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DeFi toolkit for AI agents and coding assistants — deposit funds, execute trades, and manage crypto wallets. Works with Claude Code, Cursor, Windsurf, OpenClaw, CrewAI, AutoGPT, and other AI agent f

SWARM: System-Wide Assessment of Risk in Multi-agent systems

An enterprise-grade implementation of multi-agent systems using OllamaJS, featuring advanced orchestration, dynamic agent allocation, and seamless integration capabilities.

Autonomous multi-agent content orchestration system for high-performance blog drafting and research. Powered by OpenAI Swarm architecture.

Spring AI framework for Java that plans, executes, and improves itself — agents detect capability gaps at runtime and generate validated skills on the fly.

Swarm for Ollama. OpenAI Framework to build/orchestrate/deploy multi-agent systems. Working offline with Ollama

SwarmShield is an enterprise-grade security system for swarm-based multi-agent communications, providing military-grade encryption, secure conversation management, and comprehensive audit capabilities

Swarm Squad | A simulation framework for multi-agent systems.

🐝 Boost productivity by coordinating AI agents that learn and adapt, breaking down tasks for efficient, parallel execution.

Multi-agent AI trading system using LLM-powered analyst agents (Buffett, Munger, Burry, etc.) with free data sources (SEC EDGAR + yfinance) and Alpaca integration.

SwarmAI - Your Agentic OS - Remembers everything. Learns every session. Gets better every time.

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Self-hosted multi-agent AI runtime with MCP server support. Build, orchestrate, and run autonomous agents with memory, skills, schedules, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama

A production-grade message queue system for agent communication and LLM backend load balancing in large-scale multi-agent systems. This system provides a scalable solution using Apache Kafka for relia

SwarmGo (agents-sdk-go) is a Go package that allows you to create AI agents capable of interacting, coordinating, and executing tasks. Inspired by OpenAI's Swarm framework, SwarmGo focuses on making a

Traditional operating systems are reactive - they wait for user input or system events before taking action. SwarmOS breaks this paradigm by implementing distributed artificial intelligence that const

SwarmPentest: World's first open-source multi-agent automated penetration testing framework featuring a blackboard system and plug-in architecture for third-party agent integration, designed for LLM-s

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

Swarms-Example-1-Click-Template by swarms.ai

A vast array of examples for the enterprise-grade and production-ready swarms framework.

Swarms for Javascript, the future of AI, where we leverage the power of autonomous agents to create 'swarms' of Language Models (LLM) that work together, creating a dynamic and interactive AI system.

A collection of pre-build wrappers over common RAG systems like ChromaDB, Weaviate, Pinecone, and othersz!

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework in Rust

Swarms Tools provides a vast array of pre-built tools for your agents, MCP servers, and multi-agent systems.

Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with MCP server (Claude Code, Codex, OpenCode, OpenClaw). Turn raw research into a persistent markdown wiki, knowledge graph, a

SwarmZero's SDK for building AI agents, swarms of agents and much more.

Autonomous software engineering fleet of AI agents for production-grade PRs on AgentField: plan, code, test, and ship.

🤖 AI-powered software engineering multi-agent system with researcher and developer agents that automate code implementation through intelligent planning and execution. Built with LangGraph multi-agen

Compare agents pairwise via multi‑round evaluations for SE tasks.

Container-free RL framework for training software engineering agents

Compare tool-calling models pairwise via multi‑round evaluations for SE tasks.

Autonomous Software Engineering Agents — self-healing, self-diagnosing development team powered by Claude Code and A2A protocol

🤖 A self-hosted Discord bot powered by an LLM with tool calling & per-channel context

A Swift reimplementation of a Claude Code-style coding agent, built stage by stage to explore what makes coding agents work

A collection of Agent Skills for building iOS/macOS applications with Apple's Foundation Models framework (Apple Intelligence). These skills are designed for zero-friction AI-assisted development with

MCP server that can execute commands such as keyboard input and mouse movement on macOS

A type-safe, declarative AI agent framework for Swift. Build composable AI pipelines with Steps, Agents, structured outputs, and tool integration. Features FIFO session management, MCP suppo

An AI Agent framework in Swift

SwiftLangChain is a composable framework for building AI agents, tools, and prompt chains on Apple platforms using LLMs like OpenAI, Claude, and local models.

Open-source Claude Code skills — 6 cognitive firewalls block AI hallucination, bias & sloppy reasoning. npx skills add

Multi-agent swing trading system — automated screening, research, and execution with backtesting and live trading

SWIRL, a staged workflow for interleaved reinforcement learning designed for multi-agent systems.

MCP server for Swiss grocery stores: Migros, Coop, Aldi, Denner, Lidl

Purpose

Ultrarunning training companion agent powered by Intervals.icu.

One CLI to search, provision, and manage cloud GPUs across 10 providers

syftr is an agent optimizer that helps you find the best agentic workflows for your budget.

🔐 The password manager for terminal users and AI agents. Age-encrypted, keyring-cached, MCP-ready. Zero telemetry.

Rust-native runtime for executing AI agents and tools under explicit policy, identity, and audit controls.

A Symfony package designed for building secure servers based on the Model Context Protocol, utilizing Server-Sent Events (SSE) and/or StreamableHTTP for real-time communication. It offers a scalable t

Semantic code intelligence MCP server - build knowledge graphs of codebases to enhance AI-assisted code exploration.

Symphony — A decentralized multi-agent framework that enables intelligent agents to collaborate seamlessly across heterogeneous edge devices through beacon-guided task routing and Chain-of-Thought vot

Intelligent Operations Integration with Symphony

Run a fleet of AI agents on Kubernetes. Administer your cluster agentically

A MCP server for symbolic manipulation of mathematical expressions

Real, framework-free AI support agent where SynapCores is the brain — memory, RAG, tool routing, generation in one database. Browser chat widget + live Brain debug sidebar. Fork and run in 30s.

A terminal-native AI agent runtime built in Rust. Interactive chat, parallel agent orchestration, and autonomous supervision — one binary, 70K lines, 1,074 tests.

Multi-agent MCP orchestrator for Solana DeFi - routes tasks to specialized Claude agents, synthesizes results, acts autonomously.

Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.

Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.