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llms.txt Content

# Stumpy > Conversational AI agent platform. Users create agents through a web UI and configure them entirely through conversation -- no workflow builders or visual programming. Agents gain capabilities through plugins that provide tools, and can operate across multiple channels (web chat, Telegram, voice calls, email). Stumpy agents are autonomous: they receive messages, decide what tools to use, and take actions. Configuration happens through natural conversation—tell an agent what you want it to do and it adapts. Each agent has persistent memory, file storage, and can connect to external services. The platform is hosted at stumpy.ai. There is no self-hosted option. ## Core Concepts Agents: Each agent is an independent AI assistant with its own identity, memory, enabled plugins, and file storage. Agents are single-threaded—they process one task at a time. Identity: A persistent system prompt that defines the agent's personality and purpose. Users edit this through conversation ("remember that you're a customer support agent") or directly in settings. Plugins: Modular capability packs. Each plugin provides tools (actions the agent can take), hooks (triggers like webhooks or cron), and configuration. Agents can enable/disable plugins and modify plugin config through conversation. App Connections: Pre-configured MCP server integrations from a curated catalog. Users connect external services (like Stripe, Monday.com, Attio, PayPal, Sentry, Todoist, Linear, Dropbox, Canva, Webflow, and 15+ more) with one click, without needing to know MCP details. App connections appear alongside plugins in the agent's connections list and provide tools with the same mcp__{name}__{tool} naming pattern as custom MCP servers. Context: Agents maintain conversation history with automatic compaction when approaching token limits. Important information persists through the identity system. ## Agent Capabilities All agents have these capabilities regardless of which plugins are