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Python SDK for building servers implementing the Azure AI Responses protocol

Memory Operating System for LLM Agents — persistent, smart, local-first memory

Open Agent Framework — Build, test, and run AI Agents for business workstations

WOTANN — The All-Father of AI agent harnesses. One install. Every model. Every channel. Full autonomy.

A robust example demonstrating the power of MS Agent Framework using features like RAG injection, history injection, SQL chat history persistence and group orchestration

The open-source firewall for AI agents. Control what your agents do — policy enforcement, MCP security scanning, zero-trust identity, sandboxing, and reliability. 10/10 OWASP. One pip install.

Subagent manager and LLM-facing spawn tool for exoclaw

Turn your Android device into a low-latency Bluetooth HID gamepad recognized as a native controller by Windows and other systems without extra software.

Lightweight CLI tool for persistent, sharded context logging across AI agent sessions. Per-shard JSONL files with BSD flock for safe concurrent access. Zero external dependencies - only Go standard library.

Kubernetes pod code executor (Robin): Python/shell execution and remote workspace upload for AutoGen-style agents.

AI agent swarm simulation engine with emergent crises, runtime tool forging, HEXACO personality drift, and deterministic kernels. Built on AgentOS.

HELM governance adapter for autogen — fail-closed tool calling for AI agents

HELM governance adapter for anthropic — fail-closed tool calling for AI agents

HELM governance adapter for openai agents — fail-closed tool calling for AI agents

HELM governance adapter for crewai — fail-closed tool calling for AI agents

HELM governance adapter for langchain — fail-closed tool calling for AI agents

LLM observability, quality scoring, hallucination detection, cost tracking, and agent run debugging — in 2 lines of code.

XTO 前端应用框架

Local tunnel agent for DBPilot — forwards queries from the DBPilot server to your localhost database

An AI agent that fixes your broken CLI commands automatically using a local LLM