Swarms
The full report. Score, pillars, arithmetic, risk, scenario, signal and notes.
Research, not financial advice. Read the terms.
About Swarms
Analysis of 19 Apr 2026Swarms is an enterprise-grade, production-ready multi-agent orchestration framework built in Python that enables building, deploying, and scaling autonomous AI agent swarms. The project launched its SWARMS token on Solana via Pump.fun in December 2024, reaching a peak market cap of approximately $605 million before retracing 97% from its all-time high.
Full overviewShow less
Founded by Kye Gomez, the framework supports hierarchical, concurrent, sequential, and graph-based agent coordination patterns, with 6,250 GitHub stars and 808 forks. The v10 release in March 2026 introduced async sub-agents, SkillOrchestra routing, and an OpenAI-compatible API endpoint.
With nearly 100% of the 1 billion token supply already in circulation, the project positions itself at the intersection of AI agent infrastructure and crypto tokenization.