turnstile

PaperArmada/turnstile

★ 0 stars Python AI/LLM Updated today

Process engine for AI agents: YAML process definitions, validation gates, multi-actor coordination, exposed as an MCP server

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "turnstile": {
      "command": "uvx",
      "args": [
        "turnstile"
      ]
    }
  }
}

Or install with pip: pip install turnstile

README Excerpt

AI agents skip steps. They declare work done before tests pass. They handle the same task differently in every session, because nothing carries forward the structural memory of "what state is this work in." When work spans multiple agents, multiple sessions, or compactions that erase the agent's context, the failure modes compound.

turnstile

Quick Install

README Excerpt

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