcp search",[132,270,138],{},[132,272,141],{},[132,274,144],{}," 都可以在会话中完成，不再手写配置文件。",[101,277,278,185,281,284],{},[36,279,280],{},"无障碍主题",[132,282,283],{},"\u002Ftheme"," 支持 default \u002F dim \u002F high-contrast \u002F colorblind，并自动检测 screen reader。",[286,287,292],"pre",{"className":288,"code":289,"language":290,"meta":291,"style":291},"language-bash shiki shiki-themes github-light github-dark","copilot update\ncopilot\n","bash","",[132,293,294,307],{"__ignoreMap":291},[295,296,299,303],"span",{"class":297,"line":298},"line",1,[295,300,302],{"class":301},"sScJk","copilot",[295,304,306],{"class":305},"sZZnC"," update\n",[295,308,310],{"class":297,"line":309},2,[295,311,312],{"class":301},"copilot\n",[93,314,316],{"id":315},"agent-finder资源发现开始标准化","Agent Finder：资源发现开始标准化",[33,318,319],{},"2026-06-17，GitHub 推出 Agent Finder。它解决的是 2026 年 Agent 工具链的新问题：工具、MCP、skills、私有 registry 越来越多，如果每次都预加载，context 会爆；如果都手动接，开发者又会被配置淹没。",[33,321,322],{},"Agent Finder 的思路是：",[324,325,326,329,332,335],"ol",{},[101,327,328],{},"用户用自然语言描述任务。",[101,330,331],{},"Copilot 到公开 catalog 或企业私有 registry 里搜索资源。",[101,333,334],{},"返回 ranked matches。",[101,336,337],{},"用户确认后，Copilot 再按需加载对应工具 \u002F skill。",[33,339,340,341,344],{},"GitHub 表示它实现了开放的 ",[36,342,343],{},"ARD（Agentic Resource Discovery）spec","，并与 Google、GoDaddy、Hugging Face、Microsoft 协作制定。这个方向值得关注：MCP 解决「连工具」，ARD 解决「怎么发现该连哪个工具」。",[93,346,348],{"id":347},"ai-credits-按量计费2026-06-01-正式启用","AI Credits 按量计费（2026-06-01 正式启用）",[33,350,351,352,355,356,359],{},"自 ",[36,353,354],{},"2026-06-01"," 起，Copilot 全面转向 ",[36,357,358],{},"AI Credits 按量计费","（1 credit = $0.01），取代原 PRU（Premium Request Units）。核心逻辑：",[98,361,362,368,373,380,383],{},[101,363,364,367],{},[36,365,366],{},"基础订阅价不变","：Pro $10（含 $10 credits）、Pro+ $39（含 $39）、Business $19（含 $19）、Enterprise $39（含 $39）",[101,369,370,372],{},[36,371,73],{},"——轻度用户体验和成本几乎不变",[101,374,375,376,379],{},"仅 ",[36,377,378],{},"Chat \u002F Agent \u002F PR 评审 \u002F CLI \u002F 超长上下文"," 消耗 credits",[101,381,382],{},"取消 fallback；新增企业 \u002F 成本中心 \u002F 用户级预算管控 + pooled usage（额度池化）",[101,384,385],{},"Business\u002FEnterprise 6-8 月有促销额度（$30 \u002F $70）；code review 另计 Actions 分钟",[387,388,389,402],"table",{},[390,391,392],"thead",{},[393,394,395,399],"tr",{},[396,397,398],"th",{},"项目",[396,400,401],{},"是否消耗 credits",[403,404,405,414,421,429,436,443],"tbody",{},[393,406,407,411],{},[408,409,410],"td",{},"单行补全",[408,412,413],{},"❌ 免费",[393,415,416,419],{},[408,417,418],{},"Next Edit 建议",[408,420,413],{},[393,422,423,426],{},[408,424,425],{},"Chat 对话",[408,427,428],{},"✅ 计费",[393,430,431,434],{},[408,432,433],{},"Agent 任务",[408,435,428],{},[393,437,438,441],{},[408,439,440],{},"PR 评审 \u002F CLI",[408,442,428],{},[393,444,445,448],{},[408,446,447],{},"超长上下文",[408,449,428],{},[33,451,452,185,455,457,458,460],{},[36,453,454],{},"模型阵营大扩容",[36,456,77],{},"（1T 总参 \u002F 32B 激活 MoE，256K 上下文，Modified MIT）GA 7-01，是 Copilot 首个开源权重可选模型（Azure 托管）；",[36,459,81],{}," 家族 7-09 全 IDE 上线；Codex 作为公测 Agent provider 进入 JetBrains（7-07）。",[21,462,463],{"id":463},"价格与运行成本",[33,465,466,471],{},[41,467,470],{"href":468,"rel":469},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\u002Fplans",[161],"官方 Plans 页"," 2026 Q2 公开数据：",[387,473,474,487],{},[390,475,476],{},[393,477,478,481,484],{},[396,479,480],{},"档位",[396,482,483],{},"价格",[396,485,486],{},"关键点",[403,488,489,503,514,525,536,547],{},[393,490,491,494,497],{},[408,492,493],{},"Free",[408,495,496],{},"$0",[408,498,499,500],{},"2000 补全\u002F月，Haiku 4.5 + GPT-5 mini，含 Copilot CLI，",[36,501,502],{},"无需信用卡",[393,504,505,508,511],{},[408,506,507],{},"Pro",[408,509,510],{},"$10\u002F月",[408,512,513],{},"无限补全 + Cloud agent + Code review + 第三方 agent（Claude Code \u002F Codex）+ $15 credits",[393,515,516,519,522],{},[408,517,518],{},"Pro+",[408,520,521],{},"$39\u002F月",[408,523,524],{},"Pro + Opus 等 premium 模型 + 4x usage + $70 credits",[393,526,527,530,533],{},[408,528,529],{},"Max",[408,531,532],{},"$100\u002F月",[408,534,535],{},"Pro+ 2.9x + 优先新模型 + $200 credits",[393,537,538,541,544],{},[408,539,540],{},"Business",[408,542,543],{},"$19\u002Fseat\u002F月",[408,545,546],{},"组织管理 + Copilot 策略 + 全代码库语义索引",[393,548,549,552,555],{},[408,550,551],{},"Enterprise",[408,553,554],{},"$39\u002Fseat\u002F月",[408,556,557],{},"Business + Enterprise 索引 + 优先模型",[33,559,560,185],{},[36,561,562],{},"重要福利",[98,564,565,576,582],{},[101,566,567,185,570,575],{},[36,568,569],{},"学生免费",[41,571,574],{"href":572,"rel":573},"https:\u002F\u002Feducation.github.com\u002Fpack",[161],"GitHub Student Developer Pack"," 认证后直接拿 Pro",[101,577,578,581],{},[36,579,580],{},"开源维护者免费","：维护流行开源项目（star 数 + 活跃度门槛）可申请免费 Pro",[101,583,584,587],{},[36,585,586],{},"教师免费","：通过 GitHub Education 认证",[21,589,591],{"id":590},"上手-3-分钟","上手 3 分钟",[286,593,595],{"className":288,"code":594,"language":290,"meta":291,"style":291},"# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n# JetBrains：Plugin Marketplace 搜 Copilot\n# Neovim：装 github\u002Fcopilot.vim 仓库\n# Xcode：装 github\u002FCopilotForXcode\n\n# 命令行\nbrew install gh                  # macOS\nwinget install GitHub.cli        # Windows\n# Linux：参考 cli.github.com\n\ngh auth login                    # 登录 GitHub\ngh extension install github\u002Fgh-copilot\ngh copilot suggest \"重启 docker 并清理缓存\"\n",[132,596,597,603,608,614,620,627,633,648,662,668,673,688,701],{"__ignoreMap":291},[295,598,599],{"class":297,"line":298},[295,600,602],{"class":601},"sJ8bj","# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n",[295,604,605],{"class":297,"line":309},[295,606,607],{"class":601},"# JetBrains：Plugin Marketplace 搜 Copilot\n",[295,609,611],{"class":297,"line":610},3,[295,612,613],{"class":601},"# Neovim：装 github\u002Fcopilot.vim 仓库\n",[295,615,617],{"class":297,"line":616},4,[295,618,619],{"class":601},"# Xcode：装 github\u002FCopilotForXcode\n",[295,621,623],{"class":297,"line":622},5,[295,624,626],{"emptyLinePlaceholder":625},true,"\n",[295,628,630],{"class":297,"line":629},6,[295,631,632],{"class":601},"# 命令行\n",[295,634,636,639,642,645],{"class":297,"line":635},7,[295,637,638],{"class":301},"brew",[295,640,641],{"class":305}," install",[295,643,644],{"class":305}," gh",[295,646,647],{"class":601},"                  # macOS\n",[295,649,651,654,656,659],{"class":297,"line":650},8,[295,652,653],{"class":301},"winget",[295,655,641],{"class":305},[295,657,658],{"class":305}," GitHub.cli",[295,660,661],{"class":601},"        # Windows\n",[295,663,665],{"class":297,"line":664},9,[295,666,667],{"class":601},"# Linux：参考 cli.github.com\n",[295,669,671],{"class":297,"line":670},10,[295,672,626],{"emptyLinePlaceholder":625},[295,674,676,679,682,685],{"class":297,"line":675},11,[295,677,678],{"class":301},"gh",[295,680,681],{"class":305}," auth",[295,683,684],{"class":305}," login",[295,686,687],{"class":601},"                    # 登录 GitHub\n",[295,689,691,693,696,698],{"class":297,"line":690},12,[295,692,678],{"class":301},[295,694,695],{"class":305}," extension",[295,697,641],{"class":305},[295,699,700],{"class":305}," github\u002Fgh-copilot\n",[295,702,704,706,709,712],{"class":297,"line":703},13,[295,705,678],{"class":301},[295,707,708],{"class":305}," copilot",[295,710,711],{"class":305}," suggest",[295,713,714],{"class":305}," \"重启 docker 并清理缓存\"\n",[33,716,717],{},"IDE 中：登录 GitHub 账号 → 同意订阅 → 直接用。Free 档不需要任何信用卡。",[21,719,720],{"id":720},"国内使用注意事项",[324,722,723,729,739,745],{},[101,724,725,728],{},[36,726,727],{},"账号","：注册 GitHub 即可，国内号 ok，但偶发要海外手机验证",[101,730,731,734,735,738],{},[36,732,733],{},"网络","：插件 push \u002F pull 走 api.github.com 和 copilot-proxy.githubusercontent.com，国内",[36,736,737],{},"必须有稳定代理","，否则补全卡顿到不可用",[101,740,741,744],{},[36,742,743],{},"支付","：Pro 付款渠道有限——Apple 礼品卡（macOS）、Google Play（Android）、海外卡。第三方代付方案少",[101,746,747,750,751,755,756,760],{},[36,748,749],{},"替代路径","：用 ",[41,752,754],{"href":753},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," \u002F ",[41,757,759],{"href":758},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue"," + 国产模型，国内体验更顺畅",[21,762,763],{"id":763},"与同类怎么选",[387,765,766,791],{},[390,767,768],{},[393,769,770,773,775,781,787],{},[396,771,772],{},"维度",[396,774,10],{},[396,776,777],{},[41,778,780],{"href":779},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[396,782,783],{},[41,784,786],{"href":785},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[396,788,789],{},[41,790,754],{"href":753},[403,792,793,809,825,839,855,871,886,900,915],{},[393,794,795,798,801,804,806],{},[408,796,797],{},"形态",[408,799,800],{},"插件（VS Code\u002FJetBrains 等）",[408,802,803],{},"AI-first IDE",[408,805,803],{},[408,807,808],{},"VS Code 扩展",[393,810,811,814,817,820,822],{},[408,812,813],{},"多 IDE 覆盖",[408,815,816],{},"★★★★★",[408,818,819],{},"★★☆☆☆ 仅自家",[408,821,819],{},[408,823,824],{},"★★★★☆",[393,826,827,830,832,834,836],{},[408,828,829],{},"补全速度",[408,831,824],{},[408,833,824],{},[408,835,816],{},[408,837,838],{},"★★★☆☆",[393,840,841,844,847,850,853],{},[408,842,843],{},"Agent 模式",[408,845,846],{},"★★★★☆ Agent Mode",[408,848,849],{},"★★★★★ Composer",[408,851,852],{},"★★★★★ Cascade",[408,854,824],{},[393,856,857,860,863,866,869],{},[408,858,859],{},"云端后台 Agent",[408,861,862],{},"★★★★★ Coding Agent",[408,864,865],{},"⚠️ Bug bot",[408,867,868],{},"❌",[408,870,868],{},[393,872,873,876,879,881,883],{},[408,874,875],{},"模型选择",[408,877,878],{},"★★★★★ 多家",[408,880,824],{},[408,882,824],{},[408,884,885],{},"★★★★★ BYOK",[393,887,888,891,894,896,898],{},[408,889,890],{},"企业合规",[408,892,893],{},"★★★★★ SOC2\u002FISO",[408,895,824],{},[408,897,838],{},[408,899,838],{},[393,901,902,905,908,910,912],{},[408,903,904],{},"免费档",[408,906,907],{},"★★★★☆ 2000\u002F月",[408,909,838],{},[408,911,824],{},[408,913,914],{},"完全免费（自带 API）",[393,916,917,919,922,924,926],{},[408,918,59],{},[408,920,921],{},"高",[408,923,921],{},[408,925,921],{},[408,927,928],{},"低",[33,930,931,185],{},[36,932,933],{},"怎么选",[98,935,936,942,948,958],{},[101,937,938,941],{},[36,939,940],{},"公司发账号 \u002F 团队"," → GitHub Copilot Business",[101,943,944,947],{},[36,945,946],{},"个人海外 + 想要稳定生态"," → Pro $10\u002F月",[101,949,950,953,954,755,956],{},[36,951,952],{},"追求 IDE 级 Agent 激进度"," → ",[41,955,780],{"href":779},[41,957,786],{"href":785},[101,959,960,953,963,755,965,967],{},[36,961,962],{},"国内 \u002F 完全自主可控",[41,964,754],{"href":753},[41,966,759],{"href":758}," + 国产模型",[21,969,970],{"id":970},"避坑清单",[98,972,973,979,985,991,1001,1011,1017,1023,1029],{},[101,974,975,978],{},[36,976,977],{},"AI Credits 制下重度 Agent 用户要算账","：单行补全和 Next Edit 免费，但 Chat\u002FAgent\u002FPR 评审都计费，Sol 级模型一次复杂 agent 任务可能耗掉不少 credits，重度使用建议用企业版的预算管控 + 额度池化",[101,980,981,984],{},[36,982,983],{},"Kimi K2.7 默认关（企业版）","：Business\u002FEnterprise 需管理员在后台开启才能选用 Kimi K2.7 Code",[101,986,987,990],{},[36,988,989],{},"Coding Agent 跑在 Actions 上","：你的 Actions minutes 会被消耗，免费仓库够用，私有仓库要注意账单",[101,992,993,996,997,1000],{},[36,994,995],{},"Agent Mode 默认权限要 review","：第一次跑会让你授权\"能改文件 \u002F 能跑命令\"，团队建议设置 ",[132,998,999],{},".github\u002Fcopilot-instructions.md"," 把规则成文",[101,1002,1003,1010],{},[36,1004,1005,1006,1009],{},"不要把 ",[132,1007,1008],{},"OPENAI_API_KEY"," 暴露","：Copilot 自带模型供给，不需要你的 API key",[101,1012,1013,1016],{},[36,1014,1015],{},"国内首次激活有\"需要海外手机\"的概率事件","：失败时换网络环境或换手机号",[101,1018,1019,1022],{},[36,1020,1021],{},"JetBrains 插件偶发崩溃","：IDE 端体验略落后 VS Code，遇到崩溃先升 plugin 版本",[101,1024,1025,1028],{},[36,1026,1027],{},"Agent Finder 不等于自动装工具","：它只负责发现和推荐，企业管理员仍应控制允许的 registry；不要把未知 MCP server 直接接进生产仓库",[101,1030,1031,1034],{},[36,1032,1033],{},"Pro+ \u002F Max 是个人订阅，不能给团队共享","：要团队就上 Business",[21,1036,1038],{"id":1037},"适合-不适合","适合 \u002F 不适合",[33,1040,1041],{},"✅ 适合：",[98,1043,1044,1047,1050,1053,1056],{},[101,1045,1046],{},"已经全员在 GitHub 的团队（开 Business 最省事）",[101,1048,1049],{},"个人海外开发者，重视生态稳定",[101,1051,1052],{},"学生 \u002F 开源维护者（薅免费 Pro）",[101,1054,1055],{},"多 IDE 切换的开发者（VS Code + JetBrains + Neovim）",[101,1057,1058],{},"需要\"issue → PR\"自动化流程",[33,1060,1061],{},"❌ 不适合：",[98,1063,1064,1075,1082,1088],{},[101,1065,1066,1067,755,1071,1074],{},"国内首选 IDE 体验（去 ",[41,1068,1070],{"href":1069},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae",[41,1072,1073],{"href":779},"Cursor 国内代付","）",[101,1076,1077,1078,755,1080,1074],{},"想要最激进的多文件 Agent（去 ",[41,1079,780],{"href":779},[41,1081,786],{"href":785},[101,1083,1084,1085,1087],{},"私有部署 \u002F 数据不出网（",[41,1086,759],{"href":758}," + 自建模型）",[101,1089,1090],{},"反对一切 credit 制",[21,1092,1093],{"id":1093},"相关阅读",[98,1095,1096,1115,1128,1146],{},[101,1097,1098,1099,755,1101,755,1103,755,1105,755,1109,755,1111],{},"同类对比：",[41,1100,780],{"href":779},[41,1102,786],{"href":785},[41,1104,1070],{"href":1069},[41,1106,1108],{"href":1107},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[41,1110,754],{"href":753},[41,1112,1114],{"href":1113},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[101,1116,1117,1118,755,1122,755,1124],{},"概念：",[41,1119,1121],{"href":1120},"\u002Fwiki\u002Fai-agent.html","AI Agent",[41,1123,44],{"href":43},[41,1125,1127],{"href":1126},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[101,1129,1130,1131,755,1134,755,1138,755,1142],{},"模型：",[41,1132,81],{"href":1133},"\u002Fmodels\u002Fgpt-5-6.html",[41,1135,1137],{"href":1136},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[41,1139,1141],{"href":1140},"\u002Fmodels\u002Fkimi-k3.html","Kimi K3",[41,1143,1145],{"href":1144},"\u002Fmodels\u002Fgemini-3-pro.html","Gemini 3 Pro",[101,1147,1148,1149,755,1153],{},"进阶：",[41,1150,1152],{"href":1151},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[41,1154,1156],{"href":1155},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[21,1158,1159],{"id":1159},"来源",[98,1161,1162,1169,1175,1182,1185],{},[101,1163,1164,1165],{},"官网：",[41,1166,1167],{"href":1167,"rel":1168},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot",[161],[101,1170,1171,1172],{},"定价：",[41,1173,468],{"href":468,"rel":1174},[161],[101,1176,1177,1178],{},"企业文档：",[41,1179,1180],{"href":1180,"rel":1181},"https:\u002F\u002Fdocs.github.com\u002Fen\u002Fenterprise-cloud@latest\u002Fcopilot\u002Fget-started\u002Fplans",[161],[101,1183,1184],{},"公告：github.blog",[101,1186,1187],{},"第三方评测：augmentcode.com \u002F tossitt.com \u002F 4geeks.com",[33,1189,1190,1191,1195],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 模型 \u002F 功能与最新官方信息不一致，请通过 ",[41,1192,1194],{"href":1193},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1197,1198,1199],"style",{},"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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编辑部基于官方文档与多份评测整理。",false,"md",null,[1225,1226],"zh","en","2026-08-02",{},[1230,1231,1232,1233,1234],"claude-sonnet-5","gpt-5.6","kimi-k2.7-code","gemini-3-pro","haiku-4.5",[1236,1237,1238],"完全无网络代理的国内开发者","追求最激进的多文件 Agent（去 Cursor \u002F Windsurf）","想私有部署 \u002F 数据不出网（去 Continue.dev）","\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot","coding",[1242,1243,1244],"windows","macos","linux",[1246,1250,1254,1258,1260,1264],{"plan":493,"price":496,"limit":1247,"cn_pay":1248,"note":1249},"2,000 completions\u002F月 + Haiku\u002FGPT-5 mini + Copilot CLI","—","学生免费升级 Pro",{"plan":507,"price":510,"limit":1251,"cn_pay":1252,"note":1253},"无限补全 + Cloud agent + Code review + $15 credits","⚠️ 需海外卡 \u002F Apple 礼品卡","个人主力档",{"plan":518,"price":521,"limit":1255,"cn_pay":1256,"note":1257},"Pro + Opus 等 premium 模型 + 4x credits ($70)","⚠️","重度用户",{"plan":529,"price":532,"limit":535,"cn_pay":1256,"note":1259},"高并发 agent",{"plan":540,"price":543,"limit":1261,"cn_pay":1262,"note":1263},"组织管理 + 策略控制 + 代码库索引","✅ 企业发票","团队首选",{"plan":551,"price":554,"limit":1265,"cn_pay":1266,"note":1267},"Business + 优先模型 + 更大 AI credits","✅","大企业","Free \u002F Pro $10\u002Fmo \u002F Pro+ $39\u002Fmo \u002F Max $100\u002Fmo \u002F Business $19 seat \u002F Enterprise $39 seat","2026-06-19",{"power":616,"ux":622,"price":616,"cn_support":610,"stability":622},{"title":10,"description":1220},"GitHub Copilot 评测 2026：微软 AI 编程助手，VS Code 集成，Copilot Chat 功能","coding\u002Fcopilot\u002Fgithub-copilot",[1275,1277,1279,1281,1283,1286,1289,1292,1295,1298],{"title":1276,"url":1167},"GitHub Copilot 官方",{"title":1278,"url":468},"Copilot Plans & Pricing",{"title":1280,"url":1180},"Copilot Enterprise Docs",{"title":1282,"url":159},"Agent Mode GA Blog",{"title":1284,"url":1285},"MCP Support Public Preview","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2025\u002F04\u002F04\u002Fgithub-copilot-now-supports-mcp-servers-in-public-preview-in-vs-code\u002F",{"title":1287,"url":1288},"Copilot vs Intent 2026 评测","https:\u002F\u002Fwww.augmentcode.com\u002Ftools\u002Fintent-vs-github-copilot",{"title":1290,"url":1291},"Copilot 2026 完整指南","https:\u002F\u002Ftossitt.com\u002Fgithub-copilot-guide-2026",{"title":1293,"url":1294},"Copilot CLI 新终端界面 GA","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-23-copilot-cli-new-terminal-interface-is-generally-available\u002F",{"title":1296,"url":1297},"Agent Finder for GitHub Copilot","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-17-agent-finder-for-github-copilot-now-available\u002F",{"title":1299,"url":1300},"AI Credits 计费模型（github.blog changelog）","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F","tools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot",[1303,1304,1305,1306,1307],"已经在用 GitHub 的所有人（最低成本）","团队 \u002F 企业（合规、SOC2、ISO 27001）","JetBrains 用户 \u002F Neovim \u002F Visual Studio \u002F Xcode","学生 \u002F 开源维护者（免费 Pro 资格）","需要 Coding Agent 自动从 issue 生成 PR","AI Copilot 鼻祖，VS Code \u002F JetBrains \u002F Neovim 全家桶覆盖",[302,1310,1311,1312,1313,1314],"vscode","jetbrains","github","agent-mode","coding-agent","2026-07-20","插件生态最稳的选择，免费档大方，国内用稳定代理 + GitHub 账号即可。Agent Mode 已经能跟 Cursor 掰手腕，Coding Agent 能直接在 GitHub 上跑后台 PR。","9vc80L02ea_FUXDIUPacGkV7VozaScLx5OStbKs2j5k",[1319,1939,2766,3340],{"id":1320,"title":780,"alternatives":1321,"api_compatible":1325,"body":1328,"category":1841,"chinese_friendly":616,"cover":1842,"description":1843,"domestic":1221,"extension":1222,"faq":1844,"free":625,"github":291,"languages":1863,"lastVerified":1227,"meta":1864,"models":1865,"navigation":625,"notSuitable":1868,"opensource":1221,"path":1873,"pillar":1240,"platforms":1874,"priceTable":1875,"pricing":1897,"published":1898,"relatedPlaybooks":1899,"relatedReviews":1903,"score":1910,"self_host":1221,"seo":1911,"seoTitle":1912,"slug":12,"sources":1913,"stem":1923,"suitable":1924,"tagline":1929,"tags":1930,"updated":1315,"verdict":1936,"website":1937,"__hash__":1938},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md",[1322,13,1323,1324],"coding\u002Fide\u002Ftrae","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fcodex",[1326,1327],"openai","anthropic",{"type":18,"value":1329,"toc":1824},[1330,1332,1374,1377,1380,1386,1429,1444,1450,1454,1457,1476,1495,1498,1502,1507,1511,1520,1524,1534,1538,1544,1548,1578,1581,1678,1683,1685,1723,1725,1731,1735,1745,1747,1785,1787,1813,1821],[21,1331,24],{"id":23},[26,1333,1335,1340,1358],{"className":1334},[29,30,31],[33,1336,1337,1339],{},[36,1338,38],{}," Cursor 是当前 AI IDE 综合体验的天花板。Composer 的多文件改写、Tab 的连续预测、@-symbol 的上下文召回三件套，加上 2026 年加上的 Cloud Agents 和 Bugbot，使「让 AI 真的写一段能跑的代码」这件事比纯插件方案高一个量级。",[33,1341,1342,1345,1346,1349,1350,1353,1354,1357],{},[36,1343,1344],{},"2026 年最大变化：SpaceX 以 600 亿美元全股票收购 Cursor 母公司 Anysphere","（2026-06-16 签约，预计 Q3 交割）。收购带来 Colossus 超算算力与 xAI 联合训练——自研模型 ",[36,1347,1348],{},"Composer 2.5"," 与低价的 ",[36,1351,1352],{},"Grok 4.5","（用 Cursor 会话数据训练）先后落地，降低了对 Anthropic\u002FOpenAI 的依赖。当前版本已迭代到 ",[36,1355,1356],{},"3.11","。",[33,1359,1360,1361,135,1364,135,1367,135,1370,1373],{},"代价是：",[36,1362,1363],{},"$20\u002F月起",[36,1365,1366],{},"国内访问不稳",[36,1368,1369],{},"2025-06 之后按 token 计费",[36,1371,1372],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[21,1375,1376],{"id":1376},"它到底是个什么",[33,1378,1379],{},"Cursor 是 VS Code 的 fork（不是插件，是独立编辑器），整套 UI \u002F 快捷键 \u002F 插件生态完全继承，但把 AI 当成一等公民重写了所有交互层。如果你今天用 VS Code，切到 Cursor 5 分钟就能上手，所有 keybindings \u002F 主题 \u002F 扩展都直接迁移。",[33,1381,1382,1383,185],{},"它的护城河不是某一个 feature，而是",[36,1384,1385],{},"三件套乘以工程化",[324,1387,1388,1401,1407],{},[101,1389,1390,1393,1394,1397,1398,1400],{},[36,1391,1392],{},"Composer","（",[132,1395,1396],{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；现在的 ",[36,1399,1348],{}," 是 Cursor 自研模型（85%+ 自主研发，以 Kimi K2.5 为底），已能在文件树尺度做重构。",[101,1402,1403,1406],{},[36,1404,1405],{},"Tab 补全"," — 不只是补当前行，而是预测你的下一步光标位置 + 多行 diff。收购 Supermaven 后补全采纳率达 72%，是 GitHub Copilot 没追上的部分。",[101,1408,1409,1412,1413,1416,1417,1420,1421,1424,1425,1428],{},[36,1410,1411],{},"@-symbol 上下文"," — ",[132,1414,1415],{},"@codebase"," 自动召回相关文件、",[132,1418,1419],{},"@docs"," 引外部文档、",[132,1422,1423],{},"@web"," 联网搜、",[132,1426,1427],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[33,1430,1431,1432,1435,1436,1439,1440,1443],{},"2026 年另加两件大件：",[36,1433,1434],{},"Cloud Agents","（云端 VM 跑长任务，3.5 起最多 10 个并行，",[132,1437,1438],{},"\u002Fmultitask"," 可拆最多 8 个子 Agent 各自独立 Git 分支）和 ",[36,1441,1442],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[33,1445,1446,1449],{},[36,1447,1448],{},"版本迭代速度极快","：3.0（4 月，Agents Window 成主界面）→ 3.5（5-20，Cloud Agents 并行）→ 3.9（6-30，团队市场加入 MCP 与组织）→ 3.10（7-10，Side Chats + 对话搜索）→ 3.11（7-17，Slack 集成改进）；iOS 版 Cursor Mobile 已于 6-29 上线。",[21,1451,1453],{"id":1452},"价格-计费重点","价格 & 计费（重点）",[33,1455,1456],{},"2025-06 起 Cursor 从「请求数」改成「按 token 配额」，引发过一轮社区反弹。当前的逻辑：",[98,1458,1459,1466,1473],{},[101,1460,1461,1462,1465],{},"每档套餐有",[36,1463,1464],{},"包含的美元额度","，按底层模型 API 价折算。",[101,1467,1468,1469,1472],{},"超出后",[36,1470,1471],{},"按需续费","（on-demand），月底结算。",[101,1474,1475],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[33,1477,1478,1481,1482,1485,1488,1489,1491,1494],{},[36,1479,1480],{},"Pro $20\u002F月","：日常 Agent 使用够；如果天天 Composer + Background Agents，月底会冲到额度上限。",[1483,1484],"br",{},[36,1486,1487],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[1483,1490],{},[36,1492,1493],{},"Teams $40\u002F用户\u002F月","：除了用量，主要买的是团队 Rules \u002F Skills 共享、团队级 Bugbot、SSO、隐私模式。",[33,1496,1497],{},"国内付款：结账页选 Alipay，可走支付宝。",[21,1499,1501],{"id":1500},"真实任务实测基于公开示例归纳","真实任务实测（基于公开示例归纳）",[84,1503,1504],{},[33,1505,1506],{},"来源说明：以下场景为 Cursor 官方 Composer 文档与公开 YouTube 实测视频常见演示流程的整合，非 AIHO 编辑部全程亲测，仅作为「能不能干」的参考。",[93,1508,1510],{"id":1509},"任务-1重构一个-800-行的-react-组件","任务 1：重构一个 800 行的 React 组件",[33,1512,1513,1516,1517,1519],{},[132,1514,1515],{},"Cmd+I"," → \"把这个组件按业务拆 3 个子组件，提取自定义 hook\" → Composer 列出涉及文件 + 新建 hook → Accept All。",[1483,1518],{},"\n经验值：90 秒级别能跑完，约 18k input \u002F 6k output token；import 路径偶尔错一两行，需手动改。",[93,1521,1523],{"id":1522},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[33,1525,1526,1528,1529,1420,1531,1533],{},[132,1527,1415],{}," 在 50k+ 行项目里召回相关文件、",[132,1530,1419],{},[132,1532,1423],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[93,1535,1537],{"id":1536},"任务-3mcp-接入","任务 3：MCP 接入",[33,1539,1540,1543],{},[132,1541,1542],{},"~\u002F.cursor\u002Fmcp.json"," 配 GitHub \u002F Linear \u002F Slack 或自建 MCP server，让 Agent 能直接调外部工具。2026-05 社区 MCP 注册表已超 200 个。",[21,1545,1547],{"id":1546},"上手-5-分钟","上手 5 分钟",[286,1549,1551],{"className":288,"code":1550,"language":290,"meta":291,"style":291},"# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n# 2. 用 GitHub \u002F Google 登录\n# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n# 4. 打开任意项目 → Cmd+I 试 Composer\n# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n",[132,1552,1553,1558,1563,1568,1573],{"__ignoreMap":291},[295,1554,1555],{"class":297,"line":298},[295,1556,1557],{"class":601},"# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[295,1559,1560],{"class":297,"line":309},[295,1561,1562],{"class":601},"# 2. 用 GitHub \u002F Google 登录\n",[295,1564,1565],{"class":297,"line":610},[295,1566,1567],{"class":601},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[295,1569,1570],{"class":297,"line":616},[295,1571,1572],{"class":601},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[295,1574,1575],{"class":297,"line":622},[295,1576,1577],{"class":601},"# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n",[21,1579,1580],{"id":1580},"同类对比",[387,1582,1583,1597],{},[390,1584,1585],{},[393,1586,1587,1589,1591,1593,1595],{},[396,1588,772],{},[396,1590,780],{},[396,1592,1108],{},[396,1594,10],{},[396,1596,1070],{},[403,1598,1599,1614,1629,1645,1661],{},[393,1600,1601,1603,1606,1609,1612],{},[408,1602,797],{},[408,1604,1605],{},"VS Code fork",[408,1607,1608],{},"终端 CLI",[408,1610,1611],{},"VS Code 插件",[408,1613,1605],{},[393,1615,1616,1618,1621,1624,1626],{},[408,1617,483],{},[408,1619,1620],{},"$20\u002F月起 + 用量",[408,1622,1623],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[408,1625,510],{},[408,1627,1628],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[393,1630,1631,1634,1637,1639,1642],{},[408,1632,1633],{},"国内访问",[408,1635,1636],{},"需稳定代理",[408,1638,1636],{},[408,1640,1641],{},"需代理",[408,1643,1644],{},"国内版直连",[393,1646,1647,1650,1653,1656,1658],{},[408,1648,1649],{},"Agent 形态",[408,1651,1652],{},"Composer + Cloud Agents",[408,1654,1655],{},"全终端",[408,1657,117],{},[408,1659,1660],{},"Builder + SOLO",[393,1662,1663,1666,1669,1672,1675],{},[408,1664,1665],{},"适合",[408,1667,1668],{},"IDE-first 全栈",[408,1670,1671],{},"终端 \u002F 后端 \u002F DevOps",[408,1673,1674],{},"老 VS Code 党",[408,1676,1677],{},"国内 \u002F 中文场景",[84,1679,1680],{},[33,1681,1682],{},"一句话区分：Cursor 是「GUI 全能型」，Claude Code 是「终端硬核派」，Copilot 是「便宜稳定但天花板低」，Trae 是「国内能用的 Cursor 替代」。",[21,1684,970],{"id":970},[324,1686,1687,1693,1699,1705,1711,1717],{},[101,1688,1689,1692],{},[36,1690,1691],{},"不要在多个 IP \u002F 设备频繁切换登录","，2025 之后 Cursor 风控严，账号一冻 24 小时起。",[101,1694,1695,1698],{},[36,1696,1697],{},"检查 usage 仪表盘","，Pro 用户每周看一次额度。开 MAX 模式跑长任务前，预估 token 量。",[101,1700,1701,1704],{},[36,1702,1703],{},"Cursor Rules 写短而精","，把超过 2000 字的项目说明拆成多个 .mdc 文件，否则每轮上下文吃得太多。",[101,1706,1707,1710],{},[36,1708,1709],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[101,1712,1713,1716],{},[36,1714,1715],{},"付费别走第三方账号","，官方明确表示只通过 cursor.com 直销，第三方账号可能被封。",[101,1718,1719,1722],{},[36,1720,1721],{},"国内信用卡如果被拒","，先开支付宝、再开 Stripe 友好的虚拟卡（Wise \u002F WildCard），别反复试同一张。",[21,1724,1038],{"id":1037},[33,1726,1727,1728,1730],{},"✅ 全栈开发者；习惯 VS Code 的人；多文件大改 \u002F Agent 长任务；已经在用 MCP 生态。",[1483,1729],{},"\n❌ 国内纯内网开发；JetBrains 重度用户；预算敏感的学生；对 usage-based 计费敏感的人。",[21,1732,1734],{"id":1733},"市场地位2026-中","市场地位（2026 中）",[33,1736,1737,1738,1741,1742,1744],{},"Cursor 6 月初年化营收约 ",[36,1739,1740],{},"$4B","，服务 60% 财富 500 强，约 700 名员工。市占率从 2025-06 的 41% 回落到 2026-05 的 26%（",[41,1743,1108],{"href":1107}," 约占赛道一半），但 SpaceX 收购带来的算力与自研模型资源，让它在下半年的竞争中重新握有底牌。三方估算显示，Cursor 接 Sonnet 5 后端时 SWE-bench 约 65.7%，默认配置约 51.7%。",[21,1746,1093],{"id":1093},[98,1748,1749,1761,1768,1775],{},[101,1750,1751,1752,1756,1757],{},"最新资讯：",[41,1753,1755],{"href":1754},"\u002Fnews\u002F2026\u002Fspacex-acquires-cursor.html","SpaceX 600 亿美元收购 Cursor"," · ",[41,1758,1760],{"href":1759},"\u002Fnews\u002F2026\u002Fgrok-4-5-release.html","Grok 4.5 与 Cursor 联合训练",[101,1762,1763,1764],{},"配套 playbook：",[41,1765,1767],{"href":1766},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[101,1769,1770,1771],{},"同分类：",[41,1772,1774],{"href":1773},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[101,1776,1777,1778,1756,1780,1756,1783],{},"替代品：",[41,1779,1070],{"href":1069},[41,1781,1782],{"href":785},"Devin Desktop（原 Windsurf）",[41,1784,1108],{"href":1107},[21,1786,1159],{"id":1159},[98,1788,1789,1796,1803,1810],{},[101,1790,1791,1792],{},"官方定价页：",[41,1793,1794],{"href":1794,"rel":1795},"https:\u002F\u002Fcursor.com\u002Fpricing",[161],[101,1797,1798,1799],{},"Composer 文档：",[41,1800,1801],{"href":1801,"rel":1802},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[161],[101,1804,1805,1806],{},"Cursor 3.5 Cloud Agents 公告：",[41,1807,1808],{"href":1808,"rel":1809},"https:\u002F\u002Fcursor.com\u002Fchangelog",[161],[101,1811,1812],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[84,1814,1815],{},[33,1816,1817,1818,1820],{},"本卡片由 AIHO 编辑部基于以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[41,1819,1194],{"href":1193}," 反馈更新。",[1197,1822,1823],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}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":291,"searchDepth":610,"depth":610,"links":1825},[1826,1827,1828,1829,1834,1835,1836,1837,1838,1839,1840],{"id":23,"depth":309,"text":24},{"id":1376,"depth":309,"text":1376},{"id":1452,"depth":309,"text":1453},{"id":1500,"depth":309,"text":1501,"children":1830},[1831,1832,1833],{"id":1509,"depth":610,"text":1510},{"id":1522,"depth":610,"text":1523},{"id":1536,"depth":610,"text":1537},{"id":1546,"depth":309,"text":1547},{"id":1580,"depth":309,"text":1580},{"id":970,"depth":309,"text":970},{"id":1037,"depth":309,"text":1038},{"id":1733,"depth":309,"text":1734},{"id":1093,"depth":309,"text":1093},{"id":1159,"depth":309,"text":1159},"ide","\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 2026 真实评测：SpaceX 以 600 亿美元收购后的最强 AI IDE，基于 VS Code，支持 Composer 2.5 多文件改写、Cloud Agents、MCP、Claude Sonnet 5 \u002F GPT-5.6 \u002F Grok 4.5 多模型和 Bugbot。本文整理最新版本、价格、支付宝付款、国内网络风险、封号避坑，以及和 Trae、Devin Desktop、Claude Code 的选择建议。",[1845,1848,1851,1854,1857,1860],{"q":1846,"a":1847},"Cursor 国内能用吗？","可以，但需要全程稳定的代理。直连不稳，且高频切 IP 会触发账号风控。建议：固定家庭网 + 稳定代理，避免频繁切换。",{"q":1849,"a":1850},"Cursor Pro 多少钱？怎么付款？","$20\u002F月起。Pro 之外还有 Pro+ 和 Ultra（更高用量），Teams $40\u002F用户\u002F月。支持支付宝（结账页选 Alipay），也支持 Visa\u002FMastercard 国际信用卡。开发票需 Business \u002F Teams 计划。",{"q":1852,"a":1853},"Cursor 和 VS Code 区别？","Cursor 是 VS Code 的 fork，几乎所有 VS Code 插件都兼容。最大差异是内置 Composer（多文件 Agent）、Tab 智能补全、@-symbol 上下文检索，这三个 VS Code 原生没有。",{"q":1855,"a":1856},"Cursor 支持自定义 API（DeepSeek \u002F Qwen）吗？","支持。设置里可填 OpenAI \u002F Anthropic 兼容的 base_url 和 key，但 Composer \u002F Tab 等高级功能仅在自带模型上工作最好。",{"q":1858,"a":1859},"Cursor Rules 是什么？","项目根目录下的 .cursor\u002Frules\u002F*.mdc（新版）或 .cursorrules（旧版）文件，给 AI 提供项目级上下文（编码规范、技术栈、目录结构）。每次对话都会自动注入。",{"q":1861,"a":1862},"Background Agent \u002F Bugbot 是什么？","Background Agents 在云端 VM 异步跑任务，你可以同时做别的；Bugbot 是 PR 检查器，自动扫描漏洞和给 fix 建议（2026 起进 Pro 默认按量计费）。",[1225,1226],{},[1230,1231,1866,1233,1867],"grok-4.5","composer-2.5",[1869,1870,1871,1872],"国内纯内网开发（连不上）","重度 JetBrains 用户（IDEA \u002F WebStorm \u002F GoLand）","预算敏感或学生（先试 Trae \u002F 通义灵码）","对 usage-based 计费高度敏感（2025-06 之后按 token 计费，重度用户月底容易超）","\u002Ftools\u002Fcoding\u002Fide\u002Fcursor",[1242,1243,1244],[1876,1880,1884,1888,1893],{"plan":1877,"price":496,"limit":1878,"cn_pay":868,"note":1879},"Hobby (Free)","Agent 限量 + Tab 补全限量","仅试用，不可付费",{"plan":507,"price":1881,"limit":1882,"cn_pay":1883,"note":1253},"$20\u002F月","扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝",{"plan":1487,"price":1885,"limit":1886,"cn_pay":1266,"note":1887},"$60+ \u002F $200\u002F月","更高用量配额，Agent 重度用户","天天跑 Agent 的开发者",{"plan":1889,"price":1890,"limit":1891,"cn_pay":1266,"note":1892},"Teams","$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot","团队档",{"plan":551,"price":1894,"limit":1895,"cn_pay":1266,"note":1896},"Custom","Pool 用量 \u002F SCIM \u002F 审计 \u002F 仓库与模型访问控制","大型组织","Free \u002F Pro $20\u002Fmo \u002F Pro+ \u002F Ultra \u002F Teams $40\u002Fuser\u002Fmo \u002F Enterprise","2026-06-18",[1900,1901,1902],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Fcursor-vs-claude-code-when-to-use",[1904,1905,1906,1907,1908,1909],"ai-coding-tool-decision-tree","cursor-deep-review","cursor-vs-windsurf-vs-trae","qoder-deep-review","trae-deep-review","windsurf-deep-review",{"power":622,"ux":622,"price":610,"cn_support":610,"stability":616},{"title":780,"description":1843},"Cursor 评测 2026：SpaceX 收购后的最强 AI IDE？价格、模型与国内避坑",[1914,1916,1918,1920],{"title":1915,"url":1794},"Cursor 官方定价页",{"title":1917,"url":1801},"Cursor Composer 官方文档",{"title":1919,"url":1808},"Cursor Changelog（3.9–3.11）",{"title":1921,"url":1922},"SpaceX 收购 Anysphere（Reuters\u002FSEC）","https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002F","tools\u002Fcoding\u002Fide\u002Fcursor",[1925,1926,1927,1928],"全栈开发者（前端 \u002F 后端 \u002F 全栈一把抓）","习惯 VS Code 不想换编辑器的人","需要多文件大改、Agent 长任务的人","已经在用 MCP 生态（GitHub \u002F Linear \u002F Slack 等）的团队","AI 原生代码编辑器，Composer 多文件改写一时无两（现为 SpaceX 子公司）",[1841,1313,1931,1932,1933,1934,1935],"composer","mcp","vscode-fork","bugbot","background-agent","SpaceX 收购后资源更足、自研模型加持；如果不在乎价格和网络，这是开发者第一选择；如果在乎，先看 Trae \u002F Claude Code。","https:\u002F\u002Fcursor.com","vww7kN49iNqNo2dyRLS1_4hVRJ2bDccVwiFMT5YtpBE",{"id":1940,"title":1941,"alternatives":1942,"api_compatible":1944,"body":1948,"category":1841,"chinese_friendly":610,"cover":2717,"description":2718,"domestic":1221,"extension":1222,"faq":1223,"free":625,"github":1223,"languages":2719,"lastVerified":1227,"meta":2720,"models":1223,"navigation":625,"notSuitable":1223,"opensource":1221,"path":2721,"pillar":1240,"platforms":2722,"priceTable":2723,"pricing":2735,"published":1898,"relatedPlaybooks":1223,"relatedReviews":2736,"score":2737,"self_host":1221,"seo":2738,"seoTitle":2739,"slug":13,"sources":2740,"stem":2757,"suitable":1223,"tagline":2758,"tags":2759,"updated":1315,"verdict":2763,"website":2764,"__hash__":2765},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[12,1322,1943,14],"coding\u002Fide\u002Fzed",[1945,1946,1947],"OpenAI","Anthropic","Google",{"type":18,"value":1949,"toc":2700},[1950,1952,1990,1995,1997,2001,2016,2022,2036,2044,2058,2066,2086,2090,2099,2103,2106,2109,2129,2133,2140,2211,2216,2227,2235,2237,2274,2277,2298,2300,2328,2330,2468,2473,2487,2492,2520,2522,2584,2586,2588,2608,2610,2628,2630,2673,2675,2692,2697],[21,1951,24],{"id":23},[26,1953,1955,1985],{"className":1954},[29,30,31],[33,1956,1957,1960,1961,1964,1965,1968,1969,1972,1973,1976,1977,1980,1981,1984],{},[36,1958,1959],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[36,1962,1963],{},"2026-06-02 更名为 Devin Desktop","（OTA 自动更新），并入 Cognition 的统一 Devin 品牌矩阵（Cloud \u002F Desktop \u002F CLI \u002F Review）。招牌 Agent ",[36,1966,1967],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[36,1970,1971],{},"Devin Local"," 取代——token 效率 +30%、支持子 Agent、Fast Context 用 SWE-grep 检索快约 20x、沙盒化执行，并支持 ",[36,1974,1975],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[132,1978,1979],{},"surf"," 命令改为 ",[132,1982,1983],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[33,1986,1987,1989],{},[36,1988,38],{}," 原 Windsurf 是 VS Code fork 基底的 AI-first IDE，免费档比 Cursor 大方、补全（Supercomplete）体感快；如今它是 Devin 生态的桌面入口，Agent Command Center（Spaces、Kanban）成主界面。Windsurf 的 JetBrains 插件保留原名。",[84,1991,1992],{},[33,1993,1994],{},"来源说明：本文基于 devin.ai \u002F windsurf.com 官方页面与更名 FAQ、docs.devin.ai 文档、多份独立评测（vibecoding.app \u002F eesel.ai \u002F openaitoolshub \u002F pecollective.com）综合整理。Cognition 的品牌 \u002F 产品结构变动较快，请以最新官方信息为准。",[21,1996,91],{"id":91},[93,1998,2000],{"id":1999},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[84,2002,2003],{},[33,2004,2005,2008,2009,2012,2013,2015],{},[36,2006,2007],{},"注意","：下文描述的 Cascade 已于 ",[36,2010,2011],{},"2026-07-01 EOL","，由 ",[36,2014,1971],{}," 取代。Devin Local 用 Rust 重写，token 效率 +30%、支持子 Agent、Fast Context 检索快约 20x（SWE-grep）、沙盒化执行，并支持 ACP 跨 Agent 协议（同界面可切 Codex \u002F Claude Agent \u002F OpenCode）。以下 Cascade 的能力描述保留作为演进参照，多数已被 Devin Local 对齐或增强。",[33,2017,2018,2019,2021],{},"Cascade 曾是 Windsurf 对标 ",[41,2020,780],{"href":779}," Composer 的多步骤 Agent。两种模式：",[98,2023,2024,2030],{},[101,2025,2026,2029],{},[36,2027,2028],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[101,2031,2032,2035],{},[36,2033,2034],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[33,2037,2038,2043],{},[41,2039,2042],{"href":2040,"rel":2041},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[161],"官方 Cascade 文档"," 公开的能力：",[98,2045,2046,2049,2052,2055],{},[101,2047,2048],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[101,2050,2051],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[101,2053,2054],{},"自动探测项目用的包管理器并装依赖",[101,2056,2057],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[33,2059,2060,2065],{},[41,2061,2064],{"href":2062,"rel":2063},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[161],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[98,2067,2068,2074,2080],{},[101,2069,2070,2073],{},[36,2071,2072],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[101,2075,2076,2079],{},[36,2077,2078],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[101,2081,2082,2085],{},[36,2083,2084],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[93,2087,2089],{"id":2088},"supercomplete补全速度优势","Supercomplete：补全速度优势",[33,2091,2092,2093,2098],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[41,2094,2097],{"href":2095,"rel":2096},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[161],"PE Collective 评测"," 描述：\"没有云端补全那种卡顿，suggestions 几乎瞬间出现\"。能预测下一行甚至连续几行（特别是 API route \u002F 测试用例这类重复模式）。",[93,2100,2102],{"id":2101},"flows上下文聊天","Flows：上下文聊天",[33,2104,2105],{},"Cascade 的对话界面，跨会话保留上下文。问完一个函数，追问它的测试，Flows 能记住前一轮在讨论什么。索引整个 codebase + 当前打开文件 + 最近编辑。",[93,2107,2108],{"id":2108},"其他",[98,2110,2111,2117,2123],{},[101,2112,2113,2116],{},[36,2114,2115],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[101,2118,2119,2122],{},[36,2120,2121],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[101,2124,2125,2128],{},[36,2126,2127],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[21,2130,2132],{"id":2131},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[33,2134,2135,2139],{},[41,2136,2138],{"href":2095,"rel":2137},[161],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[387,2141,2142,2157],{},[390,2143,2144],{},[393,2145,2146,2149,2151,2154],{},[396,2147,2148],{},"套餐",[396,2150,483],{},[396,2152,2153],{},"Credits",[396,2155,2156],{},"备注",[403,2158,2159,2171,2184,2198],{},[393,2160,2161,2163,2165,2168],{},[408,2162,493],{},[408,2164,496],{},[408,2166,2167],{},"25 credits\u002F月",[408,2169,2170],{},"比 Cursor Free 体感更可用",[393,2172,2173,2175,2178,2181],{},[408,2174,507],{},[408,2176,2177],{},"$15\u002F月",[408,2179,2180],{},"500 credits\u002F月",[408,2182,2183],{},"比 Cursor Pro 便宜 $5",[393,2185,2186,2189,2192,2195],{},[408,2187,2188],{},"Team",[408,2190,2191],{},"$30\u002Fseat\u002F月",[408,2193,2194],{},"更多 credits + SSO + 中央账单",[408,2196,2197],{},"中小团队",[393,2199,2200,2202,2205,2208],{},[408,2201,551],{},[408,2203,2204],{},"联系销售",[408,2206,2207],{},"定制",[408,2209,2210],{},"大企业 \u002F 合规",[33,2212,2213,185],{},[36,2214,2215],{},"Credit 消耗规则（社区共识，非官方明示）",[98,2217,2218,2221,2224],{},[101,2219,2220],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[101,2222,2223],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[101,2225,2226],{},"自带补全（Supercomplete）= 不算 credits",[33,2228,2229,2234],{},[41,2230,2233],{"href":2231,"rel":2232},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[161],"openaitoolshub 评测"," 真实使用感受：Pro $15 + 500 credits 对中度用户够用一个月；写得猛的话第二周就空，要加买 credit pack。",[21,2236,1547],{"id":1546},[286,2238,2240],{"className":288,"code":2239,"language":290,"meta":291,"style":291},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[132,2241,2242,2247,2260,2264,2269],{"__ignoreMap":291},[295,2243,2244],{"class":297,"line":298},[295,2245,2246],{"class":601},"# macOS\n",[295,2248,2249,2251,2253,2257],{"class":297,"line":309},[295,2250,638],{"class":301},[295,2252,641],{"class":305},[295,2254,2256],{"class":2255},"sj4cs"," --cask",[295,2258,2259],{"class":305}," windsurf\n",[295,2261,2262],{"class":297,"line":610},[295,2263,626],{"emptyLinePlaceholder":625},[295,2265,2266],{"class":297,"line":616},[295,2267,2268],{"class":601},"# Windows \u002F Linux\n",[295,2270,2271],{"class":297,"line":622},[295,2272,2273],{"class":601},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[33,2275,2276],{},"打开后：",[324,2278,2279,2282,2285,2292,2295],{},[101,2280,2281],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[101,2283,2284],{},"选择主题（VS Code 用户零迁移成本）",[101,2286,2287,2288,2291],{},"打开项目目录 → ",[132,2289,2290],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[101,2293,2294],{},"输入第一个 prompt，比如\"读完整个项目结构后告诉我这是什么项目\"",[101,2296,2297],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[21,2299,720],{"id":720},[324,2301,2302,2308,2313,2318],{},[101,2303,2304,2307],{},[36,2305,2306],{},"账号注册","：需要海外邮箱 + 偶发要海外手机；国内邮箱（QQ \u002F 163）有时被拒",[101,2309,2310,2312],{},[36,2311,733],{},"：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[101,2314,2315,2317],{},[36,2316,743],{},"：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[101,2319,2320,185,2322,2324,2325,2327],{},[36,2321,749],{},[41,2323,1070],{"href":1069},"（字节 IDE，国内访问无门槛）或 ",[41,2326,780],{"href":779},"（生态更成熟）",[21,2329,763],{"id":763},[387,2331,2332,2354],{},[390,2333,2334],{},[393,2335,2336,2338,2340,2344,2348],{},[396,2337,772],{},[396,2339,786],{},[396,2341,2342],{},[41,2343,780],{"href":779},[396,2345,2346],{},[41,2347,1070],{"href":1069},[396,2349,2350],{},[41,2351,2353],{"href":2352},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[403,2355,2356,2372,2385,2400,2414,2427,2440,2453],{},[393,2357,2358,2360,2363,2366,2369],{},[408,2359,843],{},[408,2361,2362],{},"Cascade（激进）",[408,2364,2365],{},"Composer（保守）",[408,2367,2368],{},"类 Composer",[408,2370,2371],{},"ACP 协议接入",[393,2373,2374,2376,2379,2381,2383],{},[408,2375,829],{},[408,2377,2378],{},"★★★★★ 自研模型",[408,2380,824],{},[408,2382,824],{},[408,2384,824],{},[393,2386,2387,2390,2393,2395,2398],{},[408,2388,2389],{},"免费档慷慨度",[408,2391,2392],{},"★★★★☆ 25 credits",[408,2394,838],{},[408,2396,2397],{},"★★★★★ 中国无限制",[408,2399,824],{},[393,2401,2402,2405,2407,2409,2412],{},[408,2403,2404],{},"Pro 价格",[408,2406,2177],{},[408,2408,1881],{},[408,2410,2411],{},"国内免费",[408,2413,1881],{},[393,2415,2416,2419,2421,2423,2425],{},[408,2417,2418],{},"国内可用性",[408,2420,838],{},[408,2422,838],{},[408,2424,816],{},[408,2426,838],{},[393,2428,2429,2432,2434,2436,2438],{},[408,2430,2431],{},"多文件改动激进度",[408,2433,816],{},[408,2435,824],{},[408,2437,824],{},[408,2439,838],{},[393,2441,2442,2445,2447,2449,2451],{},[408,2443,2444],{},"稳定性",[408,2446,824],{},[408,2448,816],{},[408,2450,824],{},[408,2452,824],{},[393,2454,2455,2458,2461,2463,2465],{},[408,2456,2457],{},"生态（VS Code 扩展）",[408,2459,2460],{},"★★★★★ fork",[408,2462,2460],{},[408,2464,2460],{},[408,2466,2467],{},"★★★☆☆ 自家",[33,2469,2470,185],{},[36,2471,2472],{},"选 Windsurf 如果你",[98,2474,2475,2478,2481,2484],{},[101,2476,2477],{},"看重补全速度 + 多文件 Agent 的激进度",[101,2479,2480],{},"海外开发者 \u002F 已经能搞定支付和网络",[101,2482,2483],{},"免费档已经够用、不想付费",[101,2485,2486],{},"跑 Cursor 卡顿，想换个推理基础设施",[33,2488,2489,185],{},[36,2490,2491],{},"别选 Windsurf 如果你",[98,2493,2494,2499,2505,2514],{},[101,2495,2496,2497,1074],{},"国内 + 不想折腾代理（去 ",[41,2498,1070],{"href":1069},[101,2500,2501,2502,2504],{},"重度使用 + 预算敏感（credit 制不划算，",[41,2503,780],{"href":779}," 月费固定）",[101,2506,2507,2508,755,2510,1074],{},"终端原生使用者（",[41,2509,1108],{"href":1107},[41,2511,2513],{"href":2512},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[101,2515,2516,2517,1074],{},"完全开源洁癖（",[41,2518,2519],{"href":758},"Continue.dev",[21,2521,970],{"id":970},[98,2523,2524,2530,2540,2550,2560,2572,2578],{},[101,2525,2526,2529],{},[36,2527,2528],{},"Credit 制下重度使用要算账","：500 credits 看着多，复杂 refactor 一次性吃掉 10-20 credits，月底空了得加 credit pack",[101,2531,2532,2535,2536,2539],{},[36,2533,2534],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[36,2537,2538],{},"犯错也更多","，commit 频率要拉高，方便回滚",[101,2541,2542,2545,2546,2549],{},[36,2543,2544],{},"多窗口隔离","：根据 ",[41,2547,2233],{"href":2231,"rel":2548},[161]," 实测，Cascade context 是按窗口隔离的——前后端在两个项目时跨项目协作有缺陷，需开 multi-root workspace",[101,2551,2552,185,2555,2559],{},[36,2553,2554],{},"Cascade 写文件失败的\"flaky\"",[41,2556,2558],{"href":2062,"rel":2557},[161],"dev.to 用户反馈"," 引用的常见问题，Cascade 偶发 \"cascade errors when trying to write files\"，重试或换模型可解",[101,2561,2562,2565,2566,2568,2569,2571],{},[36,2563,2564],{},"更名已落地，注意迁移","：Windsurf 已于 2026-06-02 更名 Devin Desktop，Cascade 于 07-01 EOL。老用户 OTA 自动更新，无需重装；但脚本里的 ",[132,2567,1979],{}," 命令要改为 ",[132,2570,1983],{},"，依赖 Cascade 的工作流需迁移到 Devin Local（功能对齐，部分交互不同），建议先在小项目验证再全面迁移",[101,2573,2574,2577],{},[36,2575,2576],{},"Rust \u002F Go 项目 LSP 不够全","：Cascade 的内嵌 LSP 比\"VS Code + Rust Analyzer 扩展\"功能少一些",[101,2579,2580,2583],{},[36,2581,2582],{},"VS Code 扩展库兼容性","：95%+ 兼容，但极少数靠 VS Code 私有 API 的扩展（如某些远程开发插件）会有问题",[21,2585,1038],{"id":1037},[33,2587,1041],{},[98,2589,2590,2596,2599,2602,2605],{},[101,2591,2592,2593,2595],{},"想用比 ",[41,2594,780],{"href":779}," 更激进的 Agent 模式",[101,2597,2598],{},"重视补全的瞬时响应",[101,2600,2601],{},"海外开发者 \u002F 能稳定上代理",[101,2603,2604],{},"VS Code 用户想\"原地升级\"",[101,2606,2607],{},"团队规模中小（5-20 人），SSO 需求",[33,2609,1061],{},[98,2611,2612,2618,2623,2626],{},[101,2613,2614,2615,2617],{},"国内首选 IDE（",[41,2616,1070],{"href":1069}," 更顺）",[101,2619,2620,2621,1074],{},"终端工作流为主（",[41,2622,1108],{"href":1107},[101,2624,2625],{},"需要私有部署 \u002F 数据不出网",[101,2627,1090],{},[21,2629,1093],{"id":1093},[98,2631,2632,2642,2655,2663],{},[101,2633,1751,2634,755,2638],{},[41,2635,2637],{"href":2636},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[41,2639,2641],{"href":2640},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[101,2643,1098,2644,755,2646,755,2648,755,2650,755,2652],{},[41,2645,780],{"href":779},[41,2647,1070],{"href":1069},[41,2649,2353],{"href":2352},[41,2651,1108],{"href":1107},[41,2653,10],{"href":2654},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html",[101,2656,1117,2657,755,2659,755,2661],{},[41,2658,1121],{"href":1120},[41,2660,1152],{"href":1151},[41,2662,1127],{"href":1126},[101,2664,1130,2665,755,2667,755,2669],{},[41,2666,81],{"href":1133},[41,2668,1137],{"href":1136},[41,2670,2672],{"href":2671},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[21,2674,1159],{"id":1159},[98,2676,2677,2683,2689],{},[101,2678,1164,2679],{},[41,2680,2681],{"href":2681,"rel":2682},"https:\u002F\u002Fwindsurf.com",[161],[101,2684,2685,2686],{},"Cascade 文档：",[41,2687,2040],{"href":2040,"rel":2688},[161],[101,2690,2691],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[33,2693,2694,2695,1195],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 命令 \u002F 功能与最新官方信息不一致，请通过 ",[41,2696,1194],{"href":1193},[1197,2698,2699],{},"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 .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":291,"searchDepth":610,"depth":610,"links":2701},[2702,2703,2709,2710,2711,2712,2713,2714,2715,2716],{"id":23,"depth":309,"text":24},{"id":91,"depth":309,"text":91,"children":2704},[2705,2706,2707,2708],{"id":1999,"depth":610,"text":2000},{"id":2088,"depth":610,"text":2089},{"id":2101,"depth":610,"text":2102},{"id":2108,"depth":610,"text":2108},{"id":2131,"depth":309,"text":2132},{"id":1546,"depth":309,"text":1547},{"id":720,"depth":309,"text":720},{"id":763,"depth":309,"text":763},{"id":970,"depth":309,"text":970},{"id":1037,"depth":309,"text":1038},{"id":1093,"depth":309,"text":1093},{"id":1159,"depth":309,"text":1159},"\u002Fimg\u002Ftools\u002Fwindsurf.webp","Windsurf \u002F Devin Desktop 真实评测：Cognition 于 2026-06-02 将 Windsurf 更名 Devin Desktop，招牌 Agent Cascade 已于 07-01 EOL，由 Rust 重写的 Devin Local 取代（token 效率 +30%，支持 ACP 跨 Agent 协议）。AIHO 编辑部基于官方文档与多份独立评测整理，含最新变化、定价、与 Cursor 对比、避坑指南。",[1225,1226],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[1242,1243,1244],[2724,2727,2731,2733],{"plan":493,"price":496,"limit":2725,"cn_pay":1248,"note":2726},"25 credits\u002F月，Cascade 基础访问","比 Cursor Free 体感强",{"plan":507,"price":2177,"limit":2728,"cn_pay":2729,"note":2730},"500 credits\u002F月，多模型","⚠️ 需海外卡","比 Cursor 便宜 $5",{"plan":2188,"price":2191,"limit":2732,"cn_pay":1256,"note":2197},"更高 credit + SSO",{"plan":551,"price":2204,"limit":2734,"cn_pay":1248,"note":1267},"VPC \u002F 审计 \u002F SOC2","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat",[1905,1906,1908,1909],{"power":622,"ux":622,"price":616,"cn_support":610,"stability":616},{"title":1941,"description":2718},"Windsurf 评测 2026：Codeium 出品 AI IDE，现已更名 Devin Desktop",[2741,2743,2745,2748,2750,2752,2754],{"title":2742,"url":2681},"Windsurf 官方",{"title":2744,"url":2040},"Cascade 官方文档",{"title":2746,"url":2747},"Windsurf Review 2026 (vibecoding.app)","https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fwindsurf-review",{"title":2749,"url":2062},"Windsurf 评测 - eesel AI",{"title":2751,"url":2231},"Windsurf Honest Assessment",{"title":2753,"url":2095},"PE Collective 2026 Review",{"title":2755,"url":2756},"Windsurf → Devin Desktop 更名 FAQ","https:\u002F\u002Fdevin.ai\u002F","tools\u002Fcoding\u002Fide\u002Fwindsurf","原 Windsurf，2026-06 更名 Devin Desktop，Cascade 退役、Devin Local 接棒",[1841,2760,2761,1933,2762],"agent","cascade","codeium","已并入 Devin 生态。原 Cascade 已退役，接棒的 Devin Local（Rust 重写）更快更省且支持 ACP 跨 Agent；仍是免费档大方的 AI IDE，但需重新适应新品牌与新 Agent。","https:\u002F\u002Fdevin.ai","DGsX5EVDK7me3yKZnikMKO8a2cO1_6OEFSU8NmCKeDg",{"id":2767,"title":754,"alternatives":2768,"api_compatible":2771,"body":2776,"category":3258,"chinese_friendly":616,"cover":3259,"description":3260,"domestic":1221,"extension":1222,"faq":3261,"free":625,"github":3219,"languages":3277,"lastVerified":1227,"meta":3278,"models":3279,"navigation":625,"notSuitable":3285,"opensource":625,"path":3289,"pillar":1240,"platforms":3290,"priceTable":3291,"pricing":3303,"published":1898,"relatedPlaybooks":3304,"relatedReviews":3307,"score":3311,"self_host":625,"seo":3312,"seoTitle":3313,"slug":14,"sources":3314,"stem":3323,"suitable":3324,"tagline":3330,"tags":3331,"updated":3337,"verdict":3338,"website":3212,"__hash__":3339},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcline.md",[2769,2770,1323,12],"coding\u002Fcli\u002Froo-code","coding\u002Fcli\u002Faider",[1326,1327,2772,2773,2774,2775],"openrouter","bedrock","vertex","ollama",{"type":18,"value":2777,"toc":3242},[2778,2780,2795,2797,2800,2828,2831,2833,2881,2886,2897,2901,2906,2910,2945,2948,2952,2963,2967,2970,2972,2980,2982,3109,3111,3171,3173,3179,3181,3204,3206,3235],[21,2779,24],{"id":23},[26,2781,2783,2792],{"className":2782},[29,30,31],[33,2784,2785,2787,2788,2791],{},[36,2786,38],{}," Cline 是 VS Code 里的开源 AI Agent 插件（Apache-2.0，58k+ stars），",[36,2789,2790],{},"BYOK 模式 + Plan-then-Act 工作流 + 每步审批 + 最大 MCP 生态","，定位为「谨慎派」的标杆。",[33,2793,2794],{},"不订阅、不抽成，你直接付 API 钱；成本敏感的人可以接 DeepSeek V4 Pro（输入 $0.435 \u002F 1M token），把月费压到 Cursor 的几分之一。",[21,2796,1376],{"id":1376},[33,2798,2799],{},"Cline（原名 Claude Dev）是 VS Code 扩展商店里的开源 AI Agent。和 Cursor \u002F Trae 这种独立 IDE 不同，它就是个插件，你装上就用：",[98,2801,2802,2807,2813,2822],{},[101,2803,2804,2806],{},[36,2805,797],{},"：VS Code 右侧栏开一个 Cline 面板，输入任务 → Plan → Act → 每步审批 → 直到完成。",[101,2808,2809,2812],{},[36,2810,2811],{},"模型","：完全 BYOK（Bring Your Own Key）。OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek \u002F Qwen 全支持。",[101,2814,2815,2817,2818,2821],{},[36,2816,44],{},"：原生支持 MCP 协议，并维护一个",[36,2819,2820],{},"社区 Marketplace","——比 Cursor \u002F Claude Code 的 MCP 生态都大。",[101,2823,2824,2827],{},[36,2825,2826],{},"开源","：Apache-2.0，可 fork \u002F 审计 \u002F 自部署，企业合规友好。",[33,2829,2830],{},"它和 Roo Code 共享同一个祖宗（Claude Dev），2024 分叉之后各走各路。Cline 更社区驱动（MCP Marketplace 是社区维护，Star 数高），Roo Code 更产品驱动（自带 Cloud Agents、Team Policy）。",[21,2832,483],{"id":483},[387,2834,2835,2846],{},[390,2836,2837],{},[393,2838,2839,2841,2843],{},[396,2840,480],{},[396,2842,483],{},[396,2844,2845],{},"说明",[403,2847,2848,2859,2870],{},[393,2849,2850,2853,2856],{},[408,2851,2852],{},"插件本体",[408,2854,2855],{},"免费",[408,2857,2858],{},"Apache-2.0 开源",[393,2860,2861,2864,2867],{},[408,2862,2863],{},"BYOK",[408,2865,2866],{},"按 API 计费",[408,2868,2869],{},"0 厂商抽成，付的钱全进 API 厂商口袋",[393,2871,2872,2875,2878],{},[408,2873,2874],{},"Cline Teams",[408,2876,2877],{},"询价",[408,2879,2880],{},"SSO + RBAC + 集中策略 + 审计 + 用量分析",[33,2882,2883],{},[36,2884,2885],{},"真实成本范例（参考）：",[98,2887,2888,2891,2894],{},[101,2889,2890],{},"Claude Sonnet 4.6 BYOK：$3 \u002F $15 per 1M token（input\u002Foutput），重度日用 $30-100\u002F月",[101,2892,2893],{},"DeepSeek V4 Pro BYOK：$0.435 \u002F $0.87 per 1M token，重度日用 $5-15\u002F月",[101,2895,2896],{},"Ollama 本地：$0（电费忽略），但需要 RTX 3090+ 才能跑 Qwen2.5-Coder 32B",[21,2898,2900],{"id":2899},"真实任务实测基于公开素材归纳","真实任务实测（基于公开素材归纳）",[84,2902,2903],{},[33,2904,2905],{},"来源说明：以下场景为 Cline GitHub 文档与 Qodo \u002F Serenities AI 评测的工作流归纳。",[93,2907,2909],{"id":2908},"任务-1让-cline-在陌生代码库里加-feature","任务 1：让 Cline 在陌生代码库里加 feature",[324,2911,2912,2915,2932,2938],{},[101,2913,2914],{},"输入任务：\"在这个 Express 项目里加一个 \u002Fapi\u002Fusers\u002Fme endpoint\"",[101,2916,2917,2920,2921,2924,2925,2924,2928,2931],{},[36,2918,2919],{},"Plan 阶段","：Cline 先读 ",[132,2922,2923],{},"package.json"," + ",[132,2926,2927],{},"app.js",[132,2929,2930],{},"routes\u002F","，列出需要新建\u002F修改的文件",[101,2933,2934,2937],{},[36,2935,2936],{},"Act 阶段","：每改一个文件、每跑一条命令都弹审批",[101,2939,2940,2941,2944],{},"完成后跑 ",[132,2942,2943],{},"npm test"," 验证",[33,2946,2947],{},"第一次用会觉得\"怎么这么多次点击\"，但在不熟悉的代码库里这就是安全网。",[93,2949,2951],{"id":2950},"任务-2byok-切到-deepseek-压成本","任务 2：BYOK 切到 DeepSeek 压成本",[33,2953,2954,2955,2958,2959,2962],{},"设置里选 OpenAI-compatible，base URL 填 DeepSeek 的 endpoint（",[132,2956,2957],{},"https:\u002F\u002Fapi.deepseek.com","），key 填好，模型选 ",[132,2960,2961],{},"deepseek-coder","。同样任务从月费 $50 降到 $10 量级。质量略低于 Claude Sonnet 4.6，但对常规改动够用。",[93,2964,2966],{"id":2965},"任务-3mcp-marketplace-装数据库-server","任务 3：MCP Marketplace 装数据库 server",[33,2968,2969],{},"Cline 面板 → MCP Marketplace → 装 Postgres MCP server → 配 connection string → 让 AI 直接查表、改 schema、跑 migration。这是 Cursor 也能做但生态没这么丰富的部分。",[21,2971,1547],{"id":1546},[286,2973,2978],{"className":2974,"code":2976,"language":2977,"meta":291},[2975],"language-text","1. VS Code Marketplace 搜 \"Cline\"，作者 saoudrizwan，安装\n2. 左侧栏点 Cline 图标 → Settings\n3. 选 API Provider（Anthropic \u002F OpenAI \u002F OpenRouter \u002F DeepSeek \u002F Ollama …）\n4. 填 API key，选模型\n5. 回到主面板，输入任务 → Plan → 审批 → Act\n6. 装 MCP server：Cline 面板顶部 \"MCP Servers\" → Marketplace\n","text",[132,2979,2976],{"__ignoreMap":291},[21,2981,1580],{"id":1580},[387,2983,2984,2999],{},[390,2985,2986],{},[393,2987,2988,2990,2992,2995,2997],{},[396,2989,772],{},[396,2991,754],{},[396,2993,2994],{},"Roo Code",[396,2996,780],{},[396,2998,1108],{},[403,3000,3001,3015,3029,3042,3058,3077,3093],{},[393,3002,3003,3005,3007,3009,3012],{},[408,3004,797],{},[408,3006,1611],{},[408,3008,1611],{},[408,3010,3011],{},"独立 IDE",[408,3013,3014],{},"终端",[393,3016,3017,3019,3022,3024,3027],{},[408,3018,2826],{},[408,3020,3021],{},"Apache-2.0",[408,3023,3021],{},[408,3025,3026],{},"闭源",[408,3028,3026],{},[393,3030,3031,3033,3035,3037,3040],{},[408,3032,2863],{},[408,3034,1266],{},[408,3036,1266],{},[408,3038,3039],{},"部分",[408,3041,868],{},[393,3043,3044,3047,3050,3053,3056],{},[408,3045,3046],{},"默认审批",[408,3048,3049],{},"每步",[408,3051,3052],{},"可配置",[408,3054,3055],{},"Accept All",[408,3057,3052],{},[393,3059,3060,3063,3069,3072,3075],{},[408,3061,3062],{},"MCP 生态",[408,3064,3065,3068],{},[36,3066,3067],{},"最大","（Marketplace）",[408,3070,3071],{},"中",[408,3073,3074],{},"中（注册表 200+）",[408,3076,3071],{},[393,3078,3079,3082,3085,3088,3090],{},[408,3080,3081],{},"团队功能",[408,3083,3084],{},"Cline Teams（询价）",[408,3086,3087],{},"Cloud Team $99\u002F月",[408,3089,1493],{},[408,3091,3092],{},"Claude Team",[393,3094,3095,3097,3100,3103,3106],{},[408,3096,1665],{},[408,3098,3099],{},"谨慎派 + BYOK",[408,3101,3102],{},"Mode 切换重度 + Cloud Agent",[408,3104,3105],{},"GUI 全能",[408,3107,3108],{},"终端硬核",[21,3110,970],{"id":970},[324,3112,3113,3119,3133,3143,3149,3155],{},[101,3114,3115,3118],{},[36,3116,3117],{},"每步审批默认开","，新手会觉得烦——可在设置里把信任的工具加白名单（read_file \u002F list_dir 等）减少弹窗。",[101,3120,3121,3124,3125,3128,3129,3132],{},[36,3122,3123],{},"BYOK 别填错 base URL","，DeepSeek \u002F 第三方 OpenAI 兼容端需要写对 ",[132,3126,3127],{},"https:\u002F\u002Fapi.deepseek.com\u002Fv1","，少 ",[132,3130,3131],{},"\u002Fv1"," 会 404。",[101,3134,3135,3138,3139,3142],{},[36,3136,3137],{},"Plan 阶段读太多文件","，第一轮上下文容易吃光配额——大项目里加 ",[132,3140,3141],{},".clineignore"," 排除 node_modules \u002F dist。",[101,3144,3145,3148],{},[36,3146,3147],{},"MCP server 装多了会拖慢启动","，VS Code 启动时会逐个连，配置 30+ 个 server 会明显卡顿，按需启用。",[101,3150,3151,3154],{},[36,3152,3153],{},"OpenRouter \u002F 第三方代理 endpoint 偶尔抽风","，可以同时配 2 个 provider 互为备份。",[101,3156,3157,3160,3161,755,3164,3167,3168,1357],{},[36,3158,3159],{},"跨平台 path 问题","：Windows 下 Cline 跑的 shell 默认是 cmd 而非 git-bash，命令里 ",[132,3162,3163],{},"&&",[132,3165,3166],{},"$HOME"," 等可能失败，配置改 ",[132,3169,3170],{},"terminal.integrated.defaultProfile.windows",[21,3172,1038],{"id":1037},[33,3174,3175,3176,3178],{},"✅ BYOK 派（用 DeepSeek \u002F Qwen \u002F Ollama 压成本）；对 AI 自主性谨慎的人；需要大 MCP 生态；VS Code 用户；企业合规场景。",[1483,3177],{},"\n❌ 嫌弃配置的人；需要 GUI Composer 体验；想要订阅制固定月费的人。",[21,3180,1093],{"id":1093},[98,3182,3183,3189,3195],{},[101,3184,1763,3185],{},[41,3186,3188],{"href":3187},"\u002Fplaybook\u002Fcline-vs-roo-code.html","Cline vs Roo Code 怎么选",[101,3190,1770,3191],{},[41,3192,3194],{"href":3193},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[101,3196,1777,3197,1756,3200,1756,3202],{},[41,3198,2994],{"href":3199},"\u002Fcoding\u002Fcli\u002Froo-code.html",[41,3201,2513],{"href":2512},[41,3203,1108],{"href":1107},[21,3205,1159],{"id":1159},[98,3207,3208,3214,3221,3228],{},[101,3209,1164,3210],{},[41,3211,3212],{"href":3212,"rel":3213},"https:\u002F\u002Fcline.bot",[161],[101,3215,3216,3217],{},"GitHub：",[41,3218,3219],{"href":3219,"rel":3220},"https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline",[161],[101,3222,3223,3224],{},"Roo Code vs Cline（Serenities AI 2026）：",[41,3225,3226],{"href":3226,"rel":3227},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[161],[101,3229,3230,3231],{},"Roo Code vs Cline（Qodo 2025-12）：",[41,3232,3233],{"href":3233,"rel":3234},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[161],[84,3236,3237],{},[33,3238,3239,3240,1820],{},"本卡片由 AIHO 编辑部根据以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[41,3241,1194],{"href":1193},{"title":291,"searchDepth":610,"depth":610,"links":3243},[3244,3245,3246,3247,3252,3253,3254,3255,3256,3257],{"id":23,"depth":309,"text":24},{"id":1376,"depth":309,"text":1376},{"id":483,"depth":309,"text":483},{"id":2899,"depth":309,"text":2900,"children":3248},[3249,3250,3251],{"id":2908,"depth":610,"text":2909},{"id":2950,"depth":610,"text":2951},{"id":2965,"depth":610,"text":2966},{"id":1546,"depth":309,"text":1547},{"id":1580,"depth":309,"text":1580},{"id":970,"depth":309,"text":970},{"id":1037,"depth":309,"text":1038},{"id":1093,"depth":309,"text":1093},{"id":1159,"depth":309,"text":1159},"cli","\u002Fimg\u002Ftools\u002Fcline.webp","Cline 真实评测：原名 Claude Dev，Apache-2.0 开源 VS Code 扩展，58k+ stars，社区驱动的 MCP Marketplace；BYOK 模式接任意 LLM，Plan-then-Act 工作流 + 每步审批，安全感是最大卖点。",[3262,3265,3268,3271,3274],{"q":3263,"a":3264},"Cline 和 Roo Code 什么关系？","Roo Code 是 Cline 的 fork。两者共享祖宗 Claude Dev，2024 年分叉后各走各路：Cline 更社区驱动（MCP Marketplace 是社区维护），Roo Code 更产品驱动（自带 Cloud Agents、团队 Policy）。两个都 Apache-2.0，可同时装。",{"q":3266,"a":3267},"Cline 必须用 Claude 吗？","不必。BYOK 设计，OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek API 都能配。默认推荐 Claude Sonnet 4.6（autonomous coding 准确率最高），成本敏感场景上 DeepSeek V4 Pro（输入 $0.435 \u002F 输出 $0.87 per 1M token）。",{"q":3269,"a":3270},"Plan-then-Act 是什么？","Cline 接到任务后先 plan（列出要改的文件 + 命令 + 浏览器操作），再 act（每步执行前要你点 approve）。和 Cursor Composer 的 Accept All 不同——Cline 默认更谨慎，更适合不熟悉的代码库。",{"q":3272,"a":3273},"MCP Marketplace 是什么？","Cline 自带的 MCP server 市集，社区维护。装 server 后 AI 就能调那个外部工具（比如 Postgres \u002F Notion \u002F Stripe \u002F 自建 API）。截至 2026 已有数百个 MCP server。",{"q":3275,"a":3276},"国内能用吗？","插件本身没限制。模型 API 走国内厂商（DeepSeek \u002F Qwen \u002F Doubao）直连无需代理，走 Claude \u002F OpenAI 需稳定代理。",[1225,1226],{},[3280,3281,3282,3283,3284],"claude-sonnet-4.6","claude-opus-4.6","deepseek-v3","qwen-coder","gpt-5",[3286,3287,3288],"嫌弃配置的人（API key、模型、参数都要自己设）","需要 GUI 多文件 Composer 体验的人（Cline 更线性）","想要订阅制（每月固定成本）的人","\u002Ftools\u002Fcoding\u002Fcli\u002Fcline",[1242,1243,1244],[3292,3295,3300],{"plan":2852,"price":2855,"limit":3293,"cn_pay":1248,"note":3294},"Apache-2.0 开源，VS Code Marketplace 安装","0 厂商抽成",{"plan":3296,"price":2866,"limit":3297,"cn_pay":3298,"note":3299},"BYOK 模式","接 OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek 等","看 API 厂商","完全自主成本",{"plan":2874,"price":3301,"limit":2880,"cn_pay":1248,"note":3302},"$30\u002F用户\u002F月起（询价）","企业合规档","插件免费 \u002F BYOK 按 API 计费 \u002F Cline Teams 含 SSO+RBAC",[3305,3306],"ai-coding\u002Fcline-vs-roo-code","ai-coding\u002Fbyok-cost-optimization",[3308,3309,3310],"aider-deep-review","claude-code-deep-review","cline-deep-review",{"power":616,"ux":616,"price":622,"cn_support":616,"stability":616},{"title":754,"description":3260},"Cline 评测 2026：开源 VS Code AI 编程 Agent，MCP 协议支持",[3315,3317,3319,3321],{"title":3316,"url":3219},"Cline GitHub",{"title":3318,"url":3212},"Cline 官网",{"title":3320,"url":3226},"Roo Code vs Cline（Serenities AI 2026）",{"title":3322,"url":3233},"Roo Code vs Cline（Qodo 2025-12）","tools\u002Fcoding\u002Fcli\u002Fcline",[3325,3326,3327,3328,3329],"BYOK 派（用 DeepSeek \u002F Qwen \u002F 自部署模型压成本）","对 AI 自主性紧张的人（每步审批模式可见性强）","需要 MCP 生态扩展（GitHub \u002F Database \u002F Slack 等）","VS Code 用户（不想换编辑器）","企业合规场景（开源 + 可审计）","VS Code 里的开源 AI Agent 插件，BYOK + MCP Marketplace",[2760,3332,3333,3334,3335,3336],"vscode-plugin","opensource","byok","mcp-marketplace","plan-act","2026-06-24","BYOK 派的标杆。装在 VS Code 里、连任意 API、每步审批、行为可控、MCP 生态最大；适合谨慎派、企业合规场景，以及想用 DeepSeek \u002F Qwen 压成本的人。","oRJIQhZKuMOf86j1KCHDCs2OqsiBhupeoW_gtFbOYyo",{"id":3341,"title":2519,"alternatives":3342,"api_compatible":1223,"body":3343,"category":2760,"chinese_friendly":616,"cover":3912,"description":3913,"domestic":1221,"extension":1222,"faq":3914,"free":625,"github":3927,"languages":3928,"lastVerified":1227,"meta":3929,"models":1223,"navigation":625,"notSuitable":1223,"opensource":625,"path":3930,"pillar":1240,"platforms":3931,"priceTable":3932,"pricing":3946,"published":1269,"relatedPlaybooks":3947,"relatedReviews":3949,"score":3951,"self_host":625,"seo":3952,"seoTitle":3953,"slug":15,"sources":3954,"stem":3964,"suitable":1223,"tagline":3965,"tags":3966,"updated":1315,"verdict":3968,"website":3963,"__hash__":3969},"tools\u002Ftools\u002Fcoding\u002Fagent\u002Fcontinue.md",[12,14,2770,2769],{"type":18,"value":3344,"toc":3900},[3345,3347,3378,3381,3388,3391,3394,3426,3433,3437,3498,3501,3504,3509,3530,3535,3552,3555,3681,3684,3790,3793,3827,3829,3846,3848,3872,3874,3897],[21,3346,24],{"id":23},[26,3348,3350],{"className":3349},[29,30,31],[33,3351,3352,3355,3356,3359,3360,3363,3364,1357,3367,3370,3371,135,3373,3375,3376,1357],{},[36,3353,3354],{},"⚠️ 重大变更（2026-07）：Continue 已进入停服收尾。"," 最后一个版本停留在 ",[36,3357,3358],{},"v2.1.0-vscode（2026-06-19，Cursor 联名 commit）","，",[36,3361,3362],{},"Continue 云端数据已于 2026-07-15 永久删除","。被 Cursor 收购后，团队精力已并入 Cursor，Continue 的商业 Hub \u002F 云服务实质停运。开源仓库（Apache 2.0）代码仍可 fork 自托管，但",[36,3365,3366],{},"不再有活跃维护与云端后端",[36,3368,3369],{},"新项目不建议再依赖 Continue Hub","；如需开源可自托管的替代，考虑 ",[41,3372,754],{"href":753},[41,3374,2994],{"href":3199}," 或 ",[41,3377,2513],{"href":2512},[33,3379,3380],{},"Continue 曾是开源（Apache 2.0）的 VS Code \u002F JetBrains AI 编程扩展，定位是「开源版 Cursor」——四模式（Autocomplete \u002F Edit \u002F Chat \u002F Agent），任意 LLM BYOK，可本地、可自托管、可走 Hub 云服务。",[33,3382,3383,3384,3387],{},"2026 年的剧情：",[36,3385,3386],{},"年初被 Cursor 收购","，团队加入 Cursor；到 7 月，云端服务停运、数据删除，项目进入收尾。下文保留其功能介绍作为参照，但请注意云端部分已不可用。",[21,3389,3390],{"id":3390},"它是什么",[33,3392,3393],{},"Continue 不抢 Cursor 的 IDE fork 路线，而是做「装在原版 VS Code \u002F JetBrains 里的扩展」。安装后获得：",[98,3395,3396,3402,3408,3420],{},[101,3397,3398,3401],{},[36,3399,3400],{},"Autocomplete","：行内 ghost text 补全（轻量模型如 DeepSeek Coder、Qwen Coder）",[101,3403,3404,3407],{},[36,3405,3406],{},"Edit","：选中代码 → 自然语言指令 → 替换",[101,3409,3410,3413,3414,755,3417,3419],{},[36,3411,3412],{},"Chat","：侧边栏对话，带 ",[132,3415,3416],{},"@file",[132,3418,1415],{}," 上下文",[101,3421,3422,3425],{},[36,3423,3424],{},"Agent","：通过 MCP 连外部工具，能跑命令 \u002F 读 DB \u002F 调 API",[33,3427,3428,3429,3432],{},"最大卖点是",[36,3430,3431],{},"完全开放","：模型\u002FProvider\u002FEmbedding\u002FReranker 都能换。VS Code Marketplace 装机量 2.5M+，GitHub 32k+ stars，活跃社区。",[21,3434,3436],{"id":3435},"价格2026-年-6-月","价格（2026 年 6 月）",[387,3438,3439,3451],{},[390,3440,3441],{},[393,3442,3443,3446,3449],{},[396,3444,3445],{},"路径",[396,3447,3448],{},"成本",[396,3450,1665],{},[403,3452,3453,3466,3477,3488],{},[393,3454,3455,3460,3463],{},[408,3456,3457],{},[36,3458,3459],{},"OSS + BYOK 自托管",[408,3461,3462],{},"$0 + LLM API 自付",[408,3464,3465],{},"个人、隐私敏感、合规场景",[393,3467,3468,3471,3474],{},[408,3469,3470],{},"Hub Starter",[408,3472,3473],{},"$3 \u002F M tokens（PAYG）",[408,3475,3476],{},"不想自己管 key 的轻度用户",[393,3478,3479,3482,3485],{},[408,3480,3481],{},"Hub Team",[408,3483,3484],{},"$20\u002F席\u002F月（含 $10 credits）",[408,3486,3487],{},"小团队、需私有 agent",[393,3489,3490,3493,3495],{},[408,3491,3492],{},"Hub Company",[408,3494,1894],{},[408,3496,3497],{},"企业、BYOK + SSO",[33,3499,3500],{},"实际单月成本估算（重度个人用户走 BYOK + DeepSeek V3）：API 费约 $5–$15\u002F月，比 Cursor Pro $20 便宜，但需要自己充值 + 配 endpoint。",[21,3502,3503],{"id":3503},"实测",[33,3505,3506,185],{},[36,3507,3508],{},"好的地方",[98,3510,3511,3514,3517,3520,3527],{},[101,3512,3513],{},"BYOK 灵活：白天用 Claude 3.5 干活、晚上切 DeepSeek 省钱、Sensitive 项目走 Ollama 本地",[101,3515,3516],{},"VS Code \u002F JetBrains 原生扩展，不用换 IDE",[101,3518,3519],{},"MCP agent 模式可定制——接自家内部 API 当 tool",[101,3521,3522,3523,3526],{},"配置走 ",[132,3524,3525],{},"config.json","，纯文本 + 可 git 管理 \u002F 团队共享",[101,3528,3529],{},"国内可直连 DeepSeek \u002F 通义 \u002F Kimi \u002F GLM endpoint，无墙",[33,3531,3532,185],{},[36,3533,3534],{},"踩坑",[98,3536,3537,3540,3543,3546,3549],{},[101,3538,3539],{},"默认配置门槛：BYOK 第一次配 5+ 个字段（model \u002F provider \u002F api_base \u002F context length）",[101,3541,3542],{},"Autocomplete 延迟比 Cursor 高（取决于你选的模型 \u002F endpoint 距离）",[101,3544,3545],{},"被 Cursor 收购后，新功能节奏明显放缓",[101,3547,3548],{},"Agent 模式（MCP）配置文档零散，需要踩坑",[101,3550,3551],{},"嵌入式 Web preview \u002F 内置 diff UI 不如 Cursor 精致",[21,3553,3554],{"id":3554},"上手",[324,3556,3557,3560,3658,3665,3678],{},[101,3558,3559],{},"VS Code → 装 \"Continue\" 扩展（或 JetBrains plugin）",[101,3561,3562,3563,3566,3567],{},"编辑 ",[132,3564,3565],{},"~\u002F.continue\u002Fconfig.json"," 配 model：\n",[286,3568,3572],{"className":3569,"code":3570,"language":3571,"meta":291,"style":291},"language-json shiki shiki-themes github-light github-dark","{\n  \"models\": [{\n    \"title\": \"DeepSeek V3\",\n    \"provider\": \"openai\",\n    \"model\": \"deepseek-chat\",\n    \"apiBase\": \"https:\u002F\u002Fapi.deepseek.com\u002Fv1\",\n    \"apiKey\": \"sk-xxx\"\n  }]\n}\n","json",[132,3573,3574,3580,3588,3602,3614,3626,3638,3648,3653],{"__ignoreMap":291},[295,3575,3576],{"class":297,"line":298},[295,3577,3579],{"class":3578},"sVt8B","{\n",[295,3581,3582,3585],{"class":297,"line":309},[295,3583,3584],{"class":2255},"  \"models\"",[295,3586,3587],{"class":3578},": [{\n",[295,3589,3590,3593,3596,3599],{"class":297,"line":610},[295,3591,3592],{"class":2255},"    \"title\"",[295,3594,3595],{"class":3578},": ",[295,3597,3598],{"class":305},"\"DeepSeek V3\"",[295,3600,3601],{"class":3578},",\n",[295,3603,3604,3607,3609,3612],{"class":297,"line":616},[295,3605,3606],{"class":2255},"    \"provider\"",[295,3608,3595],{"class":3578},[295,3610,3611],{"class":305},"\"openai\"",[295,3613,3601],{"class":3578},[295,3615,3616,3619,3621,3624],{"class":297,"line":622},[295,3617,3618],{"class":2255},"    \"model\"",[295,3620,3595],{"class":3578},[295,3622,3623],{"class":305},"\"deepseek-chat\"",[295,3625,3601],{"class":3578},[295,3627,3628,3631,3633,3636],{"class":297,"line":629},[295,3629,3630],{"class":2255},"    \"apiBase\"",[295,3632,3595],{"class":3578},[295,3634,3635],{"class":305},"\"https:\u002F\u002Fapi.deepseek.com\u002Fv1\"",[295,3637,3601],{"class":3578},[295,3639,3640,3643,3645],{"class":297,"line":635},[295,3641,3642],{"class":2255},"    \"apiKey\"",[295,3644,3595],{"class":3578},[295,3646,3647],{"class":305},"\"sk-xxx\"\n",[295,3649,3650],{"class":297,"line":650},[295,3651,3652],{"class":3578},"  }]\n",[295,3654,3655],{"class":297,"line":664},[295,3656,3657],{"class":3578},"}\n",[101,3659,3660,3661,3664],{},"配 ",[132,3662,3663],{},"tabAutocompleteModel","（推荐 DeepSeek Coder 或 Qwen Coder）",[101,3666,3667,3670,3671,3674,3675,3677],{},[132,3668,3669],{},"Ctrl+I"," Edit、",[132,3672,3673],{},"Ctrl+L"," Chat、",[132,3676,1415],{}," 全库检索",[101,3679,3680],{},"进阶：装 MCP server（filesystem、postgres、github）让 Agent 用",[21,3682,3683],{"id":3683},"对比一览",[387,3685,3686,3700],{},[390,3687,3688],{},[393,3689,3690,3692,3694,3696,3698],{},[396,3691,772],{},[396,3693,759],{},[396,3695,780],{},[396,3697,754],{},[396,3699,2513],{},[403,3701,3702,3717,3730,3743,3760,3775],{},[393,3703,3704,3706,3709,3712,3714],{},[408,3705,797],{},[408,3707,3708],{},"VS Code\u002FJB 扩展",[408,3710,3711],{},"IDE fork",[408,3713,808],{},[408,3715,3716],{},"CLI",[393,3718,3719,3721,3724,3726,3728],{},[408,3720,2826],{},[408,3722,3723],{},"Apache 2.0 ✅",[408,3725,868],{},[408,3727,3723],{},[408,3729,1266],{},[393,3731,3732,3734,3737,3739,3741],{},[408,3733,2863],{},[408,3735,3736],{},"任意模型",[408,3738,3039],{},[408,3740,3736],{},[408,3742,3736],{},[393,3744,3745,3748,3751,3754,3757],{},[408,3746,3747],{},"主要模式",[408,3749,3750],{},"Autocomplete + Chat + Agent",[408,3752,3753],{},"全套",[408,3755,3756],{},"Agent 为主",[408,3758,3759],{},"CLI Edit",[393,3761,3762,3765,3768,3771,3773],{},[408,3763,3764],{},"月成本",[408,3766,3767],{},"$0 + API",[408,3769,3770],{},"$20+",[408,3772,3767],{},[408,3774,3767],{},[393,3776,3777,3780,3783,3786,3788],{},[408,3778,3779],{},"中文友好",[408,3781,3782],{},"4\u002F5",[408,3784,3785],{},"3\u002F5",[408,3787,3782],{},[408,3789,3785],{},[21,3791,3792],{"id":3792},"避坑",[98,3794,3795,3801,3807,3815,3821],{},[101,3796,3797,3800],{},[36,3798,3799],{},"被收购焦虑","：Hub 服务可能停 \u002F 变价，BYOK + 本地配置可移植性最好，重要项目都走自配",[101,3802,3803,3806],{},[36,3804,3805],{},"Autocomplete 模型不要贪大","：用 70B+ 模型会卡得没法用，专门的代码补全小模型（DeepSeek Coder 6.7B \u002F Qwen Coder 7B）才合理",[101,3808,3809,3814],{},[36,3810,3811,3813],{},[132,3812,1415],{}," 要先建索引","：大仓库第一次跑可能要数分钟做 embedding，配好后增量更新",[101,3816,3817,3820],{},[36,3818,3819],{},"MCP server 慎装","：第三方 MCP 等于给 LLM 一把 shell 钥匙，先看代码再启用",[101,3822,3823,3826],{},[36,3824,3825],{},"config.json 入版本控制","：团队统一配置避免「我电脑能用你电脑不能用」",[21,3828,1038],{"id":1037},[98,3830,3831,3834,3837,3840,3843],{},[101,3832,3833],{},"✅ 想要 Cursor 体验但坚持开源 \u002F BYOK 的开发者",[101,3835,3836],{},"✅ 合规 \u002F 隐私敏感场景（本地 Ollama 推理）",[101,3838,3839],{},"✅ 国内开发者（直连 DeepSeek \u002F 通义不被墙）",[101,3841,3842],{},"❌ 嫌配置麻烦、想开箱即用 → 选 Cursor",[101,3844,3845],{},"❌ 需要完整 IDE 体验（多窗口、文件树、Composer 全套）→ 选 Cursor",[21,3847,1093],{"id":1093},[98,3849,3850,3855,3860,3866],{},[101,3851,3852],{},[41,3853,3854],{"href":1873},"Cursor 评测",[101,3856,3857],{},[41,3858,3859],{"href":3289},"Cline 评测",[101,3861,3862],{},[41,3863,3865],{"href":3864},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider","Aider 评测",[101,3867,3868],{},[41,3869,3871],{"href":3870},"\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code","Roo Code 评测",[21,3873,1159],{"id":1159},[324,3875,3876,3883,3890],{},[101,3877,3878,3879],{},"Continue.dev 官方 pricing 页（含 Cursor 收购公告）",[41,3880,3881],{"href":3881,"rel":3882},"https:\u002F\u002Fwww.continue.dev\u002Fpricing",[161],[101,3884,3885,3886],{},"Milestone — Continue.dev features & pricing（2026-04-21）",[41,3887,3888],{"href":3888,"rel":3889},"https:\u002F\u002Fmstone.ai\u002Ftools-wizard\u002Fcontinue-dev-features-pricing",[161],[101,3891,3892,3893],{},"AIProductivity — Continue Pricing 2026 ",[41,3894,3895],{"href":3895,"rel":3896},"https:\u002F\u002Faiproductivity.ai\u002Fpricing\u002Fcontinue\u002F",[161],[1197,3898,3899],{},"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":291,"searchDepth":610,"depth":610,"links":3901},[3902,3903,3904,3905,3906,3907,3908,3909,3910,3911],{"id":23,"depth":309,"text":24},{"id":3390,"depth":309,"text":3390},{"id":3435,"depth":309,"text":3436},{"id":3503,"depth":309,"text":3503},{"id":3554,"depth":309,"text":3554},{"id":3683,"depth":309,"text":3683},{"id":3792,"depth":309,"text":3792},{"id":1037,"depth":309,"text":1038},{"id":1093,"depth":309,"text":1093},{"id":1159,"depth":309,"text":1159},"\u002Fimg\u002Ftools\u002Fcontinue.webp","Continue.dev 真实评测：VS Code \u002F JetBrains 开源 AI 助手，支持 Autocomplete \u002F Edit \u002F Chat \u002F Agent 四模式，Apache 2.0，BYOK 接任意模型。2026 年初被 Cursor 收购，开源仓库继续维护。",[3915,3918,3921,3924],{"q":3916,"a":3917},"Continue 被 Cursor 收购后还能用吗？","云端服务已停运——最后版本停在 v2.1.0-vscode（2026-06-19），云端数据已于 2026-07-15 永久删除，不再有活跃维护。开源仓库（Apache 2.0）代码仍可 fork 自托管，但没有官方云端后端了。新项目建议改用 Cline \u002F Roo Code \u002F Aider 等仍在活跃维护的开源方案。",{"q":3919,"a":3920},"和 Cursor 区别？","Cursor 是闭源 IDE fork，体验更精致但锁定；Continue 是开源扩展，装在原版 VS Code \u002F JetBrains，可换任意模型（OpenAI\u002FAnthropic\u002FGemini\u002FOllama\u002F本地）。被收购后两者会逐渐互补——Continue 走开源扩展路线，Cursor 走 IDE 路线。",{"q":3922,"a":3923},"支持哪些模型？","OpenAI、Anthropic、Gemini、xAI、AWS Bedrock、Azure、Ollama（本地）、LM Studio、任何 OpenAI 兼容 endpoint。国内可直连 DeepSeek、通义、Kimi、GLM。",{"q":3925,"a":3926},"Agent 模式能干什么？","通过 MCP（Model Context Protocol）连接外部工具——读文件、跑命令、查数据库、调 API。和 Claude Code 的 tool use 一个思路，但你能自己接 MCP server。","https:\u002F\u002Fgithub.com\u002Fcontinuedev\u002Fcontinue",[1225,1226],{},"\u002Ftools\u002Fcoding\u002Fagent\u002Fcontinue",[1310,1311,3258],[3933,3936,3940,3944],{"plan":3934,"price":496,"seats":1248,"notes":3935},"OSS 自托管","BYOK，自付 LLM API 费，Apache 2.0",{"plan":3470,"price":3937,"seats":3938,"notes":3939},"$3\u002FM tokens","1","PAYG，托管模型 + 共享 agent",{"plan":3481,"price":3941,"seats":3942,"notes":3943},"$20\u002F席\u002F月","≥2","$10 credits\u002F席、SSO、私有 agent",{"plan":3492,"price":1894,"seats":1248,"notes":3945},"BYOK、SAML、enterprise 支持","开源免费 BYOK \u002F Hub Starter $3·M tokens \u002F Team $20·席·月 \u002F Company 定制",[3948],"onboarding\u002Fcursor-mcp-database",[3950,3310],"augment-deep-review",{"power":616,"ux":616,"price":622,"cn_support":616,"stability":616},{"title":2519,"description":3913},"Continue.dev 评测 2026：开源 AI 编程助手，VS Code 本地 Agent",[3955,3957,3959,3961],{"name":3956,"url":3881,"accessed":3337},"Continue.dev 官方 pricing 页（收购公告）",{"name":3958,"url":3888,"accessed":3337},"Milestone — Continue.dev features & pricing",{"name":3960,"url":3895,"accessed":3337},"AIProductivity — Continue Pricing 2026",{"name":3962,"url":3963,"accessed":1315},"Continue 云端服务停运通知","https:\u002F\u002Fwww.continue.dev","tools\u002Fcoding\u002Fagent\u002Fcontinue","开源 AI 编程扩展，Apache 2.0 + 多模型 BYOK；2026 已被 Cursor 收购",[3333,3334,1310,1311,2760,3967],"extension","想要 Cursor 体验但不被锁定的开发者首选——Apache 2.0 + 任意模型 + 自托管。被 Cursor 收购后，开源仓库还在，社区版长期可用。","Px5oL0FUTUy7YWArC4hYmQ7dqqR2ixhH7AgHxeUrJrg",1785660640658]