metauto-ai/GPTSwarm
🐝 The First Self-Improving Agentic Solution
Builds LLM agents as directed graphs with customizable nodes and edges, enabling automatic optimization of inter-agent connections through reinforcement learning to improve task performance. Provides modular components for environment setup, memory indexing, cost tracking across LLM backends, and swarm-level optimization algorithms that dynamically prune or create agent connections. Integrates with OpenAI, local LM Studio models, and multiple web search APIs (Bing, Google, SearchAPI) for grounded reasoning tasks.
1,005 stars.
Stars
1,005
Forks
93
Language
Python
License
MIT
Category
Last pushed
Feb 05, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/agents/metauto-ai/GPTSwarm"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related agents
The-Swarm-Corporation/swarms-tools
Swarms Tools provides a vast array of pre-built tools for your agents, MCP servers, and...
swarmzero/swarmzero
SwarmZero's SDK for building AI agents, swarms of agents and much more.
The-Swarm-Corporation/AI-CoScientist
An simple, reliable, and minimal implementation of the AI CoScientist Paper from Google "Towards...
Mintplex-Labs/openai-assistant-swarm
Introducing the Assistant Swarm. An extension to the OpenAI Node SDK to automatically delegate...
desplega-ai/agent-swarm
Agent Swarm framework for AI coding agents and more!