Search

Deterministic AI reliability analysis for RAG and agent traces

Native Windows AI agent workspace with observable runs, controlled tools, MCP, and provider debugging — built with C# and WinUI 3

Native macOS agent harness with permissioned tools, local LLM support, real document generation, and inspectable Markdown memory.

Bridge Feishu/Lark bots to Claude Code, Kiro CLI, Codex, Gemini, Copilot & any ACP agent — interactive cards, tool permissions, session resume

A highly configurable, self-evolving AI Agent operating system with plugin pipeline, multi-layer memory, hot‑reload, and MCP support. Built on FastAPI & React.高度可配置、自进化的智能体操作系统，支持插件化管道、多层记忆、热替换和 MCP 协议，基于 FastAPI 和 React 构建。

Small Python Agent runtime with planning, memory, tools, state machine, and multi-agent review.

A streaming chat client SDK for AI Agent conversations

Safety middleware for AI agent workflows — policy engine, RBAC + audit, connector SDK

Trace an OpenAI Agents SDK agent onto the Agenttic OTel-GenAI bus (public RunHooks only).

AIGNE AI Agent exec provider — wraps runAgent/runCodeAgent as AFS exec actions at /dev/ai/agent

Single-process SQL + SSH CLI for LLM agents. PostgreSQL/MySQL/SSH via SQLAlchemy + paramiko. Plaintext credentials in one TOML file. Helpers auto-injected into the heredoc namespace.

Extracts structured, token-efficient context bundles from Python codebases for AI coding agents.

The open, self-hostable reference mint (Python) for the VAID standard: mint a root VAID and mint attenuated child VAIDs (scope/capability-contained delegation).

Conductor Agent SDK — durable, scalable, observable AI agents

A unified Python framework for distributed systems and multi-agent applications over Eclipse Zenoh

AIGP governance adapter for Microsoft AutoGen multi-agent conversations

AIGP governance adapter for CrewAI multi-agent orchestration

PolyAgent — a model-agnostic multi-agent orchestration framework.

AI model: mradermacher/Huihui-gemma-4-12B-agentic-fable5-abliterated-i1-GGUF

AI model: mradermacher/Qwen35B-Agent-R2-Abliterated-GGUF