agent-kit

Purpose

Apiguru Agent Kit aims to solve the barrier problem for AI agents accessing the Amazon Data API. This API originally required a series of human-oriented steps such as registration, email verification, obtaining keys, and topping up, which agents cannot complete on their own, preventing agent traffic from connecting. This toolkit enables agents to directly discover, call, and pay for the Apiguru Amazon Data API, without an account, API key, or subscription.

Main Capabilities

• Provides real-time Amazon marketplace data, covering 20 country marketplaces.
• Data types include: product details, reviews, keyword search, best sellers, deals, offers/buy box/inventory, and seller profiles.
• Includes an MCP server for easy integration via the MCP protocol.
• Provides Claude/Codex skills.
• Provides a keyless x402 API.
• The hosted endpoint supports calls without registration and without headers. Returned product records are in JSON format, including title, price, rating, variants, and come with _links links to reviews and offers.
• Three free calls per day, after which you can pay per call via x402, or use an API key.
• Agents can start using it from https://agent.apiguru.app/llms.txt .
• Provides feedback channels: GitHub issues (preferred), unauthenticated POST to https://dash.apiguru.app/api/v1/feedback（无需密钥、无需注册、不计费），也可通过 MCP's free send_feedback tool or the python scripts/probe.py feedback --message "..." --category bug in the skill to submit feedback.

How to Use

Users can install this toolkit into their own agents. After installation, agents can call the API through the hosted endpoint. Example calls require no registration and no headers, and directly return real-time product record JSON. Agents can obtain entry information from https://agent.apiguru.app/llms.txt . Feedback methods include GitHub issues, HTTP POST, or the MCP tool.

Applicable Scenarios

Suitable for AI agent development and operation scenarios that require real-time Amazon marketplace data, such as product information queries, review analysis, keyword search, best seller monitoring, deals and inventory tracking, seller profile retrieval, and more. Especially suitable for agents that cannot complete human steps such as registration, verification, and obtaining keys on their own.

Limitations

• The hosted service endpoint is independently operated and is not part of this repository.
• Three free calls per day; beyond that, pay-per-call or an API key is required.
• Covers 20 country marketplaces; the specific country list is not yet provided.
• Other feature details, pricing, and specific rates for payment methods are not yet provided.