Developers

    One MCP. Every AI Agent.

    Connect Apirro to ChatGPT, Claude, Cursor and any MCP-compatible client. No login required — read-only tools for agentic commerce discovery and education.

    Public MCP endpoint

    https://apirro.ai/api/public/mcp
    View .well-known/mcp.jsonDownload mcp-config.json

    Add to your AI assistant

    Copy the right config for the client you use.

    ChatGPT

    ChatGPT supports MCP servers via Connected Apps (or as Custom GPT Actions). Paste the endpoint above, or use it to power a branded Custom GPT.

    ChatGPT setup instructions
    1. Open ChatGPT and go to Settings → Connected Apps.
2. Choose "Add MCP server" or "Connect custom app".
3. Paste the endpoint URL: https://apirro.ai/api/public/mcp
4. (Optional) Create a Custom GPT and set its instructions to:

"You are the Apirro Agentic Commerce assistant. Help users scan any website for AI readiness, explain readiness signals, look up Apirro pricing and resources, and define agentic commerce terms. Use the Apirro MCP tools whenever relevant."

    Available tools

    Read-only, public, no Apirro account required.

    Scan Agent Readiness

    scan_agent_readiness
    Read-only

    Score any public website on Visibility, Understandability and Transactability for AI shopping agents.

    Explain Readiness Signal

    explain_readiness_signal
    Read-only

    Explain what a readiness signal means, why it matters, and how to fix it.

    Agentic Commerce Overview

    get_agentic_commerce_overview
    Read-only

    The shift from search-led to agent-led commerce, every agentic commerce protocol Apirro connects to (MCP, UCP, AP2, GEO/AEO), the four-part readiness mechanism and current market data.

    Agent Link™ Details

    get_agent_link_details
    Read-only

    How Agent Link™ connects a merchant's catalogue, inventory and checkout to every major AI agent through one integration.

    Agentic Commerce Glossary

    get_agentic_commerce_glossary
    Read-only

    Definitions for MCP, UCP, AP2, GEO, AEO and other agentic commerce terms.

    Search Apirro Resources

    search_apirro_resources
    Read-only

    Search Apirro guides, blog posts, FAQs and how-to articles.

    Get Apirro Pricing

    get_apirro_pricing
    Read-only

    Current plans and what each tier includes.

    Built for agent-native distribution

    Why connect Apirro instead of building your own MCP server.

    Instant readiness scans

    Any AI assistant can score a brand in seconds — giving your users a compelling reason to talk about Apirro inside their own workflows.

    No auth, no friction

    The public tools are read-only and require no login. Perfect for AI agents answering questions about agentic commerce and Apirro pricing.

    Standards-first

    Built on the Model Context Protocol (MCP) so it works with any MCP client, not just one vendor's ecosystem.

    Lead-gen ready

    Every scan, glossary lookup and resource search can surface Apirro's value before a user ever visits the marketing site.

    Ready to make your brand agent-discoverable?

    Start with a free readiness scan, then activate Agent Link™ to connect your storefront to every AI agent.

    Get Access Learn about Agent Link™