TutuoAI – Agent-native infrastructure for autonomous AI tool discovery

Summary: TutuoAI provides a centralized, machine-readable marketplace of over 117 pre-verified skills, playbooks, and integrations that AI agents can autonomously discover and install. It supports any LLM, including Claude, Gemini, and GPT, enabling agents to equip themselves with tools via standardized protocols without human intervention.

What it does

TutuoAI offers agent-native infrastructure with MCP connectors, skills, and workflows accessible through llms.txt and JSON-LD for programmatic discovery. Agents browse the catalog and install tools in under 30 seconds using a single command.

Who it's for

It targets developers building AI agents or tools that require seamless, autonomous access to a diverse set of verified skills and integrations.

Why it matters

It solves the lack of a central, machine-readable platform for AI agents to find and deploy tools independently, enhancing their operational capabilities.