Data / Repositories / Harness
Harness repositories on GitHub: 18 ranked by stars
18 public repositories tagged Harness are on GitHub, with 174,476 stars between them; 16 had a push in the last 30 days. Most are written in Python (6), TypeScript (5), Rust (4). The most starred: ruvnet/ruflo (74,645), zhayujie/CowAgent (47,401), rohitg00/agentmemory (29,412).
SpecStream is the live web data engine for teams and agents. It reads open-source repositories on GitHub and keeps what it reads, and this page groups that reading by topic. Ask for the repositories you track by topic, language, license or activity, and new ones and changes arrive in your sheet, CRM, Slack or agent.
Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| ruvnet/ruflo | The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning… | TypeScript | 74,645 | 8,877 | MIT | Oct 14 | Oct 14 |
| zhayujie/CowAgent | Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel.… | Python | 47,401 | 10,393 | MIT | Oct 14 | Oct 14 |
| rohitg00/agentmemory | #1 Persistent memory for AI coding agents based on real-world benchmarks | TypeScript | 29,412 | 2,596 | Apache-2.0 | Oct 14 | Oct 14 |
| strands-agents/harness-sdk | Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud. | TypeScript | 8,810 | 1,367 | Apache-2.0 | Oct 14 | Oct 14 |
| truefoundry/trueforge | The open-source agent harness - the runtime layer that turns an LLM into a working agent. | TypeScript | 6,232 | 515 | MIT | Oct 14 | Oct 14 |
| shiwenwen/hope-agent | A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment | 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | Rust | 1,801 | 166 | MIT | Oct 10 | Oct 11 |
| exoharness/exo | Exo is an agent + harness architecture that is fully recursive, able to safely edit all aspects of itself at runtime to get better at your tasks. | Rust | 1,496 | 112 | MIT | Oct 11 | Oct 11 |
| 0xsline/awesome-deepseek-harness | DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic. | Python | 1,160 | 416 | CC0-1.0 | Oct 10 | Oct 11 |
| RyanAlberts/best-of-Agent-Harnesses | Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly. | Python | 1,131 | 66 | CC-BY-SA-4.0 | Oct 9 | Oct 11 |
| jonigl/mcp-client-for-ollama | Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching… | Python | 830 | 126 | MIT | Oct 13 | Oct 14 |
| strands-agents/box | Run AI agents in a sandbox that restricts what they can execute, read, write, and reach on the network. Box combines OS isolation with default-deny Dogwood policies and credential… | Rust | 450 | 29 | Apache-2.0 | Oct 21 | Oct 21 |
| Gloriaameng/Awesome-Agent-Harness | Official repository for Agent Harness for Large Language Model Agents: A Survey — 168 references, 34 evidence-coded systems, and 30 harness benchmarks. | 372 | 29 | CC-BY-4.0 | Oct 14 | Oct 14 | |
| nomifun/nomifun-desktop | nomifun ai workstation. desc:A no-holds-barred, fully open-source, local-first super AI workstation. | Rust | 297 | 59 | Apache-2.0 | Oct 14 | Oct 14 |
| HarnessRouter/SystemOneHarness | The System One harness for System One models. Run Jev and other System One models locally or directly on HarnessRouter.ai. | Python | 193 | 21 | Apache-2.0 | Sep 21 | Oct 15 |
| harness/mcp-server | Harness’ official MCP Server | TypeScript | 105 | 89 | MIT | Oct 14 | Oct 14 |
| holny/Agent-Harness-Develop-Book | Agent Harness (Loop Engineering) dev guide — complete architecture & core modules, based on production-grade agent source: Claude Code, DeepSeek Harness, OpenCode, Pi, Codex… | HTML | 91 | 25 | Sep 24 | Oct 14 | |
| Mikedev115/Aetox-Harness | Give any AI model a real working environment on your Windows desktop. Aetox is a local-first agent harness that lets AI work across your files, shell, browser, documents, and… | Go | 50 | 15 | Oct 13 | Oct 14 | |
| Jethva-Parthiv/my-github-mcp-server | A production-ready Model Context Protocol (MCP) server built in Python using FastMCP, exposing granular GitHub Pull Request and repository operations as AI-executable tools. | Python | 0 | 0 | Sep 7 | Oct 14 |
By language
- Python 6
- TypeScript 5
- Rust 4
Related topics
- Agents 13
- MCP 10
- Agentic AI 8
- AI 8
- LLM 8
- AI agents 7
- Codex 5
- Harness engineering 5
- Claude 4
- MCP server 4
- OpenAI 4
- Openclaw 4
Read from GitHub by SpecStream between October 11, 2026 and October 21, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.