Frameworks

CAMEL

Research-driven multi-agent framework for building and studying communicating, role-playing agent societies.

As of 1 November 2026, CAMEL ranks 26th of 34 in Frameworks on the Agent Reality Index — scored 37.8 of 100, led by market demand.

#2637.8Index / 100

Score breakdown

Market demand26
Developer adoption39
Real usage57
Momentum50
Production readiness58
Community43

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

Real-world demand

117Google searches / mo
10AI / LLM searches / mo
117Product-site visits / mo
18kGitHub stars
43kPackage 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

CAMEL — frequently asked questions

What is CAMEL?

Research-driven multi-agent framework for building and studying communicating, role-playing agent societies. It is tracked in the Frameworks category of the Agent Reality Index.

What is CAMEL's Agent Reality Index ranking?

As of 1 November 2026, CAMEL ranks 26th of 34 in Frameworks, with an overall Agent Reality Index score of 37.8 of 100.

How is CAMEL 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 CAMEL open source?

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

How popular is CAMEL?

Measured 1 November 2026, CAMEL draws about 117 Google searches a month, around 10 AI and LLM searches, roughly 18k GitHub stars, about 43k package downloads a month. Demand confidence is rated low.

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