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CrewAI AMP vs Scanopy

Both stand on llm application development frameworks. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

CrewAI AMP

Free plan APISelf-hostedWeb

Choose CrewAI AMP if your team needs several ways to build multi-agent workflows alongside tracing and governance controls. The free Basic plan has two automations and a 50-execution monthly ceiling; teams needing custom executions or enterprise deployment should consider Enterprise and its custom billing.

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Scanopy

Free plan Open source APILinuxMac+3

Scanopy focuses on documenting network assets and relationships, with self-hosted and cloud options and plan-dependent sharing tools. It is not a substitute for monitoring, and the free edition has a one-network, one-seat limit.

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The facts

CrewAI AMPScanopy
Free planYesYes
Open sourceNot publishedYes
Runs onAPI, Self-hosted, WebAPI, Linux, Mac, Self-hosted, Web, Windows
Lowest paid planFree or on requestSee the plans
Plans published28
MakerNot publishedNot published
Websitecrewai.comscanopy.net
On llm application development frameworks#4 of 49#1 of 49

CrewAI AMP: what it does well

  • Build workflows with no-code, a visual editor, or a code-first API.
  • Trace model calls, tool calls, and memory reads with cost accounting.
  • Includes audit trails, human approval gates, and PII redaction.
  • Supports runtime model swapping and lists evaluation integrations.
  • Enterprise deployment can use CrewAI cloud or customer infrastructure.

What to know first

  • Basic is capped at 50 workflow executions per month.
  • Basic includes two automations.
  • Enterprise billing is custom.

Scanopy: what it does well

  • Maps four topology views from scans.
  • No endpoint agents required.
  • Free Community Edition has no time restriction.
  • Offers multiple plan-dependent export and sharing formats.
  • Self-hosted discovery data stays in the customer's database.

What to know first

  • Community Edition is limited to one network and one seat.
  • Documentation refreshes on a schedule, not continuously.
  • Does not replace monitoring for health, bandwidth, or alerts.
  • Maker says it lacks formal SOC 2 or ISO 27001 certifications.

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