UntoldAi
UntoldAi

The most welcoming AI product community. Discover, launch, and vote for the best AI tools and LLM wrappers globally.

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Made with by makers for makers.

Agent Integration

Built for AI Agents

Give your AI agent access to the world's most comprehensive, structured AI tool catalog. Clean JSON, fast API, human-curated quality.

View API Reference MCP Server (Soon)

Why Agents Love UntoldAi

LLM-Ready

Structured Product Data

Every tool has: name, description, category, pricing, platform, rating, votes. Perfect for LLM context windows.

No Auth

REST API Access

Query tools, categories, trending lists, and search — all via clean JSON REST endpoints. No auth needed for public reads.

Token-Efficient

AI-Optimized Responses

Responses are structured for minimal token overhead. Get exactly the fields your agent needs, nothing else.

Response Format

Clean, predictable JSON your agent can parse reliably every time.

GET /api/v1/listings?category=image-generation&limit=5
{
  "tools": [
    {
      "name": "Midjourney",
      "slug": "midjourney",
      "tagline": "AI image generation from text prompts",
      "category": "image-generation",
      "pricing_type": "freemium",
      "votes_count": 1247,
      "rating": 4.8
    }
  ]
}

Available Endpoints

EndpointDescription
GET /api/v1/listings
Browse all AI tools with pagination, filtering, and sorting
GET /api/v1/listings/search
Full-text search across tool names, descriptions, and tags
GET /api/v1/listings/trending
Trending tools ranked by velocity and engagement signals
GET /api/v1/categories
All tool categories with metadata and tool counts
GET /api/v1/listings/{id}
Full detail for a single tool including ratings and links

Use Cases

AI Chatbot Recommendations

Power chatbots that recommend the right AI tools based on user needs. Pull structured data and surface curated suggestions in real time.

"What's the best free AI writing tool?" → query UntoldAi → return top-rated options

Agent Tool Discovery

Let autonomous agents browse, compare, and select tools for subtasks. Rich metadata means agents can reason about pricing, category, and quality.

Agent needs image generation → fetch trending → pick highest-rated freemium option

LLM Fine-Tuning Datasets

Use the catalog as a high-quality, human-curated dataset for fine-tuning models on AI tool knowledge and recommendation tasks.

Export listings data → structure as Q&A pairs → fine-tune domain-specific model

🚧 Coming Q4 2026

MCP Server — Native AI Integration

Beyond REST: an MCP server that lets Claude, Cursor, and VS Code query UntoldAi natively from within AI workflows — no HTTP client needed.

Learn More

Start Building Your Agent

The REST API is live, public, and free to read. No API key required for catalog queries. Plug in and start shipping.

View API Reference Browse AI Tools