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Define Once. Deploy Anywhere. Govern Automatically. Open-source platform for building, deploying, and governing enterprise AI agents.

SwitchBot smart home CLI — control devices, run scenes, stream real-time events, and integrate AI agents via MCP. Full API v1.1 coverage.

Protocollo SDLC Documentation-First per Gemini CLI. Gestisce audit, analisi, sviluppo e chiusura feature con documentazione sincronizzata.

n8n community node for IMAP mailbox access with first-class AI Agent (usableAsTool) support. Read, search, move, flag and download emails from any IMAP server via imapflow + mailparser.

Production-grade Python library for building scalable agentic AI systems

Self-hostable notification + rendering surface for LLM agent outputs.

BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.

A MapReduce-inspired framework for parallel, isolated multi-agent reasoning.

n8n community nodes for the Arduino UNO Q — read sensors, drive GPIO, react to MCU events, and expose MCU methods as AI Agent tools.

AI-agent-native VCS MVP

MenteDB integration for CrewAI and AutoGen

Deterministic VM for LLM program execution

Expose tools as lightweight CLI commands for LLM agents

PULSE8.ai Cortex — agent-native knowledge OS built on Markdown files

AI Session Memory with Think-Execute-Reflect Quality Loops — give your agent a brain that survives every session. Built on the Intelligent Distance principle.

Open Agent Toolkit CLI

Sample LLM traces by risk, errors, latency, and deterministic ids. Python port of @mukundakatta/llm-trace-sampler.

Uniform multi-turn session abstraction over CLI coding agents (Claude Code, Codex).

Install Hologres Agent Skills to various AI coding tools (Claude Code, GitHub Copilot, Codex, Cursor, etc.)

An operating model for autonomous agent teams. Identity, task contracts, failure memory, trust scoring, and audit — for teams that want to operate agents as an accountable workforce.