AI Resources

Agents

106 AI agents, frameworks, and multi-agent systems — from awesome-opensource-ai and community sources

Langflow

Visual low-code platform for agentic workflows

Domain-Specific Agents

Langroid

Harness LLMs with multi-agent programming. Mature tool calling system based on Pydantic, supports hundreds of LLM providers including OpenAI and local servers. Built for robust agent behavior in real-world use cases. MIT licensed

Single-Agent Frameworks

Letta (ex-MemGPT)

Platform for building stateful agents with advanced memory that learn and self-improve over time

Agent Memory & State

Letta Code

Memory-first coding harness designed for long-lived agents that learn from experience. Persistent agents with portable memory across models (Claude, GPT, Gemini, GLM, Kimi). CLI and desktop app for macOS, Windows, and Linux. Apache 2.0 licensed

Autonomous Coding Agents

Marvin

Python framework for structured outputs and agentic AI workflows. Simplifies LLM interactions with type-safe interfaces, automatic schema generation, and built-in observability. From the creators of Prefect. Apache 2.0 licensed

Single-Agent Frameworks

Mastra

TypeScript-first agent framework with built-in RAG, workflows, tool integrations, observability and observational memory

Multi-Agent Orchestration

Mem0

Universal memory layer for AI agents. Persistent, multi-session memory across models and environments

Agent Memory & State

MetaGPT

The Multi-Agent Framework: First AI Software Company. Assigns different roles to GPTs to form a collaborative software entity. Takes one-line requirements and outputs comprehensive software development artifacts including user stories, competitive analysis, requirements, data structures, APIs, and documents. ICLR 2024 oral presentation (top 1.2%). MIT licensed

Multi-Agent Orchestration

Microsoft Agent Framework

Microsoft's official framework combining AutoGen's agent abstractions with Semantic Kernel's enterprise features. Supports Python and .NET with graph-based workflows

Multi-Agent Orchestration

Mistral-Vibe (Mistral)

Minimal CLI coding agent by Mistral. Lightweight, fast, and designed for local development workflows

Autonomous Coding Agents

MobileAgent (Alibaba/X-PLUG)

Powerful GUI agent family for autonomous mobile device control. Multimodal agent framework designed to operate smartphone apps through visual UI perception and reasoning. MIT licensed

Domain-Specific Agents

Nanocoder (Nano-Collective)

Beautiful local-first coding agent running in your terminal. Built for privacy and control with support for multiple AI providers via OpenRouter

Autonomous Coding Agents

Neuron AI

PHP Agentic Framework for building production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. MIT licensed

Single-Agent Frameworks

OWL (camel-ai/owl)

Advanced multi-agent collaboration system

Domain-Specific Agents

Open Multi-Agent

TypeScript-native multi-agent orchestration with multi-model teams and parallel execution. Automatically converts goals to task DAGs. MIT licensed

Multi-Agent Orchestration

Open SWE

Asynchronous coding agent from the LangChain ecosystem for background software engineering tasks

Autonomous Coding Agents

OpenAI Agents SDK

Production-ready lightweight framework for multi-agent workflows. The evolution of Swarm with enhanced orchestration capabilities and enterprise-grade features

Multi-Agent Orchestration

OpenAgents

AI Agent Networks for Open Collaboration. Platform for building collaborative multi-agent systems with shared knowledge and distributed task execution. Apache 2.0 licensed

Multi-Agent Orchestration

OpenCode

Terminal-native autonomous coding agent

Autonomous Coding Agents

OpenHands (ex-OpenDevin)

Full-featured open-source AI software engineer

Autonomous Coding Agents

OpenManus

Open-source framework for building general AI agents. Modular agent architecture with planning, tool use, and autonomous task execution. 56k+ stars. MIT licensed

Multi-Agent Orchestration

Outlines

Structured outputs for LLMs. Guarantees valid JSON, regex-compliant text, and Pydantic model outputs during generation. Trusted by NVIDIA, Cohere, Hugging Face, and vLLM. Apache 2.0 licensed

Prompt Engineering & Structured Outputs

Paperclip

AI agent company and orchestration framework with 55K+ stars. MIT licensed

Multi-Agent Orchestration

Parlant

Conversational control layer for customer-facing AI agents. Enterprise-grade context engineering framework optimized for consistent, compliant, and on-brand B2C and sensitive B2B interactions. Apache 2.0 licensed

Domain-Specific Agents

Pi (badlogic)

Terminal coding agent with hash-anchored edits, LSP integration, subagents, MCP support, and package ecosystem

Autonomous Coding Agents

PocketFlow

100-line minimalist LLM framework for building agent workflows. Lightweight, extensible architecture for tool use and autonomous task execution

Single-Agent Frameworks

PraisonAI

24/7 AI employee team for automating complex challenges. Low-code multi-agent framework with handoffs, guardrails, memory, RAG, and 100+ LLM providers

Domain-Specific Agents

Prompt Optimizer

AI prompt optimization tool with multi-round iterative improvements, dual-mode optimization for system and user prompts, and multi-model support. Available as web app, desktop app, Chrome extension, and Docker deployment. AGPL-3.0 licensed

Prompt Engineering & Structured Outputs

PromptTools

Open-source tools for prompt testing and experimentation with support for LLMs and vector databases. Test prompt variants across multiple providers (OpenAI, LLaMA) and vector stores (Chroma, Weaviate, LanceDB). Apache 2.0 licensed

Prompt Engineering & Structured Outputs

Promptify

Task-based NLP engine with Pydantic structured outputs, built-in evaluation, and LiteLLM as the universal LLM backend. Think "scikit-learn for LLM-powered NLP". Apache 2.0 licensed

Prompt Engineering & Structured Outputs

PydanticAI

Type-safe AI agent framework from the creators of Pydantic. Model-agnostic with 20+ providers, built-in observability via Logfire, MCP/A2A protocol support, and YAML/JSON agent definitions. MIT licensed

Single-Agent Frameworks

Qwen-Agent

Agent framework built on Qwen models featuring function calling, MCP support, code interpreter, RAG, and Chrome extension. Powers Qwen Chat with advanced tool use and planning capabilities. Apache 2.0 licensed

Single-Agent Frameworks

Semantic Kernel

SDK for building and orchestrating AI agents and workflows across multiple programming languages

Single-Agent Frameworks

Sim Studio

Open-source AI workspace for building, deploying, and orchestrating AI agents. Visual canvas with 1000+ integrations, multi-framework support (Agno, OpenAI, LangChain, Google ADK), and self-hosted or cloud deployment. Apache 2.0 licensed

Multi-Agent Orchestration

Steel Browser

Open-source browser API for AI agents and apps. Batteries-included browser sandbox for web automation without infrastructure worries. Apache 2.0 licensed

Domain-Specific Agents

Strands Agents

Model-driven approach to building AI agents in just a few lines of code. Multi-agent systems, autonomous agents, and streaming support with built-in MCP. Apache 2.0 licensed

Single-Agent Frameworks

Swarms

Bleeding-edge enterprise multi-agent orchestration

Multi-Agent Orchestration

Symphony

Turns project work into isolated, autonomous implementation runs. Monitors work boards, spawns agents to handle tasks, and provides proof of work including CI status, PR reviews, and walkthrough videos. Engineering preview for managing work instead of supervising coding agents. Apache 2.0 licensed

Multi-Agent Orchestration

ToolJet

Self-hostable internal app builder with AI app and agent workflows for operations teams

Domain-Specific Agents

Tracecat

Self-hostable security automation platform for building agentic workflows across alerts, cases, and operations

Domain-Specific Agents

TradingAgents

Multi-agent framework for financial trading. Simulates professional trading firm operations with 6+ specialized agent roles, backtesting, risk management, and portfolio optimization. Built with LangGraph, supports multiple LLM providers

Domain-Specific Agents

Trae Agent

Software-engineering agent from ByteDance for autonomous coding tasks and repository-level development workflows

Autonomous Coding Agents

UI-TARS Desktop (ByteDance)

Open-source multimodal AI agent stack with native GUI agent capabilities. Desktop application bringing GUI agent and vision power to your computer, browser, and terminal. Apache 2.0 licensed

Domain-Specific Agents

Upsonic

Agent framework for fintech and banking with built-in MCP support, guardrails, and tool server architecture

Single-Agent Frameworks

VoltAgent

TypeScript-first AI agent engineering platform with memory, RAG, workflows, MCP integration, and voice support

Single-Agent Frameworks

XGrammar

Fast, flexible and portable structured generation engine. Default backend for vLLM, SGLang, TensorRT-LLM, and MLC-LLM with flexible grammar support and zero-overhead mask generation. Apache 2.0 licensed

Prompt Engineering & Structured Outputs

elizaOS

Autonomous multi-agent framework for building and deploying AI-powered applications. Features Discord/Telegram/Farcaster connectors, RAG support, and a modern web dashboard

Multi-Agent Orchestration

gpt-researcher

Autonomous agent that conducts deep online research on any topic. Generates comprehensive reports with citations by orchestrating web searches, content scraping, and synthesis. Apache 2.0 licensed

Domain-Specific Agents