Open-source projects
Section: Links
FreshScore 87
Entry
CAMEL
Appears in 7 awesome lists
CAMEL (Communicative Agents for Mind Exploration of Large Language Model Society) is an open-source library designed for studying autonomous and communicative agents, facilitating research in understanding their behaviors, capabilities, and potential risks through scalable techniques and…
Open github.comcamel-ai/camel
Found in these lists
Awesome Ai Agents 2026
Section: Multi-Agent Orchestration · Role-based simulation. Collaborative reasoning.
ActiveScore 74
Awesome LLM Resources
Section: 智能体 Agents · First LLM multi-agent framework and an open-source community dedicated to finding the scaling law of agents.
FreshScore 87
Awesome local LLM
Section: Agent Frameworks · the first and the best multi-agent framework
FreshScore 87
Awesome Open Source AI
Section: 4. Agentic AI & Multi-Agent Systems · First and best multi-agent framework for building scalable agent systems. Apache 2.0 licensed with extensive tooling for agent communication and task automation.
FreshScore 89
awesome-python
Section: Other · 🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
FreshScore 81
Awesome AI Agents: Tools, Resources, and Projects
Section: Repositories · CAMEL (Communicative Agents for Mind Exploration of Large Language Model Society) is an open-source library designed for studying autonomous and communicative agents, facilitating research in understanding their behaviors, capabilities, and potential risks through scalable techniques and…
SlowScore 68
Often listed next to it
AutoGen
Microsoft's multi-agent conversation framework with a complete AgentChat layer covering agent loop, tool integration, termination conditions, and human-in-the-loop. The most comprehensive open-source reference for large-scale multi-agent harness design.
In 14 listsDetails
PydanticAI
June 2026 harness-first redesign built around the Capability primitive: a single composable unit bundling instructions, tools, lifecycle hooks, and model settings. The split between a small stable core and a fast-moving pydantic-ai-harness lets capabilities graduate as they prove essential, while…
In 12 listsDetails
CrewAI
Dual-layer harness orchestration: Crew handles autonomous agent delegation, Flow provides event-driven deterministic control (branching + shared Pydantic state). The clearest open-source example of mixing autonomous and scripted execution in the same harness.
In 10 listsDetails
OpenAI Agents SDK
Lightweight multi-agent framework built around handoffs and guardrails; the production successor to Swarm. Complements LangGraph for harnesses where delegation patterns are simpler than full graph orchestration.
In 9 listsDetails
AutoGPT
AutoGPT provides accessible AI tools for building and using AI agents, offering a comprehensive framework including Forge for agent creation, agbenchmark for performance evaluation, a leaderboard for competition, a user-friendly UI, and CLI for seamless integration and management github | github…
In 10 listsDetails
PraisonAI
Praison AI is a low-code, centralized framework leveraging AutoGen and CrewAI to simplify creating and orchestrating multi-agent systems for LLM applications, emphasizing customization and ease of human-agent interaction github | demo | website
In 9 listsDetails
AgentGPT
AgentGPT allows users to configure and deploy autonomous AI agents, enabling them to name their own custom AI and guide it towards any desired goal through task execution and learning github | github profile
In 9 listsDetails
DeepAnalyze
first agentic LLM for autonomous data science, supporting specific data tasks (data preparation, analysis, modeling, visualization, and insight) and data-oriented deep research (produce analyst-grade research reports). github
In 8 listsDetails