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Agentic Readiness Score
+25 llms.txt +15 structured API missing +20 ai-plugin
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Agentic Signals

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ai-plugin.json
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OpenAPI Spec
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Structured API
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Schema.org Markup
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llms.txt Content

# SwarmClaw > SwarmClaw is a self-hosted AI agent runtime and control plane: run agents across 25+ model providers and CLI backends, delegate work between agents, automate recurring tasks, manage long-term memory, and bridge agents into chat platforms. SwarmClaw installs from npm (`@swarmclawai/swarmclaw`), runs a local server with a web UI, and keeps state on your own machine or VPS. ## Start Here - [Home](https://www.swarmclaw.ai): Product overview, features, and install options - [Downloads](https://www.swarmclaw.ai/downloads): Desktop app and install downloads - [Documentation](https://www.swarmclaw.ai/docs): Full product documentation index - [Getting Started](https://www.swarmclaw.ai/docs/getting-started): Install and run SwarmClaw with npm, pnpm, yarn, bun, or the install script - [Release Notes](https://www.swarmclaw.ai/docs/release-notes): What changed in recent versions ## Agents & Orchestration - [Agents](https://www.swarmclaw.ai/docs/agents): Build agents with personalities, system prompts, tools, and MCP integrations - [Providers](https://www.swarmclaw.ai/docs/providers): 25+ built-in providers — Anthropic, OpenAI, Gemini, OpenRouter, Ollama, CLI backends, and custom endpoints - [Delegation](https://www.swarmclaw.ai/docs/delegation): Agent-to-agent handoffs and delegation to Claude Code, Codex, Gemini CLI, and other CLI backends - [Chatrooms](https://www.swarmclaw.ai/docs/chatrooms): Persistent multi-agent collaboration in a shared room thread - [Structured Sessions](https://www.swarmclaw.ai/docs/structured-sessions): Bounded multi-agent runs with templates, artifacts, and operator controls - [Tasks](https://www.swarmclaw.ai/docs/tasks): Kanban-style task board with dependencies, retries, and run history - [Projects](https://www.swarmclaw.ai/docs/projects): Durable scope grouping agents, tasks, schedules, and goals - [Scheduling](https://www.swarmclaw.ai/docs/scheduling): Cron-based schedules for agents, chats, and sessions - [Tools](https://www