RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Multi-Agent Harness for Production AI

The best agent harness.

结合知识库管理的 多租户 Agent Harness 平台。 An agent harness that integrates a LightRAG knowledge base and knowledge graphs. Build with LangChain v1 + Vue + FastAPI, support DeepAgents、MinerU PDF、Neo4j 、MCP.

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.

A Markdown-first memory system, a standalone library for any AI agent. Inspired by OpenClaw.

KWeaver Core is a harness-first foundation for enterprise decision agents. It turns fragmented data, knowledge, tools, and policies into governed context, safe execution, and verifiable feedback loops. With semantic modeling, real-time access, runtime control, and TraceAI, it helps AI systems reason, adapt, and act reliable in complex enterprises.

Evolvable, distributed agent framework & harness for data science.

The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Development Lifecycle)

Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.

OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.

The production-ready agent harness framework for Python

autonomous systems engineering cli agent for any cloud environment: AWS, GCP, Cloudflare, etc

The Runtime Security Layer for OpenClaw, the essential safety harness for PII & sensitive credentials protection.

A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework.

A lightweight harness designed to be simple to use, efficient, universially compatible with any coding agent to evaluate them over a broad set of coding tasks and languages.

PhyAgentOS is a self-evolving embodied AI operating system built on agentic workflows.

A harness for the Diagnostic Rev. 586220 Test for the Commodore C64