GPTSwarm
A scalable framework for building and optimizing AI agent swarms to tackle complex tasks.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for GPTSwarm, derived from its capabilities.
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology — every score is re-derived by the same automated method as an agent's public evidence changes.
Overview
GPTSwarm is an open-source project that combines swarm intelligence with advanced language models to create a powerful, adaptive, and scalable framework for AI agents. It allows users to build, integrate, and automatically improve diverse LLM-based agents by representing them as computational graphs. GPTSwarm leverages collective problem-solving and distributed decision-making to outperform single models in handling complex tasks across various domains.
Key features and capabilities
- Swarm intelligence integration, Automatic graph optimization, Scalable agent architecture, Shared vector-based memory, Adaptive intelligence without retraining
Use cases
- Market research automation, Software solution generation, Complex task solving, Multi-agent collaboration, Customized AI agent development