6 open-source agents tracked · Ranked by trust score · Updated 2026-06-04 18:04 UTC
HVTracker independently evaluates 6 open-source multi-agent systems using daily signals from GitHub, package registries, and security databases. Each agent is scored on activity, adoption, transparency, safety, and identity. The top-ranked multi-agent systems is CAMEL with a trust score of 70.7/100 (Grade B). Other leading projects include ChatDev and Lumibot.
| # | Agent | Trust | Stars | Language |
|---|---|---|---|---|
| 1 | CAMEL B Listed 🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org | 70.7 | 17.1k | Python |
| 2 | ChatDev C Listed ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration | 58.5 | 33.3k | Python |
| 3 | Lumibot C Listed Backtestable AI trading agents and Python algorithmic trading strategies for stocks, options, crypto, futures, forex, SE | 56.9 | 1.6k | Python |
| 4 | Concordia C Listed A library for generative social simulation | 55.4 | 1.5k | Python |
| 5 | MetaGPT D Listed 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming | 45.9 | 68.5k | Python |
| 6 | Agency Agents D Listed A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to rea | 26.7 | 107.4k | Shell |