최고의 AI 워크플로 자동화
자동화는 레코드를 앱에서 앱으로 옮기고 중간에 모델을 부르기도 합니다. Zapier, Make, n8n이 접착제입니다. Gumloop과 Lindy는 에이전트에 가깝습니다.
8개 제품. 가격과 설명 확인일: 2026년 10월 5일.
최고의 AI 워크플로 자동화 비교
가격은 공급사가 공개한 시작 가격입니다. 무료 플랜이나 체험은 가격 페이지에 있을 때만 적습니다.
| 제품 | 가격 | 무료 플랜 또는 체험 | 주요 기능 | 연동 | 적합한 용도 | 사용자 의견 |
|---|---|---|---|---|---|---|
| Gumloop #1 | From $37/mo | 체험 | 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. | 출처가 있는 코멘트가 없습니다. |
| Make #2 | Free, then $9/month | 무료 플랜 | 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. | 출처가 있는 코멘트가 없습니다. |
| Zapier #3 | Free, then $19.99/month | 무료 플랜과 체험 | 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. | 출처가 있는 코멘트가 없습니다. |
| n8n #4 | €20/mo billed annually | 무료 플랜과 체험 | 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. | 출처가 있는 코멘트가 없습니다. |
| Pipedream #5 | Free, then $99/month | 무료 플랜 | 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. | 출처가 있는 코멘트가 없습니다. |
| Bardeen #6 | Not published | 무료 플랜 | Agentic lead scraping, research, and enrichment. | Google Sheets, Airtable, Notion, CSV | Small sales and research teams building lead lists from the web. | 출처가 있는 코멘트가 없습니다. |
| Activepieces #7 | Free, then $20/month | 무료 플랜 | 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. | 출처가 있는 코멘트가 없습니다. |
| Workato #8 | Not published | 표시 없음 | 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. | 출처가 있는 코멘트가 없습니다. |
순위
일과의 적합성, 자율성, 통제, 연동, 접근성, 공개 정도로 순서를 매깁니다.
| # | 에이전트 | 적합한 용도 | 가격 | 무료 플랜 | 자율성 | 연동 | 점수 |
|---|---|---|---|---|---|---|---|
| 1 | Gumloop | Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight. | From $37/mo | 체험 | Autonomous | Slack, Gmail, Salesforce +5 | 점수 내역85
|
| 2 | Make | Operators who want a visual builder and credit-based pricing that can start on a free plan. | Free, then $9/month | 있음 | Semi-autonomous | OpenAI, HubSpot, Slack +3 | 점수 내역83
|
| 3 | Zapier | Teams that want governed, self-serve automations across a very large app catalog. | Free, then $19.99/month | 있음 | Semi-autonomous | MCP, Amazon Bedrock, Datadog +1 | 점수 내역82
|
| 4 | n8n | Technical teams that want source-available automation they can host themselves. | €20/mo billed annually | 있음 | Semi-autonomous | 500+ app nodes, MCP, Webhooks +3 | 점수 내역82
|
| 5 | Pipedream | Developers embedding thousands of user-authenticated API tools into their own agents. | Free, then $99/month | 있음 | Semi-autonomous | Slack, Gmail, Stripe +2 | 점수 내역78
|
| 6 | Bardeen | Small sales and research teams building lead lists from the web. | Not published | 있음 | Semi-autonomous | Google Sheets, Airtable, Notion +1 | 점수 내역76
|
| 7 | Activepieces | Teams that want Zapier-style flows they can self-host, with agents and an approval gate. | Free, then $20/month | 있음 | Semi-autonomous | HubSpot, Slack, MCP +2 | 점수 내역76
|
| 8 | Workato | Large companies that need one governed place to run integrations and agents. | Not published | 없음 | Semi-autonomous | Claude, Codex, Cursor +1 | 점수 내역72
|
순위 1
Gumloop85
Teams that want shared AI agents on tools such as Slack, Gmail, Salesforce, and HubSpot, with IT oversight.
- 가격
- From $37/mo
- 무료 플랜
- 체험
- 자율성
- Autonomous
- 연동
- Slack, Gmail, Salesforce
점수 내역85
- Fit for the job26/30
- Autonomy17/20
- Controls11/15
- Integrations14/15
- Access8/10
- Evidence9/10
순위 2
Make83
Operators who want a visual builder and credit-based pricing that can start on a free plan.
- 가격
- Free, then $9/month
- 무료 플랜
- 있음
- 자율성
- Semi-autonomous
- 연동
- OpenAI, HubSpot, Slack
점수 내역83
- Fit for the job28/30
- Autonomy13/20
- Controls12/15
- Integrations11/15
- Access10/10
- Evidence9/10
순위 3
Zapier82
Teams that want governed, self-serve automations across a very large app catalog.
- 가격
- Free, then $19.99/month
- 무료 플랜
- 있음
- 자율성
- Semi-autonomous
- 연동
- MCP, Amazon Bedrock, Datadog
점수 내역82
- Fit for the job29/30
- Autonomy13/20
- Controls12/15
- Integrations9/15
- Access10/10
- Evidence9/10
순위 4
n8n82
Technical teams that want source-available automation they can host themselves.
- 가격
- €20/mo billed annually
- 무료 플랜
- 있음
- 자율성
- Semi-autonomous
- 연동
- 500+ app nodes, MCP, Webhooks
점수 내역82
- Fit for the job27/30
- Autonomy13/20
- Controls12/15
- Integrations11/15
- Access10/10
- Evidence9/10
순위 5
Pipedream78
Developers embedding thousands of user-authenticated API tools into their own agents.
- 가격
- Free, then $99/month
- 무료 플랜
- 있음
- 자율성
- Semi-autonomous
- 연동
- Slack, Gmail, Stripe
점수 내역78
- Fit for the job24/30
- Autonomy13/20
- Controls12/15
- Integrations10/15
- Access10/10
- Evidence9/10
순위 6
Bardeen76
Small sales and research teams building lead lists from the web.
- 가격
- Not published
- 무료 플랜
- 있음
- 자율성
- Semi-autonomous
- 연동
- Google Sheets, Airtable, Notion
점수 내역76
- Fit for the job23/30
- Autonomy13/20
- Controls12/15
- Integrations9/15
- Access10/10
- Evidence9/10
순위 7
Activepieces76
Teams that want Zapier-style flows they can self-host, with agents and an approval gate.
- 가격
- Free, then $20/month
- 무료 플랜
- 있음
- 자율성
- Semi-autonomous
- 연동
- HubSpot, Slack, MCP
점수 내역76
- Fit for the job22/30
- Autonomy13/20
- Controls12/15
- Integrations10/15
- Access10/10
- Evidence9/10
순위 8
Workato72
Large companies that need one governed place to run integrations and agents.
- 가격
- Not published
- 무료 플랜
- 없음
- 자율성
- Semi-autonomous
- 연동
- Claude, Codex, Cursor
점수 내역72
- Fit for the job25/30
- Autonomy13/20
- Controls12/15
- Integrations9/15
- Access4/10
- Evidence9/10
가격, 기능, 요약
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.
- 가격
- From $37/mo
- gumloop.com/pricing did not list dollar amounts. The credits documentation says Pro is $37/month with 20,000 credits, and Enterprise is custom with rollover. One credit is $0.005. New accounts get a 14-day Pro trial that requires a card and converts to paid unless cancelled. The docs say there is no free plan. Pro overage defaults to a cap of 1,000,000 credits ($5,000) per period. Last checked 5 October 2026.
- 주요 기능
- Slack, Gmail, Salesforce, HubSpot, Notion, Linear, GitHub, Google Sheets. Sold to run the job rather than wait for a prompt on every step. Keep a way to stop it before it reaches a customer, a candidate, or a filing.
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.
- 가격
- Free, then $9/month
- The pricing page lists a free plan with 1,000 credits a month, 2 active scenarios, and a 15-minute minimum interval. Dollar amounts were not in that page's text. Make's own Zapier comparison page lists Core at $9/month starting at 10,000 credits, Pro at $16/month starting at 10,000 credits, and Teams at $29/month starting at 10,000 credits. Enterprise is custom. Extra credits can be bought, and Core, Pro, and Teams can auto-purchase 10,000 credits. Last checked 5 October 2026.
- 주요 기능
- OpenAI, HubSpot, Slack, Salesforce, monday.com, NetSuite. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.
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.
- 가격
- Free, then $19.99/month
- Free includes 100 tasks a month and two-step Zaps. Professional annual pricing starts at $19.99/month for 750 tasks, or $29.99 month-to-month. Team annual pricing starts at $69/month for 2,000 tasks. Enterprise is custom. New accounts get a 14-day Professional trial with no credit card. Annual billing is 33 percent off the monthly rate. Prices were read from Zapier's machine-readable pricing page. Last checked 5 October 2026.
- 주요 기능
- MCP, Amazon Bedrock, Datadog, Splunk. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.
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.
- 가격
- €20/mo billed annually
- Cloud Starter is €20/month billed annually and includes 2,500 workflow executions, unlimited steps, 5 concurrent executions, and 1,600 Assistant credits. Pro is €50/month billed annually with 10,000 executions. Business is €667/month billed annually with 40,000 executions. Enterprise is custom. Execution counts were on https://n8n.io/saas/ next to those prices. A cloud trial needs no credit card and includes 1,000 executions. Annual billing saves 17 percent. Last checked 5 October 2026.
- 주요 기능
- 500+ app nodes, MCP, Webhooks, Docker, GitHub, LangSmith. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.
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.
- 가격
- Free, then $99/month
- Free is $0, needs no card, and includes every feature in development only, with 3,000-plus connectors and unlimited team members. Startup is $99 per month billed annually, or $150 billed monthly, and adds production, 100 external users then $2 each, and 10,000 usage credits then $0.012 each. Business is custom annual pricing and adds SSO, SCIM, HIPAA, and static egress IPs. Last checked 5 October 2026.
- 주요 기능
- Slack, Gmail, Stripe, Notion, MCP. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.
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.
- 가격
- Not published
- The pricing page says you always get 100 credits free and that unused credits expire at the end of the billing period. A created row costs 1 credit, an enrichment row costs 3, and import, export, and utilities are free. No monthly plan price was in the page text. Last checked 5 October 2026.
- 주요 기능
- Google Sheets, Airtable, Notion, CSV. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.
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.
- 가격
- Free, then $20/month
- Free is $0 with no card and 1,000 credits a month. Plus is $20/month flat with 10,000 credits, up to 5 users, and bring-your-own AI keys. Team is $200/month with 50,000 credits and 25 users. Ultimate is custom. Embed starts at $36,000 a year. Plus and Team overage is $0.007 per credit. The comparison table says the free credit reset is daily, while the plan card and FAQ say 1,000 credits a month. Last checked 5 October 2026.
- 주요 기능
- HubSpot, Slack, MCP, Okta, Microsoft Entra. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.
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.
- 가격
- Not published
- The homepage does not list a price. It points buyers to analyst reports and customer stories rather than a plan card. Last checked 5 October 2026.
- 주요 기능
- Claude, Codex, Cursor, MCP. It can carry a stretch of the work, then wait. A person still approves anything that leaves the building.
AI 에이전트란
자동화는 레코드를 앱에서 앱으로 옮기고 중간에 모델을 부르기도 합니다. Zapier, Make, n8n이 접착제입니다. Gumloop과 Lindy는 에이전트에 가깝습니다.
이 목록의 배열
이 목록 위쪽에는 Gumloop, Make, Zapier이 있습니다. 순서는 공개 점수이며, 광고 자리가 아닙니다.
비교할 점
하는 일, 시작 가격, 결과를 사람이 아직 승인하는지를 보세요.
- 그 제품이 실제로 하는 일
- 공개 가격, 무료 플랜, 또는 분명한 맞춤 가격
- 고객에게 가기 전의 확인
이런 소프트웨어의 용도
같은 단계가 반복될 때 씁니다. 결정은 사람이 합니다.
- 데모 전에 시작 가격을 본다
- 일반 채팅창이 아니라 이 일의 제품을 비교한다
- 긴 메모는 제품 페이지에서 읽는다
이 목록의 독자
일이 무엇인지 알고, 가격에 날짜가 있는 제품을 보려는 사람입니다.
공개된 시작 가격
확인할 수 있었던 시작 가격: Gumloop (From $37/mo), Make (Free, then $9/month), Zapier (Free, then $19.99/month). 확인일: 2026년 10월 5일.
고르는 방법
먼저 일을 맞추고, 누구를 위한 제품인지, 영업 통화 없이 시작할 수 있는지를 읽으세요.
가까운 카테고리
옆 일에는 따로 목록이 있습니다.
자주 묻는 질문
채점 방법
확인 5 October 2026
모든 제품을 같은 여섯 항목으로 100점 만점에 매깁니다. 순위는 합계, 적합도, 이름 순입니다. 방법 전문 보기.