Ross ROSS = Recommend OSS · open-source software intelligence for agents

thClaws/thClaws

Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams. observed · 2026-08-28

github.com/thClaws/thClaws · homepage · Rust · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 99
  • Release rhythm 87
  • Longevity 9

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 136
  • days_rel: 8
  • days_push: 8
  • n_releases_24m: 168

Full methodology

Adoption not part of the score

1208 stars · 171 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

thClaws is an open-source AI agent harness written in native Rust that ships as a single binary offering a desktop GUI, CLI, headless, and webapp interface. It supports multiple LLM providers (Anthropic, OpenAI, Gemini, Ollama, OpenRouter), MCP integration, skills, plugins, agent teams, and built-in media generation tools, all running locally on the user's machine.

Use cases

  • run an AI coding agent locally on my machine
  • open-source alternative to claude code
  • chat with multiple LLM providers from one app
  • use MCP tools with a desktop AI agent
  • generate images and video with AI from a desktop app
  • run AI agent teams that coordinate on tasks
  • headless AI agent automation from the terminal
  • self-hosted agent that keeps my data local

When to choose

  • you want a local-first, single-binary agent harness with GUI and CLI from one codebase
  • you need multi-provider LLM support without cloud lock-in
  • you want MCP, skills, plugins, and agent-team coordination built in
  • you prefer native Rust performance over Electron-based agent tools

When to avoid

  • you need a mature, battle-tested product with a large ecosystem
  • you only want a lightweight library to embed in your own app rather than a full application
  • you require cloud-managed agent orchestration at scale
  • you need official support or SLAs for enterprise use

Facets

application · maturity active

agent-framework llm-inference mcp chatbot cli gui prompt-engineering developer-tools image-processing video-processing large-language-models developer-tools self-hosted cross-platform windows cli cross-platform rust agent-harness multi-provider mcp-client tauri agent-teams local-first media-generation openrouter telegram-bot skills plugins ai-agents command-line automation macos linux desktop

2 sources

Member repositories

RepositoryRoleHealth v2
thClaws/thClawsmain77

For agents

markdown · JSON · MCP: product_card(name="thClaws/thClaws")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem