ai-agents

A complete set of LLM agents

Python SDK for the Prism LLM Gateway — OpenAI-compatible, type-safe, with guardrails and observability

The Ultimate Modular Autonomous Multi AI Agent Framework.

Python implementation of ToolTree (ICLR 2026): MCTS-based tool planning for LLM agents with dual-feedback evaluation and bidirectional pruning

Amazon Bedrock integration for Microsoft Agent Framework.

LangChain integration for PQS (Protocol Quality Standard) — Certificate Authority for AI agent economy

A general-purpose agent harness that gives LLM agents a CLI-based computer to complete tasks the way humans do

Give your CrewAI agents professional identities on the Kaairos network

LLM-as-Judge evaluation for AI agents. YAML test suites, Claude-powered judging, failure mining, and training data export.

Minimal self-organizing multi-agent framework

DDD-friendly Python agent template for LangGraph and LangChain applications.

Multi-agent session handoff framework for Claude Code and Codex CLI

Production-ready AI agent framework purpose built for Vertex AI

AgentFolio identity, trust & reputation tools for OpenAI Agents SDK

Shared versioned state for multi-agent AI workflows

Local-first AI project management agent — reads your repo, documents it, watches for changes, builds LLM prompts.

The GenAI Forecasting Agent · LLMs × Time Series Foundation Models

Anthropic integration for Microsoft Agent Framework.

Community Edition — AgentMesh Runtime: Execution supervisor for multi-agent sessions with privilege rings, saga orchestration, and audit trails

Universal LLM Native Harness — drives all models with discipline