Deciding between Make AI Agents and Mastra? This comparison focuses on the details that actually separate these ai agents tools, from content boundaries and pricing to voice, images, memory, customization depth, and overall fit.
The biggest differences show up in image generation and roleplay depth.
Make (formerly Integromat) provides visual automation with AI steps and agent-style scenarios for connecting apps, transforming data, and running monitored workflows.
Mature scenario engine with strong connector breadth
Watch for: Pricing and operations complexity at scale

Mastra is a TypeScript framework for building AI agents, workflows, MCP servers, and production-ready AI applications.
Strong TypeScript-first agent framework
Watch for: Framework, not turnkey assistant
| Feature Set | Make AI Agents | Mastra |
|---|---|---|
| NSFW Filter | Flexible (varies by mode) | Flexible (varies by mode) |
| Pricing Model | Free & Premium | Free & Premium |
| Voice Chat | No | No |
| Image Generation | Yes | No |
| Roleplay Depth | High | Medium |
| Long-term Memory | Medium | Medium |
| Custom Characters | Yes | Yes |
| API Support | No | No |
Make AI Agents offers Yes, while Mastra offers No.
Make AI Agents offers High, while Mastra offers Medium.
Choose Make AI Agents if you care most about mature scenario engine with strong connector breadth, with extra emphasis on automation, visual builder, and integrations.
Choose Mastra if you care most about strong typescript-first agent framework, with extra emphasis on typescript, framework, and workflows.
Other leading ai agents picks from our directory—useful if you want a different balance of features than this head-to-head.
Both Make AI Agents and Mastra are top-tier platforms. We recommend Make AI Agents for mature scenario engine with strong connector breadth while Mastra stands out for strong typescript-first agent framework. Both offer exceptional value for AI enthusiasts.
A: It depends on your needs. Make AI Agents is stronger for mature scenario engine with strong connector breadth, while Mastra stands out more for strong typescript-first agent framework.
A: Image Generation is the clearest separator: Make AI Agents offers Yes, while Mastra offers No.
A: Make AI Agents is listed around Flexible (varies by mode), while Mastra is listed around Flexible (varies by mode).
A: Both tools look similar on pricing posture: Free & Premium.
A: Choose Make AI Agents if you care more about mature scenario engine with strong connector breadth, especially around automation, visual builder, and integrations.
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