Source: https://bestagentsfor.com/zh/ai-agents-for/workflow-automation/ Markdown: https://bestagentsfor.com/zh/ai-agents-for/workflow-automation/index.md Title: 最好用的 AI 工作流自动化 (2026) | Best Agents For - 首页 - /智能体 - /最好用的 AI 工作流自动化 # 最好用的 AI 工作流自动化 自动化把一条记录从一个应用搬到另一个应用，有时在中间调用模型。Zapier、Make 和 n8n 是胶水。Gumloop 和 Lindy 更接近智能体。 8 个产品。价格和说明的核对日期为 2026年10月5日。 ## 最好用的 AI 工作流自动化 对比 价格是供应商公布的起步数字。只有价格页写了免费方案或试用，我们才列入。 产品 价格 免费方案或试用 主要功能 集成 适合 用户说法 #1 From $37/mo 试用 A multiplayer builder for AI agents. Slack, Gmail, Salesforce, HubSpot Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight. 没有可注明出处的评论。 #2 Free, then $9/month 免费方案 Visual AI automation across thousands of apps. OpenAI, HubSpot, Slack, Salesforce Operators who want a visual builder and credit-based pricing that can start on a free plan. 没有可注明出处的评论。 #3 Free, then $19.99/month 免费方案和试用 AI workflows and agents across thousands of apps. MCP, Amazon Bedrock, Datadog, Splunk Teams that want governed, self-serve automations across a very large app catalog. 没有可注明出处的评论。 #4 €20/mo billed annually 免费方案和试用 AI workflows you can self-host or run in the cloud. 500+ app nodes, MCP, Webhooks, Docker Technical teams that want source-available automation they can host themselves. 没有可注明出处的评论。 #5 Free, then $99/month 免费方案 Managed auth and tools for the agents you build. Slack, Gmail, Stripe, Notion Developers embedding thousands of user-authenticated API tools into their own agents. 没有可注明出处的评论。 #6 Not published 免费方案 Agentic lead scraping, research, and enrichment. Google Sheets, Airtable, Notion, CSV Small sales and research teams building lead lists from the web. 没有可注明出处的评论。 #7 Free, then $20/month 免费方案 Open-source AI agents, flows, and tables. HubSpot, Slack, MCP, Okta Teams that want Zapier-style flows they can self-host, with agents and an approval gate. 没有可注明出处的评论。 #8 Not published 未列出 Enterprise control and execution for AI agents and integrations. Claude, Codex, Cursor, MCP Large companies that need one governed place to run integrations and agents. 没有可注明出处的评论。 ## 排序列表 排序看这项工作的匹配度、自主程度、控制、集成、能否直接开始，以及产品信息公开到什么程度。 # 智能体 适合 价格 免费方案 自主程度 集成 分数 1 Gumloop Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight. From $37/mo 试用 Autonomous Slack, Gmail, Salesforce +5 - Fit for the job26/30 - Autonomy17/20 - Controls11/15 - Integrations14/15 - Access8/10 - Evidence9/10 2 Make Operators who want a visual builder and credit-based pricing that can start on a free plan. Free, then $9/month 有 Semi-autonomous OpenAI, HubSpot, Slack +3 - Fit for the job28/30 - Autonomy13/20 - Controls12/15 - Integrations11/15 - Access10/10 - Evidence9/10 3 Zapier Teams that want governed, self-serve automations across a very large app catalog. Free, then $19.99/month 有 Semi-autonomous MCP, Amazon Bedrock, Datadog +1 - Fit for the job29/30 - Autonomy13/20 - Controls12/15 - Integrations9/15 - Access10/10 - Evidence9/10 4 n8n Technical teams that want source-available automation they can host themselves. €20/mo billed annually 有 Semi-autonomous 500+ app nodes, MCP, Webhooks +3 - Fit for the job27/30 - Autonomy13/20 - Controls12/15 - Integrations11/15 - Access10/10 - Evidence9/10 5 Pipedream Developers embedding thousands of user-authenticated API tools into their own agents. Free, then $99/month 有 Semi-autonomous Slack, Gmail, Stripe +2 - Fit for the job24/30 - Autonomy13/20 - Controls12/15 - Integrations10/15 - Access10/10 - Evidence9/10 6 Bardeen Small sales and research teams building lead lists from the web. Not published 有 Semi-autonomous Google Sheets, Airtable, Notion +1 - Fit for the job23/30 - Autonomy13/20 - Controls12/15 - Integrations9/15 - Access10/10 - Evidence9/10 7 Activepieces Teams that want Zapier-style flows they can self-host, with agents and an approval gate. Free, then $20/month 有 Semi-autonomous HubSpot, Slack, MCP +2 - Fit for the job22/30 - Autonomy13/20 - Controls12/15 - Integrations10/15 - Access10/10 - Evidence9/10 8 Workato Large companies that need one governed place to run integrations and agents. Not published 无 Semi-autonomous Claude, Codex, Cursor +1 - Fit for the job25/30 - Autonomy13/20 - Controls12/15 - Integrations9/15 - Access4/10 - Evidence9/10 名次 1 85 Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight. - Fit for the job26/30 - Autonomy17/20 - Controls11/15 - Integrations14/15 - Access8/10 - Evidence9/10 名次 2 83 Operators who want a visual builder and credit-based pricing that can start on a free plan. - Fit for the job28/30 - Autonomy13/20 - Controls12/15 - Integrations11/15 - Access10/10 - Evidence9/10 名次 3 82 Teams that want governed, self-serve automations across a very large app catalog. - Fit for the job29/30 - Autonomy13/20 - Controls12/15 - Integrations9/15 - Access10/10 - Evidence9/10 名次 4 82 Technical teams that want source-available automation they can host themselves. - Fit for the job27/30 - Autonomy13/20 - Controls12/15 - Integrations11/15 - Access10/10 - Evidence9/10 名次 5 78 Developers embedding thousands of user-authenticated API tools into their own agents. - Fit for the job24/30 - Autonomy13/20 - Controls12/15 - Integrations10/15 - Access10/10 - Evidence9/10 名次 6 76 Small sales and research teams building lead lists from the web. - Fit for the job23/30 - Autonomy13/20 - Controls12/15 - Integrations9/15 - Access10/10 - Evidence9/10 名次 7 76 Teams that want Zapier-style flows they can self-host, with agents and an approval gate. - Fit for the job22/30 - Autonomy13/20 - Controls12/15 - Integrations10/15 - Access10/10 - Evidence9/10 名次 8 72 Large companies that need one governed place to run integrations and agents. - Fit for the job25/30 - Autonomy13/20 - Controls12/15 - Integrations9/15 - Access4/10 - Evidence9/10 ## 价格、功能与摘要 1 ### Gumloop Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight. Gumloop lets teams describe work in plain language and get agents that connect to company apps, run on triggers, and produce files or web apps. It says agents are model-agnostic and that enterprise controls include SSO, audit logs, usage monitoring, and VPC deployment. Gumloop 的价格与功能/Gumloop 的替代 2 ### Make Operators who want a visual builder and credit-based pricing that can start on a free plan. Make is a visual automation platform for scenarios and AI agents, with a library it describes as 3,000-plus apps. Make says it is trusted by more than 400,000 organizations, is part of Celonis, and bills in credits, where most module actions cost one credit. Make 的价格与功能/Make 的替代 3 ### Zapier Teams that want governed, self-serve automations across a very large app catalog. Zapier is a no-code automation platform for workflows, agents, and chatbots across more than 9,000 apps, with admin controls for what each app action is allowed to do. The company says more than 3 million businesses use it, and that a task is a successful step or programmatic call such as an MCP tool call. Zapier 的价格与功能/Zapier 的替代 4 ### n8n Technical teams that want source-available automation they can host themselves. n8n is a workflow and AI-agent platform that can be built visually or with JavaScript and Python, and deployed on n8n Cloud or on your own infrastructure, including air-gapped. It charges for a full workflow execution rather than for each step, and a standard self-hosted Community Edition is on GitHub. n8n 的价格与功能/n8n 的替代 5 ### Pipedream Developers embedding thousands of user-authenticated API tools into their own agents. Pipedream Connect is an integration layer that gives agents managed authentication, more than 10,000 prebuilt tools and triggers, and a proxy across more than 3,000 APIs. A separate product, Conduit, is an early-access gateway for employees to connect apps to agents with SSO, access policies, and an audit trail. Pipedream 的价格与功能/Pipedream 的替代 6 ### Bardeen Small sales and research teams building lead lists from the web. Bardeen finds leads with an agentic web scraper, researches them with AI search, enriches contacts, and qualifies them from a description of the ideal lead. Exports listed on the site are CSV, Google Sheets, Airtable, and Notion. Bardeen 的价格与功能/Bardeen 的替代 7 ### Activepieces Teams that want Zapier-style flows they can self-host, with agents and an approval gate. Activepieces is a workspace for chat, agents, flows, and tables across 760-plus apps, with human approval on steps that touch money, customers, or production. It can run on Activepieces Cloud, your own servers, or air-gapped, and every piece is MIT-licensed. Activepieces 的价格与功能/Activepieces 的替代 8 ### Workato Large companies that need one governed place to run integrations and agents. Workato is an enterprise integration and AI platform for governing models, agents, workflows, APIs, and MCP, and for running them on one runtime. It says it connects to more than 17,000 apps, APIs, databases, files, and MCP servers, and that it is built on an iPaaS it calls number one. Workato 的价格与功能/Workato 的替代 ## 什么是 AI 智能体 自动化把一条记录从一个应用搬到另一个应用，有时在中间调用模型。Zapier、Make 和 n8n 是胶水。Gumloop 和 Lindy 更接近智能体。 ## 这份名单怎么排 这份名单靠前的是 Gumloop, Make, Zapier。顺序依据公开分数，不是广告位。 ## 比较什么 看工作内容、起步价格，以及结果是否仍要人批准。 - 产品真正做的那件工作 - 公开价格、免费方案，或写清楚的定制价格 - 到达客户之前有人复核 ## 这类软件用来做什么 同一个步骤反复出现时才用。决定仍由人来做。 - 约演示之前先看起步价 - 比较做这件事的产品，而不是一个通用聊天窗口 - 更长的说明在产品页 ## 这份名单给谁看 给已经知道自己要做什么、并希望价格带有日期的人。 ## 已公布的起步价 我们能核对到的起步数字：Gumloop (From $37/mo), Make (Free, then $9/month), Zapier (Free, then $19.99/month)。核对日为 2026年10月5日。 ## 怎么选 先对上工作。再看产品适合谁，以及能不能在销售电话之前开始用。 ## 相关分类 相邻的工作有自己的列表。 - 搭建 AI 智能体的平台 - 最好用的客服 AI 智能体 - 最好用的 AI 会计软件 ## 常见问题 ### 最好用的 AI 工作流自动化里有哪些产品 ### 价格是供应商公布的吗 ### 有星级或评论数量吗 ## 评分方法 核对 5 October 2026 每个产品用相同的六项打到 100 分。名次先看总分，再看匹配度，再看名称。 阅读完整方法.