Frameworks

Marvin

As of 15 June 2026, Marvin ranks 22nd of 25 in Frameworks on the Agent Reality Index — scored 36.5 of 100, led by market demand.

#22 36.5 Index / 100

Score breakdown

Market demand 25
Developer adoption 25
Real usage 58
Momentum 28
Production readiness 72
Community 49

Why this rank: the index weights market demand most heavily — how much Marvin is actually searched for and asked about inside AI tools.

Real-world demand

460Google searches / mo
23AI / LLM searches / mo
460Product-site visits / mo
6.2kGitHub stars
78kPackage downloads / mo

Demand measured via Product-site traffic · confidence: low — name collides with common terms, so demand is a conservative estimate.

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Common questions

Marvin — frequently asked questions

What is Marvin's Agent Reality Index ranking?

As of 15 June 2026, Marvin ranks 22nd of 25 in Frameworks, with an overall Agent Reality Index score of 36.5 of 100.

How is Marvin scored?

The index blends six real-world signals — market demand (weighted most heavily), developer adoption, real usage, momentum, production-readiness, and community — into a 0–100 score, rather than relying on GitHub stars or vendor opinion.

Is Marvin open source?

Marvin is open source; its code is publicly available on GitHub.

How popular is Marvin?

Measured 15 June 2026, Marvin draws about 460 Google searches a month, around 23 AI and LLM searches, roughly 6.2k GitHub stars, about 78k package downloads a month. Demand confidence is rated low.

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