[{"data":1,"prerenderedAt":1713},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-composio-vs-n8n":9,"compare-a-composio":10,"compare-b-n8n":987},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":17,"category":919,"chinese_friendly":292,"cover":920,"description":921,"domestic":922,"extension":923,"faq":924,"free":922,"github":9,"languages":937,"lastVerified":9,"meta":939,"models":9,"navigation":308,"notSuitable":9,"opensource":922,"path":940,"pillar":531,"platforms":941,"priceTable":945,"pricing":957,"published":958,"relatedPlaybooks":959,"relatedReviews":961,"score":963,"self_host":922,"seo":964,"seoTitle":9,"slug":965,"sources":966,"stem":978,"suitable":9,"tagline":979,"tags":980,"updated":969,"verdict":985,"website":872,"__hash__":986},"tools\u002Ftools\u002Fagent\u002Fprotocol\u002Fcomposio.md","Composio",[14,15,16],"agent\u002Fprotocol\u002Fsmithery","agent\u002Fprotocol\u002Fmcp-toolbox","agent\u002Fplatform\u002Flangflow",{"type":18,"value":19,"toc":907},"minimark",[20,25,29,32,35,112,115,135,141,145,150,176,181,207,211,257,569,572,737,740,804,808,837,840,861,864,903],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28],"p",{},"Composio 是 AI agent 集成基础设施层，把『agent 接入 1000-10,000+ 真实工具』的复杂度封装为一个 SDK。差异点：1000+ pre-built 集成（GitHub \u002F Slack \u002F Gmail \u002F Salesforce \u002F Notion \u002F Linear \u002F Jira \u002F Google Workspace）+ 托管 OAuth（含自动 token refresh）+ 沙箱执行 + 细粒度 action-level 权限 + 完整审计日志 + 框架无关（MCP \u002F LangChain \u002F CrewAI \u002F Autogen \u002F OpenAI Agents SDK \u002F Claude \u002F ChatGPT 都能用）+ Python \u002F TypeScript SDK + AWS \u002F Zoom \u002F Glean 等企业客户。Tooliverse 评分 8.56\u002F10，295 条多平台评测交叉验证。",[26,30,31],{},"适合：要造 agent 接多个 SaaS 工具的团队；OAuth \u002F token refresh \u002F 错误重试不想自己写；多框架兼容（不锁定 LangChain）；企业 + 合规 + audit log；已有 MCP server 但想要更广覆盖。不适合：单一工具 high-frequency 场景（自接 API 更便宜）；轻量 hobby project（LangChain native tool 够用）；要 1000% 控制集成代码（用开源 MCP server）；数据零云 + 完全自托管（Composio 是 SaaS）。",[21,33,34],{"id":34},"核心能力",[36,37,38,46,52,58,64,70,76,82,88,94,100,106],"ul",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"1000+ pre-built 集成","：GitHub \u002F Slack \u002F Gmail \u002F Salesforce \u002F Notion \u002F Linear \u002F Jira \u002F Google Workspace 等",[39,47,48,51],{},[42,49,50],{},"托管 OAuth","：OAuth flow + token refresh + multi-user 全自动",[39,53,54,57],{},[42,55,56],{},"沙箱执行","：tool call 在隔离环境跑，安全隔离",[39,59,60,63],{},[42,61,62],{},"action-level 权限","：可精确控制 agent 能做什么（read-only \u002F write \u002F admin）",[39,65,66,69],{},[42,67,68],{},"审计日志","：每次 tool call 完整记录（timestamp \u002F user \u002F args \u002F result）",[39,71,72,75],{},[42,73,74],{},"框架无关","：MCP \u002F LangChain \u002F CrewAI \u002F Autogen \u002F OpenAI Agents SDK \u002F Claude \u002F ChatGPT",[39,77,78,81],{},[42,79,80],{},"Python + TypeScript SDK","：主流 agent 栈都能用",[39,83,84,87],{},[42,85,86],{},"MCP server","：1000+ 工具统一 MCP 入口",[39,89,90,93],{},[42,91,92],{},"多用户 session","：per-user OAuth + 隔离 workspace",[39,95,96,99],{},[42,97,98],{},"自定义工具","：BaseTool 扩展 + JSON schema 验证",[39,101,102,105],{},[42,103,104],{},"企业能力","：SSO \u002F audit \u002F SLA \u002F 私有部署",[39,107,108,111],{},[42,109,110],{},"AWS \u002F Zoom \u002F Glean 客户","：production 验证",[21,113,114],{"id":114},"价格",[36,116,117,123,129],{},[39,118,119,122],{},[42,120,121],{},"Free","：$0；全部 1000+ 集成 + 限月度 action + Python\u002FTS SDK + MCP server",[39,124,125,128],{},[42,126,127],{},"Growth","：按 action 量阶梯；更高额度 + 团队",[39,130,131,134],{},[42,132,133],{},"Enterprise","：联系销售；SSO + audit + 私有部署 + SLA",[136,137,138],"blockquote",{},[26,139,140],{},"真实成本：低频 + 多样工具（每天几百次 action）Free 档够用；high-frequency（每分钟轮询 \u002F 大量 batch）成本陡升，要算清单 action 价格。",[21,142,144],{"id":143},"实测agent-接入多-saas","实测（agent 接入多 SaaS）",[26,146,147],{},[42,148,149],{},"亮点：",[36,151,152,155,158,161,164,167,170,173],{},[39,153,154],{},"集成宽度（1000+）业内最广",[39,156,157],{},"OAuth 全托管省 50% 工程量",[39,159,160],{},"一份 SDK 跑通 CrewAI \u002F LangChain \u002F OpenAI Agents SDK",[39,162,163],{},"沙箱执行 + audit log 让企业合规过关",[39,165,166],{},"AWS \u002F Zoom \u002F Glean 等大客户 = production-grade 信号",[39,168,169],{},"Tooliverse 8.56\u002F10、Toolradar 4.9\u002F5（295 reviews）",[39,171,172],{},"5 分钟可让 CrewAI agent 在 GitHub 上 star 一个 repo",[39,174,175],{},"self-healing tool execution（自动重试 + 错误处理）",[26,177,178],{},[42,179,180],{},"踩坑：",[36,182,183,186,189,192,195,198,201,204],{},[39,184,185],{},"文档『can lag behind rapid feature releases』",[39,187,188],{},"pricing scales steeply for high-frequency use cases",[39,190,191],{},"自定义工具要『master schema validation that documentation doesn't fully demystify』",[39,193,194],{},"冷门集成 action coverage 浅，只支持基础 CRUD",[39,196,197],{},"数据完全 SaaS 化，零云需求不能用",[39,199,200],{},"国内访问偶发慢（CDN 在海外）",[39,202,203],{},"Free 档 action 限额对生产 hobby 也容易撞顶",[39,205,206],{},"vendor lock-in：迁移要重写 OAuth 层",[21,208,210],{"id":209},"上手crewai-5-分钟","上手（CrewAI 5 分钟）",[212,213,218],"pre",{"className":214,"code":215,"language":216,"meta":217,"style":217},"language-bash shiki shiki-themes github-light github-dark","pip install composio composio-crewai crewai\nexport COMPOSIO_API_KEY=***\n","bash","",[219,220,221,243],"code",{"__ignoreMap":217},[222,223,226,230,234,237,240],"span",{"class":224,"line":225},"line",1,[222,227,229],{"class":228},"sScJk","pip",[222,231,233],{"class":232},"sZZnC"," install",[222,235,236],{"class":232}," composio",[222,238,239],{"class":232}," composio-crewai",[222,241,242],{"class":232}," crewai\n",[222,244,246,250,254],{"class":224,"line":245},2,[222,247,249],{"class":248},"szBVR","export",[222,251,253],{"class":252},"sVt8B"," COMPOSIO_API_KEY",[222,255,256],{"class":248},"=***\n",[212,258,262],{"className":259,"code":260,"language":261,"meta":217,"style":217},"language-python shiki shiki-themes github-light github-dark","from composio_crewai import ComposioProvider\nfrom composio import Composio\nfrom crewai import Agent, Task, Crew\n\ncomposio = Composio(provider=ComposioProvider())\nsession = composio.create(user_id=\"alice\", toolkits=[\"github\", \"gmail\"])\ntools = session.tools()\n\n# 手动授权（首次）\nauth = session.authorize(\"github\")\nprint(f\"Visit: {auth.redirect_url}\")\n\nagent = Agent(\n    role=\"GitHub Agent\",\n    goal=\"Star repos on behalf of users\",\n    tools=tools, llm=...\n)\ntask = Task(description=\"Star composiohq\u002Fcomposio\", agent=agent, expected_output=\"done\")\nCrew(agents=[agent], tasks=[task]).kickoff()\n","python",[219,263,264,278,290,303,310,331,372,383,388,395,411,441,446,457,471,484,503,508,547],{"__ignoreMap":217},[222,265,266,269,272,275],{"class":224,"line":225},[222,267,268],{"class":248},"from",[222,270,271],{"class":252}," composio_crewai ",[222,273,274],{"class":248},"import",[222,276,277],{"class":252}," ComposioProvider\n",[222,279,280,282,285,287],{"class":224,"line":245},[222,281,268],{"class":248},[222,283,284],{"class":252}," composio ",[222,286,274],{"class":248},[222,288,289],{"class":252}," Composio\n",[222,291,293,295,298,300],{"class":224,"line":292},3,[222,294,268],{"class":248},[222,296,297],{"class":252}," crewai ",[222,299,274],{"class":248},[222,301,302],{"class":252}," Agent, Task, Crew\n",[222,304,306],{"class":224,"line":305},4,[222,307,309],{"emptyLinePlaceholder":308},true,"\n",[222,311,313,316,319,322,326,328],{"class":224,"line":312},5,[222,314,315],{"class":252},"composio ",[222,317,318],{"class":248},"=",[222,320,321],{"class":252}," Composio(",[222,323,325],{"class":324},"s4XuR","provider",[222,327,318],{"class":248},[222,329,330],{"class":252},"ComposioProvider())\n",[222,332,334,337,339,342,345,347,350,353,356,358,361,364,366,369],{"class":224,"line":333},6,[222,335,336],{"class":252},"session ",[222,338,318],{"class":248},[222,340,341],{"class":252}," composio.create(",[222,343,344],{"class":324},"user_id",[222,346,318],{"class":248},[222,348,349],{"class":232},"\"alice\"",[222,351,352],{"class":252},", ",[222,354,355],{"class":324},"toolkits",[222,357,318],{"class":248},[222,359,360],{"class":252},"[",[222,362,363],{"class":232},"\"github\"",[222,365,352],{"class":252},[222,367,368],{"class":232},"\"gmail\"",[222,370,371],{"class":252},"])\n",[222,373,375,378,380],{"class":224,"line":374},7,[222,376,377],{"class":252},"tools ",[222,379,318],{"class":248},[222,381,382],{"class":252}," session.tools()\n",[222,384,386],{"class":224,"line":385},8,[222,387,309],{"emptyLinePlaceholder":308},[222,389,391],{"class":224,"line":390},9,[222,392,394],{"class":393},"sJ8bj","# 手动授权（首次）\n",[222,396,398,401,403,406,408],{"class":224,"line":397},10,[222,399,400],{"class":252},"auth ",[222,402,318],{"class":248},[222,404,405],{"class":252}," session.authorize(",[222,407,363],{"class":232},[222,409,410],{"class":252},")\n",[222,412,414,418,421,424,427,430,433,436,439],{"class":224,"line":413},11,[222,415,417],{"class":416},"sj4cs","print",[222,419,420],{"class":252},"(",[222,422,423],{"class":248},"f",[222,425,426],{"class":232},"\"Visit: ",[222,428,429],{"class":416},"{",[222,431,432],{"class":252},"auth.redirect_url",[222,434,435],{"class":416},"}",[222,437,438],{"class":232},"\"",[222,440,410],{"class":252},[222,442,444],{"class":224,"line":443},12,[222,445,309],{"emptyLinePlaceholder":308},[222,447,449,452,454],{"class":224,"line":448},13,[222,450,451],{"class":252},"agent ",[222,453,318],{"class":248},[222,455,456],{"class":252}," Agent(\n",[222,458,460,463,465,468],{"class":224,"line":459},14,[222,461,462],{"class":324},"    role",[222,464,318],{"class":248},[222,466,467],{"class":232},"\"GitHub Agent\"",[222,469,470],{"class":252},",\n",[222,472,474,477,479,482],{"class":224,"line":473},15,[222,475,476],{"class":324},"    goal",[222,478,318],{"class":248},[222,480,481],{"class":232},"\"Star repos on behalf of users\"",[222,483,470],{"class":252},[222,485,487,490,492,495,498,500],{"class":224,"line":486},16,[222,488,489],{"class":324},"    tools",[222,491,318],{"class":248},[222,493,494],{"class":252},"tools, ",[222,496,497],{"class":324},"llm",[222,499,318],{"class":248},[222,501,502],{"class":416},"...\n",[222,504,506],{"class":224,"line":505},17,[222,507,410],{"class":252},[222,509,511,514,516,519,522,524,527,529,532,534,537,540,542,545],{"class":224,"line":510},18,[222,512,513],{"class":252},"task ",[222,515,318],{"class":248},[222,517,518],{"class":252}," Task(",[222,520,521],{"class":324},"description",[222,523,318],{"class":248},[222,525,526],{"class":232},"\"Star composiohq\u002Fcomposio\"",[222,528,352],{"class":252},[222,530,531],{"class":324},"agent",[222,533,318],{"class":248},[222,535,536],{"class":252},"agent, ",[222,538,539],{"class":324},"expected_output",[222,541,318],{"class":248},[222,543,544],{"class":232},"\"done\"",[222,546,410],{"class":252},[222,548,550,553,556,558,561,564,566],{"class":224,"line":549},19,[222,551,552],{"class":252},"Crew(",[222,554,555],{"class":324},"agents",[222,557,318],{"class":248},[222,559,560],{"class":252},"[agent], ",[222,562,563],{"class":324},"tasks",[222,565,318],{"class":248},[222,567,568],{"class":252},"[task]).kickoff()\n",[21,570,571],{"id":571},"对比",[573,574,575,596],"table",{},[576,577,578],"thead",{},[579,580,581,585,587,590,593],"tr",{},[582,583,584],"th",{},"维度",[582,586,12],{},[582,588,589],{},"Smithery",[582,591,592],{},"MCP Toolbox",[582,594,595],{},"LangChain Tools",[597,598,599,617,634,650,663,677,690,705,721],"tbody",{},[579,600,601,605,608,611,614],{},[602,603,604],"td",{},"集成数",[602,606,607],{},"1000+",[602,609,610],{},"MCP 注册中心",[602,612,613],{},"Google MCP 集合",[602,615,616],{},"~200",[579,618,619,622,625,628,631],{},[602,620,621],{},"OAuth 托管",[602,623,624],{},"✅ 旗舰",[602,626,627],{},"❌ 各 server 自管",[602,629,630],{},"❌",[602,632,633],{},"自己写",[579,635,636,639,642,645,647],{},[602,637,638],{},"框架兼容",[602,640,641],{},"MCP + LC + CrewAI + Autogen + OpenAI",[602,643,644],{},"MCP only",[602,646,644],{},[602,648,649],{},"LangChain only",[579,651,652,654,657,659,661],{},[602,653,56],{},[602,655,656],{},"✅",[602,658,630],{},[602,660,630],{},[602,662,630],{},[579,664,665,668,670,672,675],{},[602,666,667],{},"audit log",[602,669,656],{},[602,671,630],{},[602,673,674],{},"部分",[602,676,630],{},[579,678,679,682,684,686,688],{},[602,680,681],{},"企业 SSO",[602,683,656],{},[602,685,630],{},[602,687,630],{},[602,689,630],{},[579,691,692,695,697,699,702],{},[602,693,694],{},"自托管",[602,696,630],{},[602,698,674],{},[602,700,701],{},"✅ Apache 2.0",[602,703,704],{},"✅ MIT",[579,706,707,710,713,715,718],{},[602,708,709],{},"起价",[602,711,712],{},"Free + 按 action",[602,714,121],{},[602,716,717],{},"$0 OSS",[602,719,720],{},"$0",[579,722,723,726,729,732,735],{},[602,724,725],{},"适合",[602,727,728],{},"多 SaaS + 多框架",[602,730,731],{},"MCP server 发现",[602,733,734],{},"Google Cloud",[602,736,649],{},[21,738,739],{"id":739},"避坑",[36,741,742,748,754,763,768,774,780,786,792,798],{},[39,743,744,747],{},[42,745,746],{},"action 预算","：先估月度 action 量 + 选档，high-frequency 不要无脑用 Free",[39,749,750,753],{},[42,751,752],{},"OAuth scope 最小化","：只授权必需 scope，audit log 也更干净",[39,755,756,759,760,762],{},[42,757,758],{},"每用户 session","：multi-tenant 用 ",[219,761,344],{}," 隔离 OAuth + workspace",[39,764,765,767],{},[42,766,98],{},"：先看 JSON schema 文档 + 跑 unit test 验证",[39,769,770,773],{},[42,771,772],{},"冷门集成","：先 try Free 跑 demo 确认 action coverage 够",[39,775,776,779],{},[42,777,778],{},"fallback","：Composio 不可用要有 fallback（重试 + 备用 SDK）",[39,781,782,785],{},[42,783,784],{},"数据零云需求","：用 MCP server 自托管，不要用 Composio",[39,787,788,791],{},[42,789,790],{},"国内访问","：CDN 海外，国内 production 用 proxy \u002F 反代",[39,793,794,797],{},[42,795,796],{},"rate limit","：每个 SaaS 还有自己的 rate limit，Composio 不替你解决",[39,799,800,803],{},[42,801,802],{},"vendor lock","：业务核心要做迁移预案（abstract OAuth 层）",[21,805,807],{"id":806},"适合-不适合","适合 \u002F 不适合",[36,809,810,813,816,819,822,825,828,831,834],{},[39,811,812],{},"✅ 要造 agent 接多 SaaS 工具",[39,814,815],{},"✅ OAuth \u002F token refresh \u002F 错误重试不想自写",[39,817,818],{},"✅ 多框架兼容（不锁定）",[39,820,821],{},"✅ 企业 + 合规 + audit log",[39,823,824],{},"✅ 已有 MCP server 但想要更广覆盖",[39,826,827],{},"❌ 单一工具 high-frequency（自接 API 更便宜）",[39,829,830],{},"❌ 轻量 hobby project（LangChain 够用）",[39,832,833],{},"❌ 完全自托管 \u002F 数据零云",[39,835,836],{},"❌ 要 1000% 控制集成代码",[21,838,839],{"id":839},"相关阅读",[36,841,842,849,855],{},[39,843,844],{},[845,846,848],"a",{"href":847},"\u002Ftools\u002Fagent\u002Fprotocol\u002Fsmithery","Smithery 评测",[39,850,851],{},[845,852,854],{"href":853},"\u002Ftools\u002Fagent\u002Fprotocol\u002Fmcp-toolbox","MCP Toolbox 评测",[39,856,857],{},[845,858,860],{"href":859},"\u002Ftools\u002Fagent\u002Fplatform\u002Flangflow","Langflow 评测",[21,862,863],{"id":863},"来源",[865,866,867,875,882,889,896],"ol",{},[39,868,869,870],{},"Composio 官网 + Pricing ",[845,871,872],{"href":872,"rel":873},"https:\u002F\u002Fcomposio.dev",[874],"nofollow",[39,876,877,878],{},"Tooliverse — Composio Review 2026 + 8.56\u002F10 + 295 reviews ",[845,879,880],{"href":880,"rel":881},"https:\u002F\u002Ftooliverse.ai\u002Ftools\u002Fcomposio",[874],[39,883,884,885],{},"Sift AI — Composio Review 2026: Integration Platform for AI Agents ",[845,886,887],{"href":887,"rel":888},"https:\u002F\u002Fsiftaitools.com\u002Freviews\u002Fcomposio",[874],[39,890,891,892],{},"Toolradar — Composio Reviews + 4.9\u002F5 ",[845,893,894],{"href":894,"rel":895},"https:\u002F\u002Ftoolradar.com\u002Ftools\u002Fcomposio",[874],[39,897,898,899],{},"CrewAI Docs — Composio Tool 集成示例 + 250+ tools ",[845,900,901],{"href":901,"rel":902},"https:\u002F\u002Fdocs.crewai.com\u002Fen\u002Ftools\u002Fautomation\u002Fcomposiotool",[874],[904,905,906],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .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);}html pre.shiki code .s4XuR, html code.shiki .s4XuR{--shiki-default:#E36209;--shiki-dark:#FFAB70}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}",{"title":217,"searchDepth":292,"depth":292,"links":908},[909,910,911,912,913,914,915,916,917,918],{"id":23,"depth":245,"text":24},{"id":34,"depth":245,"text":34},{"id":114,"depth":245,"text":114},{"id":143,"depth":245,"text":144},{"id":209,"depth":245,"text":210},{"id":571,"depth":245,"text":571},{"id":739,"depth":245,"text":739},{"id":806,"depth":245,"text":807},{"id":839,"depth":245,"text":839},{"id":863,"depth":245,"text":863},"protocol","\u002Fimg\u002Ftools\u002Fcomposio.webp","Composio（composio.dev）真实评测：AI agent 集成基础设施层，把『agent 接入 1000-10,000+ 真实工具』的复杂度封装为一个 SDK。差异点：1000+ pre-built 集成（GitHub \u002F Slack \u002F Gmail \u002F Salesforce \u002F Notion \u002F Linear 等）+ 托管 OAuth（含自动 token refresh）+ 沙箱执行 + 细粒度权限 + 完整审计日志 + 框架无关（MCP \u002F LangChain \u002F CrewAI \u002F Autogen \u002F OpenAI Agents SDK \u002F Claude \u002F ChatGPT 都能用）+ Python \u002F TypeScript SDK + AWS \u002F Zoom \u002F Glean 等企业客户背书。",false,"md",[925,928,931,934],{"q":926,"a":927},"Composio 解决什么问题？","AI agent 在 production 撞墙最常见原因 = 『集成 + 认证基础设施』。每接一个工具（GitHub \u002F Slack \u002F Gmail \u002F Salesforce）要：写 OAuth flow + 保存 \u002F 刷新 token + 处理 rate limit + 写 JSON schema 给 LLM + 沙箱执行 + 错误重试。这些代码占了 agent 项目 50%+ 工程量。Composio 把这部分托管化，开发者只 import SDK 就能用 1000+ 工具，重心回到『agent 智能本身』。",{"q":929,"a":930},"和 MCP 是什么关系？","Composio 同时是 MCP server 提供方 + 自有 SDK。MCP 是 Anthropic 推出的开放协议，但 MCP server 仍需有人维护（GitHub MCP \u002F Slack MCP 等）。Composio 提供了 1000+ 工具的『大集合 MCP server』+ 还兼容 LangChain \u002F CrewAI \u002F OpenAI Agents SDK 等非 MCP 框架。所以可视为『MCP 协议 + 多框架原生 SDK』的双轨集成层。",{"q":932,"a":933},"和 LangChain native tools 怎么选？","LangChain 自带 ~200 tool，但很多是社区维护、OAuth 要自己处理、production 稳定性参差。Composio 用 1000+ 商业维护的集成 + 托管 OAuth + 企业级权限审计换更高费用。Hobby \u002F 学习项目 → LangChain native；production \u002F 多用户 \u002F 多 OAuth scope → Composio。",{"q":935,"a":936},"实际用起来贵不贵？","免费档对开发 \u002F 验证够用。生产部署 high-frequency 用例（如每分钟轮询 Gmail）会快速消耗 action 额度 → Growth\u002FEnterprise 起步。Tooliverse 评测明确指出『pricing scales steeply for high-frequency use cases』。低频 + 多样工具 → Composio 性价比高；高频 + 单工具 → 自接 API 更便宜。",[938],"en",{},"\u002Ftools\u002Fagent\u002Fprotocol\u002Fcomposio",[942,943,944],"api","sdk","mcp",[946,949,953],{"plan":121,"price":720,"features":947,"notes":948},"全部 1000+ 集成 + 限月度 action + Python\u002FTS SDK + MCP server","开发 \u002F 试水",{"plan":127,"price":950,"features":951,"notes":952},"按 action","更高 action 限额 + 更多并发 + 细粒度权限 + 团队","生产部署",{"plan":133,"price":954,"features":955,"notes":956},"联系销售","SSO + audit + 私有部署 + SLA + 自定义工具开发 + 专属支持","大客户","Free（有月度 action 限额）\u002F Growth 按 action 量阶梯 \u002F Enterprise 联系销售","2026-06-19",[960],"onboarding\u002Fagent-integration-layer",[962],"mcp-ecosystem-review",{"power":312,"ux":305,"price":305,"cn_support":292,"stability":305},{"title":12,"description":921},"agent\u002Fprotocol\u002Fcomposio",[967,970,972,974,976],{"name":968,"url":872,"accessed":969},"Composio 官网","2026-06-24",{"name":971,"url":880,"accessed":969},"Tooliverse — Composio Review 2026 Agent Tool Execution",{"name":973,"url":887,"accessed":969},"Sift AI — Composio Review 2026: Integration Platform",{"name":975,"url":894,"accessed":969},"Toolradar — Composio Reviews + 4.9\u002F5",{"name":977,"url":901,"accessed":969},"CrewAI Docs — Composio Tool 集成示例","tools\u002Fagent\u002Fprotocol\u002Fcomposio","AI Agent 集成中间件——1000+ 工具 + 托管 OAuth + 框架无关 + MCP + 沙箱执行",[981,982,944,983,984],"agent-infra","integrations","oauth","composio","Agent 开发的『集成中间件层』——免自己写 1000 个 OAuth + token refresh + JSON schema。AWS \u002F Zoom \u002F Glean 在用。要省钱 \u002F 自托管全部用 MCP server 自己接；要简单 LangChain 工具用 LangChain native tools。","vtYi8gv6tOz3yaPGR6QFD6enNUVQMS5KYZ27p5SUD8g",{"id":988,"title":989,"alternatives":990,"api_compatible":9,"body":992,"category":1649,"chinese_friendly":292,"cover":1650,"description":1651,"domestic":922,"extension":923,"faq":1652,"free":922,"github":9,"languages":1665,"lastVerified":9,"meta":1667,"models":9,"navigation":308,"notSuitable":9,"opensource":308,"path":1668,"pillar":531,"platforms":1669,"priceTable":1673,"pricing":1688,"published":958,"relatedPlaybooks":1689,"relatedReviews":9,"score":1691,"self_host":308,"seo":1692,"seoTitle":1693,"slug":1694,"sources":1695,"stem":1704,"suitable":9,"tagline":1705,"tags":1706,"updated":969,"verdict":1711,"website":1611,"__hash__":1712},"tools\u002Ftools\u002Fagent\u002Fplatform\u002Fn8n.md","n8n",[16,965,991],"agent\u002Fgeneral\u002Fopenmanus",{"type":18,"value":993,"toc":1637},[994,996,999,1002,1004,1078,1080,1105,1110,1114,1118,1144,1148,1174,1178,1307,1310,1338,1341,1343,1492,1494,1555,1557,1583,1585,1602,1604,1634],[21,995,24],{"id":23},[26,997,998],{},"n8n 是 2019 创立、Sustainable Use License（fair-code）的开源自动化平台。2026 突破 200,000 active users、5x ARR 增长、5,800+ 社区 AI workflow。差异点：近 70 个 LangChain 专属节点 + 原生 MCP 协议 + AI Agent 节点（reasoning loop + 工具调用）+ Ollama \u002F OpenAI 双路 + 400+ 集成 + execution-based 定价（步骤数无关）+ 自托管 VPS $5-10\u002F月跑全套。",[26,1000,1001],{},"适合：开发者 + 想完全控制 + 高量级自动化；从 Zapier \u002F Make 迁出降本；要 AI Agent + LangChain + MCP 一体；合规 \u002F 自托管 \u002F 数据驻留要求。不适合：非技术 + 要 8000+ 现成集成（用 Zapier）；中等复杂 + 不愿自托管（用 Make）；纯研究 \u002F 学术 agent（用 OpenManus \u002F Langflow）。",[21,1003,34],{"id":34},[36,1005,1006,1012,1018,1024,1030,1036,1042,1048,1054,1060,1066,1072],{},[39,1007,1008,1011],{},[42,1009,1010],{},"AI Agent 节点","：reasoning loop + 自主工具选择",[39,1013,1014,1017],{},[42,1015,1016],{},"70 LangChain 节点","：LLM \u002F VectorStore \u002F Agent \u002F Tool \u002F Memory 全套",[39,1019,1020,1023],{},[42,1021,1022],{},"原生 MCP","：MCP server 一键挂载到 agent",[39,1025,1026,1029],{},[42,1027,1028],{},"Ollama 集成","：本地 LLM 零 API 成本",[39,1031,1032,1035],{},[42,1033,1034],{},"400+ 集成","：Slack \u002F GitHub \u002F Google \u002F Notion \u002F 主流 SaaS",[39,1037,1038,1041],{},[42,1039,1040],{},"HTTP \u002F Webhook 万能节点","：任意 REST API 都能接",[39,1043,1044,1047],{},[42,1045,1046],{},"Cron \u002F Trigger","：定时 \u002F 事件 \u002F Webhook 触发",[39,1049,1050,1053],{},[42,1051,1052],{},"多分支并行 + 错误处理","：production workflow 必备",[39,1055,1056,1059],{},[42,1057,1058],{},"版本控制 + Git Sync","：workflow as code",[39,1061,1062,1065],{},[42,1063,1064],{},"自托管 Docker \u002F Kubernetes","：一行起 + 水平扩展",[39,1067,1068,1071],{},[42,1069,1070],{},"execution-based 定价","：20 步和 2 步同价（自托管 = 0）",[39,1073,1074,1077],{},[42,1075,1076],{},"5800+ 社区 workflow","：clone 即用",[21,1079,114],{"id":114},[36,1081,1082,1088,1094,1100],{},[39,1083,1084,1087],{},[42,1085,1086],{},"Community Self-host","：$0；全功能 + 不限 execution + 自付 VPS $5-10\u002F月",[39,1089,1090,1093],{},[42,1091,1092],{},"Cloud Starter","：~€20\u002F月；2,500 executions + 5 workflow",[39,1095,1096,1099],{},[42,1097,1098],{},"Cloud Pro","：~€50\u002F月；高 executions + 团队协作",[39,1101,1102,1104],{},[42,1103,133],{},"：联系销售；SSO + LDAP + 私有部署 + SLA",[136,1106,1107],{},[26,1108,1109],{},"真实场景：Zapier $50\u002F月跑中等复杂 → n8n 自托管 $5\u002F月跑同样的 = 10x 降本。",[21,1111,1113],{"id":1112},"实测中型团队-saas-迁移-本地-ai","实测（中型团队 SaaS 迁移 + 本地 AI）",[26,1115,1116],{},[42,1117,149],{},[36,1119,1120,1123,1126,1129,1132,1135,1138,1141],{},[39,1121,1122],{},"自托管成本几乎可忽略：$5\u002F月 VPS 跑几十个 workflow",[39,1124,1125],{},"AI Agent + Ollama 让 LLM 任务零 API 成本",[39,1127,1128],{},"70 LangChain 节点覆盖 RAG \u002F Agent \u002F 多模态",[39,1130,1131],{},"MCP 原生集成让 n8n agent 调用任意 MCP server",[39,1133,1134],{},"5800+ 社区 workflow 节省 80% 上手时间",[39,1136,1137],{},"HTTP \u002F Webhook 万能节点弥补 native 集成缺口",[39,1139,1140],{},"升级 Docker tag 一行，无 vendor 升级费",[39,1142,1143],{},"中文社区 \u002F B 站教程丰富",[26,1145,1146],{},[42,1147,180],{},[36,1149,1150,1153,1156,1159,1162,1165,1168,1171],{},[39,1151,1152],{},"集成数（400+）远少于 Zapier（8000+），冷门 SaaS 要写 HTTP 自己接",[39,1154,1155],{},"自托管要懂 Docker \u002F Postgres \u002F Redis（高吞吐场景）",[39,1157,1158],{},"Cloud 定价 execution 计算法与本地不一致，迁移要重算成本",[39,1160,1161],{},"复杂 workflow 调试比 Zapier 难（错误堆栈深）",[39,1163,1164],{},"Sustainable Use License 不是传统 OSI 开源，企业法务要看条款",[39,1166,1167],{},"AI Agent 节点 production 稳定性不如简单线性 flow",[39,1169,1170],{},"Webhook 公网暴露要加 IP 白名单 + secret",[39,1172,1173],{},"Worker 模式才能并发，单进程吞吐有限",[21,1175,1177],{"id":1176},"上手docker-5-分钟","上手（Docker 5 分钟）",[212,1179,1181],{"className":214,"code":1180,"language":216,"meta":217,"style":217},"# 持久化目录\nmkdir -p ~\u002Fn8n-data\n\n# 启动\ndocker run -d \\\n  --name n8n \\\n  -p 5678:5678 \\\n  -e N8N_BASIC_AUTH_ACTIVE=true \\\n  -e N8N_BASIC_AUTH_USER=admin \\\n  -e N8N_BASIC_AUTH_PASSWORD=yourpassword \\\n  -v ~\u002Fn8n-data:\u002Fhome\u002Fnode\u002F.n8n \\\n  --restart always \\\n  n8nio\u002Fn8n\n\n# http:\u002F\u002Flocalhost:5678\n",[219,1182,1183,1188,1199,1203,1208,1222,1232,1242,1255,1264,1273,1283,1293,1298,1302],{"__ignoreMap":217},[222,1184,1185],{"class":224,"line":225},[222,1186,1187],{"class":393},"# 持久化目录\n",[222,1189,1190,1193,1196],{"class":224,"line":245},[222,1191,1192],{"class":228},"mkdir",[222,1194,1195],{"class":416}," -p",[222,1197,1198],{"class":232}," ~\u002Fn8n-data\n",[222,1200,1201],{"class":224,"line":292},[222,1202,309],{"emptyLinePlaceholder":308},[222,1204,1205],{"class":224,"line":305},[222,1206,1207],{"class":393},"# 启动\n",[222,1209,1210,1213,1216,1219],{"class":224,"line":312},[222,1211,1212],{"class":228},"docker",[222,1214,1215],{"class":232}," run",[222,1217,1218],{"class":416}," -d",[222,1220,1221],{"class":416}," \\\n",[222,1223,1224,1227,1230],{"class":224,"line":333},[222,1225,1226],{"class":416},"  --name",[222,1228,1229],{"class":232}," n8n",[222,1231,1221],{"class":416},[222,1233,1234,1237,1240],{"class":224,"line":374},[222,1235,1236],{"class":416},"  -p",[222,1238,1239],{"class":232}," 5678:5678",[222,1241,1221],{"class":416},[222,1243,1244,1247,1250,1253],{"class":224,"line":385},[222,1245,1246],{"class":416},"  -e",[222,1248,1249],{"class":232}," N8N_BASIC_AUTH_ACTIVE=",[222,1251,1252],{"class":416},"true",[222,1254,1221],{"class":416},[222,1256,1257,1259,1262],{"class":224,"line":390},[222,1258,1246],{"class":416},[222,1260,1261],{"class":232}," N8N_BASIC_AUTH_USER=admin",[222,1263,1221],{"class":416},[222,1265,1266,1268,1271],{"class":224,"line":397},[222,1267,1246],{"class":416},[222,1269,1270],{"class":232}," N8N_BASIC_AUTH_PASSWORD=yourpassword",[222,1272,1221],{"class":416},[222,1274,1275,1278,1281],{"class":224,"line":413},[222,1276,1277],{"class":416},"  -v",[222,1279,1280],{"class":232}," ~\u002Fn8n-data:\u002Fhome\u002Fnode\u002F.n8n",[222,1282,1221],{"class":416},[222,1284,1285,1288,1291],{"class":224,"line":443},[222,1286,1287],{"class":416},"  --restart",[222,1289,1290],{"class":232}," always",[222,1292,1221],{"class":416},[222,1294,1295],{"class":224,"line":448},[222,1296,1297],{"class":232},"  n8nio\u002Fn8n\n",[222,1299,1300],{"class":224,"line":459},[222,1301,309],{"emptyLinePlaceholder":308},[222,1303,1304],{"class":224,"line":473},[222,1305,1306],{"class":393},"# http:\u002F\u002Flocalhost:5678\n",[26,1308,1309],{},"连 Ollama：",[212,1311,1313],{"className":214,"code":1312,"language":216,"meta":217,"style":217},"ollama serve\nollama pull llama3.2\n# n8n 中添加 Ollama credential：http:\u002F\u002Fhost.docker.internal:11434\n",[219,1314,1315,1323,1333],{"__ignoreMap":217},[222,1316,1317,1320],{"class":224,"line":225},[222,1318,1319],{"class":228},"ollama",[222,1321,1322],{"class":232}," serve\n",[222,1324,1325,1327,1330],{"class":224,"line":245},[222,1326,1319],{"class":228},[222,1328,1329],{"class":232}," pull",[222,1331,1332],{"class":232}," llama3.2\n",[222,1334,1335],{"class":224,"line":292},[222,1336,1337],{"class":393},"# n8n 中添加 Ollama credential：http:\u002F\u002Fhost.docker.internal:11434\n",[26,1339,1340],{},"试 workflow：Webhook 触发 → AI Agent 节点（Ollama）→ Slack 通知。复制粘贴一个社区 workflow 30 分钟跑通完整 AI 自动化。",[21,1342,571],{"id":571},[573,1344,1345,1362],{},[576,1346,1347],{},[579,1348,1349,1351,1353,1356,1359],{},[582,1350,584],{},[582,1352,989],{},[582,1354,1355],{},"Zapier",[582,1357,1358],{},"Make",[582,1360,1361],{},"Langflow",[597,1363,1364,1378,1390,1406,1419,1434,1447,1461,1476],{},[579,1365,1366,1369,1372,1374,1376],{},[602,1367,1368],{},"开源",[602,1370,1371],{},"✅ fair-code",[602,1373,630],{},[602,1375,630],{},[602,1377,704],{},[579,1379,1380,1382,1384,1386,1388],{},[602,1381,694],{},[602,1383,624],{},[602,1385,630],{},[602,1387,630],{},[602,1389,656],{},[579,1391,1392,1394,1397,1400,1403],{},[602,1393,604],{},[602,1395,1396],{},"400+",[602,1398,1399],{},"8000+",[602,1401,1402],{},"2000+",[602,1404,1405],{},"LangChain 原语",[579,1407,1408,1411,1413,1415,1417],{},[602,1409,1410],{},"AI Agent",[602,1412,624],{},[602,1414,674],{},[602,1416,674],{},[602,1418,656],{},[579,1420,1421,1424,1427,1429,1431],{},[602,1422,1423],{},"LangChain 节点",[602,1425,1426],{},"✅ 70 个",[602,1428,630],{},[602,1430,630],{},[602,1432,1433],{},"✅ 原生",[579,1435,1436,1439,1441,1443,1445],{},[602,1437,1438],{},"MCP",[602,1440,1433],{},[602,1442,630],{},[602,1444,630],{},[602,1446,674],{},[579,1448,1449,1452,1455,1457,1459],{},[602,1450,1451],{},"Local LLM",[602,1453,1454],{},"✅ Ollama",[602,1456,630],{},[602,1458,630],{},[602,1460,656],{},[579,1462,1463,1465,1468,1471,1474],{},[602,1464,709],{},[602,1466,1467],{},"$0 自托管",[602,1469,1470],{},"$29.99\u002F月",[602,1472,1473],{},"$9\u002F月",[602,1475,1467],{},[579,1477,1478,1480,1483,1486,1489],{},[602,1479,725],{},[602,1481,1482],{},"开发者 + 高量级",[602,1484,1485],{},"非技术 + 简单",[602,1487,1488],{},"中等复杂",[602,1490,1491],{},"LangChain 工程",[21,1493,739],{"id":739},[36,1495,1496,1502,1508,1514,1520,1526,1532,1538,1544,1549],{},[39,1497,1498,1501],{},[42,1499,1500],{},"自托管装 Postgres + Redis","：默认 SQLite 高吞吐崩",[39,1503,1504,1507],{},[42,1505,1506],{},"Worker 模式","：高并发要起 worker container 才能并行",[39,1509,1510,1513],{},[42,1511,1512],{},"Webhook 加防护","：公网 Webhook 加 IP 白名单 \u002F secret \u002F nginx",[39,1515,1516,1519],{},[42,1517,1518],{},"数据加密","：n8n encryption key 设强随机值，备份要带 key",[39,1521,1522,1525],{},[42,1523,1524],{},"Cloud vs Self-host 成本","：>2k execution\u002F月 自托管更省",[39,1527,1528,1531],{},[42,1529,1530],{},"集成缺失","：冷门 SaaS 用 HTTP Request + curl 等价",[39,1533,1534,1537],{},[42,1535,1536],{},"AI Agent 稳定性","：生产关键流先用线性节点，agent 留给探索任务",[39,1539,1540,1543],{},[42,1541,1542],{},"license 法务","：Sustainable Use License 给法务看一遍，企业内部用没问题",[39,1545,1546,1548],{},[42,1547,1076],{},"：导入前看作者 + star 数 + 不要直接生产用，要 review",[39,1550,1551,1554],{},[42,1552,1553],{},"monitoring","：生产部署加 prometheus + 错误告警",[21,1556,807],{"id":806},[36,1558,1559,1562,1565,1568,1571,1574,1577,1580],{},[39,1560,1561],{},"✅ 开发者 + 完全控制 + 高量级自动化",[39,1563,1564],{},"✅ 从 Zapier \u002F Make 迁出降本",[39,1566,1567],{},"✅ AI Agent + LangChain + MCP 一体",[39,1569,1570],{},"✅ 合规 \u002F 数据驻留 \u002F 自托管需求",[39,1572,1573],{},"❌ 非技术 + 要 8000+ 现成集成（用 Zapier）",[39,1575,1576],{},"❌ 完全不愿自托管 + 不想付 Cloud",[39,1578,1579],{},"❌ 纯研究 \u002F 学术 agent（用 OpenManus）",[39,1581,1582],{},"❌ 极简 2-step 自动化（Zapier 更快）",[21,1584,839],{"id":839},[36,1586,1587,1591,1596],{},[39,1588,1589],{},[845,1590,860],{"href":859},[39,1592,1593],{},[845,1594,1595],{"href":940},"Composio 评测",[39,1597,1598],{},[845,1599,1601],{"href":1600},"\u002Ftools\u002Fagent\u002Fgeneral\u002Fopenmanus","OpenManus 评测",[21,1603,863],{"id":863},[865,1605,1606,1613,1620,1627],{},[39,1607,1608,1609],{},"n8n 官网 ",[845,1610,1611],{"href":1611,"rel":1612},"https:\u002F\u002Fn8n.io",[874],[39,1614,1615,1616],{},"AutomationByExperts — n8n 2026 200k users 5x ARR ",[845,1617,1618],{"href":1618,"rel":1619},"https:\u002F\u002Fautomationbyexperts.com\u002Fblog\u002Fn8n-ai-workflow-automation-guide-2026",[874],[39,1621,1622,1623],{},"Tutorials Technology — n8n + AI on Linux 2026（Docker + Ollama）",[845,1624,1625],{"href":1625,"rel":1626},"https:\u002F\u002Ftutorials.technology\u002Ftutorials\u002Fn8n-ai-workflows-linux-2026.html",[874],[39,1628,1629,1630],{},"Northflank — n8n Self-host Architecture + Pricing 2026 ",[845,1631,1632],{"href":1632,"rel":1633},"https:\u002F\u002Fnorthflank.com\u002Fblog\u002Fhow-to-self-host-n8n-setup-architecture-and-pricing-guide",[874],[904,1635,1636],{},"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 .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":217,"searchDepth":292,"depth":292,"links":1638},[1639,1640,1641,1642,1643,1644,1645,1646,1647,1648],{"id":23,"depth":245,"text":24},{"id":34,"depth":245,"text":34},{"id":114,"depth":245,"text":114},{"id":1112,"depth":245,"text":1113},{"id":1176,"depth":245,"text":1177},{"id":571,"depth":245,"text":571},{"id":739,"depth":245,"text":739},{"id":806,"depth":245,"text":807},{"id":839,"depth":245,"text":839},{"id":863,"depth":245,"text":863},"platform","\u002Fimg\u002Ftools\u002Fn8n.webp","n8n 2026 真实评测：开源自托管自动化平台和 AI Agent 工作流工具，支持 LangChain 节点、MCP、Ollama、OpenAI、Webhook、400+ 集成和 execution-based 定价。本文对比 Zapier、Make、Dify，整理自托管成本、适合场景和避坑建议。",[1653,1656,1659,1662],{"q":1654,"a":1655},"n8n 和 Zapier \u002F Make 怎么选？","Zapier 8000+ 集成 + 最易上手 + 非技术团队最爱，但 $29.99\u002F月才 750 tasks + 每步独立计费 = 量大成本爆炸。Make 视觉画布 + 并行分支 + 2000+ 集成 + 智能打包步骤（10k ops $29\u002F月），中等复杂最佳性价比。n8n 开源 + 自托管 + execution-based（步骤数无关）+ 70 LangChain 节点 + MCP 原生，开发者 + 高量级 + 完全控制首选。模式：从 Zapier \u002F Make 起步 → 撞墙 → 迁 n8n。",{"q":1657,"a":1658},"AI Agent 节点是什么？","n8n 2026 加的特殊节点：运行 reasoning loop，从连接的工具节点中自主挑选并调用，直到有答案。和传统线性节点的『按顺序执行预定动作』不同，AI Agent 引入了 LLM 决策。可挂接近 70 LangChain 节点 \u002F MCP server \u002F 任意 HTTP API。让 n8n 从『纯自动化』升级为『真正的 AI agent 平台』。",{"q":1660,"a":1661},"Sustainable Use License 是什么协议？","n8n 用的 fair-code 协议（非传统 OSI 开源）。允许内部使用 + 自托管 + 修改源码，但限制把 n8n 作为 SaaS 转售（与 n8n 商业版直接竞争）。对自用 \u002F 内部工具 \u002F 普通自托管 100% 免费。要做 n8n competitor \u002F 商业 SaaS 才需要谈授权。",{"q":1663,"a":1664},"自托管成本和门槛？","最小：$5-10\u002F月 VPS（DigitalOcean \u002F Hetzner \u002F Linode）+ Docker 一行起。Postgres 持久化 + Redis 队列（高吞吐）+ Worker 节点（水平扩展）。10 分钟内能跑通最小版本。中文社区 \u002F B 站 \u002F 知乎 有大量中文教程。比 Langflow \u002F Dify 上手快。",[938,1666],"multi",{},"\u002Ftools\u002Fagent\u002Fplatform\u002Fn8n",[1670,1671,1212,1672],"self-host","cloud","web",[1674,1678,1682,1686],{"plan":1675,"price":720,"features":1676,"notes":1677},"Community (Self-host)","全部功能 + 不限执行 + 不限 workflow + Sustainable Use License","VPS $5-10\u002F月",{"plan":1092,"price":1679,"features":1680,"notes":1681},"~€20\u002F月","2,500 executions + 5 workflow + 基础集成","试水 \u002F 小团队",{"plan":1098,"price":1683,"features":1684,"notes":1685},"~€50\u002F月","更高 executions + 团队协作 + 高级特性","中型团队",{"plan":133,"price":954,"features":1687,"notes":956},"SSO + audit + LDAP + 私有部署 + SLA","Self-host 免费 \u002F Cloud Starter ~€20·月 (2.5k executions) \u002F Pro \u002F Business \u002F Enterprise 阶梯",[1690],"onboarding\u002Fn8n-ollama-automation",{"power":312,"ux":305,"price":312,"cn_support":292,"stability":312},{"title":989,"description":1651},"n8n 评测 2026：开源自托管自动化平台，AI Agent 工作流首选","agent\u002Fplatform\u002Fn8n",[1696,1698,1700,1702],{"name":1697,"url":1611,"accessed":969},"n8n 官网",{"name":1699,"url":1618,"accessed":969},"AutomationByExperts — n8n 2026 200k users 5x ARR",{"name":1701,"url":1625,"accessed":969},"Tutorials Technology — n8n + AI on Linux 2026",{"name":1703,"url":1632,"accessed":969},"Northflank — n8n Self-host Pricing 2026","tools\u002Fagent\u002Fplatform\u002Fn8n","自托管自动化平台：200k+ 用户 + 70 LangChain 节点 + MCP 原生 + Ollama 集成",[1707,1708,1709,1710,944,1670,989],"opensource","workflow","automation","langchain","Zapier \u002F Make 的开源替代——20 步工作流和 2 步成本一样（自托管）。AI Agent + LangChain 节点让它在 2026 成为开发者首选自动化平台。要 8000+ 现成集成 + 极简上手用 Zapier；要中等复杂 + 不自托管用 Make。","Y5uedkjOvG7WLZTjkH2_rw8c5QipFprpPc7QrzBLivw",1784565440619]