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Agent Kernel is a Python microkernel framework for developing large-scale multi-agent systems and adaptive social simulations powered by large language models.
Guide: Install Agent Kernel’s documented prerequisites and choose an installation pathAgent Landing Zone Orchestrator is an open-source Python orchestration service that coordinates specialized conversational agents using grounded knowledge retrieval, natural-language-to-SQL strategies, and MCP tools.
Guide: Configure the MCP strategyAgent Layer is a CLI-installed crypto wallet for AI agents, connecting supported host applications to a local wallet runtime with tools for balances, transfers, swaps, DeFi and x402 payments.
Guide: Install Agent Layer in a supported agent hostAgent Lightning is an open-source Python framework for training AI agents with reinforcement learning through real agent harnesses.
Agent Manager is an open-source Go terminal interface that manages installed AI coding-agent CLIs in persistent tmux sessions, with live status, prompts, worktrees and diff review.
Guide: Install agent-manager with HomebrewAgent Me is an open-source, self-hostable personal AI system that uses reviewable knowledge, retrieval and sequential agent roles to answer questions with supporting evidence.
Guide: Start Agent Me with Docker ComposeAgent Memory is a Python-based local memory runtime for AI agents.
Guide: Set up Agent Memory for an agent hostAgent Memory Techniques is a public collection of 30 Jupyter notebooks that demonstrate memory techniques for LLM agents, including conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, working memory, and production patterns.
Guide: Set up and open the first memory notebookAgent Message Queue is a Go-based CLI and self-hosted developer tool that provides a Maildir-style file queue for communication between coding agents through a shared directory.
Guide: Set up an AMQ coding-agent sessionAgent of Empires is a Rust session manager for AI coding-agent command-line tools, with terminal, browser, CLI, and HTTP API interfaces.
Guide: Create a Claude Code session and open the dashboardAgent Opfor is an open-source developer tool that emulates adversarial attacks against AI agents, LLM applications and MCP servers, then uses an LLM to judge target responses.
Guide: Install and configure the CLI for a reusable scanAgent Orchestration & Security Template is a public Rust reference architecture for coordinating multiple AI coding agents across a shared codebase through GitHub Projects task delegation, pull-request review, trust controls, MCP tools and Docker-based CI/CD.
Guide: Set up the reference architectureAgent Package Manager (APM) is an open-source Python command-line dependency manager for AI agent configuration.
Guide: Install agent dependencies from an APM manifestAgent Plugins is a versioned, vendor-neutral specification for packaging reusable AI-agent extensions as distributable plugins.
Guide: Set up a minimal skill pluginAgent Qa is an open-source TypeScript QA harness that runs natural-language tests against web and mobile interfaces, observes UI state, and records execution context for later runs.
Guide: Create and run a first web testAgent R1 is a modular Python framework for training multi-step LLM agents with reinforcement learning.
Guide: Check the GSM8K training setupAn open-source Python command-line tool that adds internet search and content-reading capabilities to AI agents.
Agent Room is a TypeScript, MIT-licensed framework that connects multiple coding agents in a shared, observable room through MCP or REST.
Guide: Set up a shared coding-agent room