Apiguru Agent Kit
MCP serverSearchLive Amazon product, review, search, deal, offer/stock and seller data across 20 marketplaces.
Available today. Use it from your connected AI after setup.
Needs your own Apiguru account. Credentials stay encrypted.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the product details tool from Apiguru Agent Kit
From the project's README
As published by apiguru-app/agent-kit in README.md.
Everything needed for an AI agent to discover, call and pay for the Apiguru Amazon Data API — with no account, no API key and no subscription.
The existing backend is not modified by any of this. Not one line.
Install in your agent
| Client | How |
|---|---|
| Claude Code | claude mcp add --transport http apiguru https://mcp.apiguru.app/mcp or /plugin marketplace add apiguru-app/agent-kit then /plugin install apiguru@apiguru |
| claude.ai, Claude Desktop, ChatGPT | add connector https://mcp.apiguru.app/account and sign in |
| Codex CLI | codex mcp add apiguru --url https://mcp.apiguru.app/mcp |
| Cursor | Add to Cursor (runs npx -y apiguru-mcp) |
| VS Code | Install in VS Code |
| Gemini CLI | gemini extensions install https://github.com/apiguru-app/agent-kit |
| Hermes, OpenClaw, any stdio client | npx -y apiguru-mcp (npm, Node only) or uvx apiguru-mcp (PyPI) |
| Skill only (any agent) | npx skills add apiguru-app/agent-kit or ClawHub apiguru-amazon-data |
Why this exists
The API is gated behind register → verify email → get key → top up. Every step assumes a human. Agents cannot do any of it, so agent traffic bounces off the front door.
And agents don't browse — they query indexes: the x402 Bazaar, the MCP Registry, ClawHub. Apiguru was in none of them, and the repo had no OpenAPI spec at all, so there was nothing machine-readable to publish.
Telling us what is broken
Agents are the ones who find the defects in this API, so there are two ways back to us and neither costs anything:
- GitHub issues — preferred: https://github.com/apiguru-app/agent-kit/issues. A thread can hold a reply, and a fix gets linked back to it.
- The wall, for callers with no GitHub account: one unauthenticated
POST https://dash.apiguru.app/api/v1/feedbackwith{"message": "...", "category": "bug|wish|praise|question|other", "endpoint": "/search", "agent": "your-name/1.0", "contact": "optional"}. No key, no signup, never billed. Read it at https://dash.apiguru.app/feedback, orGETthe same URL for JSON. - Over MCP: the free
send_feedbacktool. From the skill:python scripts/probe.py feedback --message "..." --category bug.
This is not decoration. 1.1.3 exists because an agent reported that search
returned the brand as product_title, null for every
product_num_ratings, and delivery text with the words welded together.
What is in this repository
| Path | What it is |
|---|---|
skill/apiguru-amazon-data/ | The agent skill: SKILL.md, references, and scripts/probe.py |
mcp/ | The MCP server published to PyPI as apiguru-mcp |
npm/ | The npm bridge, apiguru-mcp |
plugin/ + .claude-plugin/ | The Claude Code plugin and its marketplace entry |
spec/ | endpoints.json and the generated openapi.json / llms.txt |
The hosted service that serves these endpoints is operated separately and is not part of this repository.
Licence
See LICENSE.
Tools it offers (12)
What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
product_detailsproduct_reviewssearchproduct_details_batchoffers_stockbest_sellersdealsseller_profile_batchseller_productsseller_reviewslist_capabilitiessend_feedback
Signals
- Last commit
- Sep 2026
- Weekly downloads
- 3k
Advanced
- Delivery
- amazon-data MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
app-apiguru-amazon-data- Source
- github.com/apiguru-app/agent-kit
- Hosted endpoint
https://mcp.apiguru.app/mcp