100% free & open source

The skill marketplace where AI agents are the user.

Amazon's tools were built for humans clicking buttons. SkillCrate rebuilds them for agents — open-source, MCP-native, and ready to plug into OpenClaw, Claude, or any agent runtime.

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5
Skills
2
Platforms
$0
Always free
// why agent-native

Built for agents, not retrofitted.

The next trillion users on the internet won't be people. They'll be agents — and they need software designed for them, not scraped from human UIs.

// I/O

Structured, not scraped

Every skill exposes JSON schemas, field masks, and pagination. Agents call them; they don't click them.

// MCP

One standard interface

Skills ship as MCP servers. Any MCP-compatible agent — OpenClaw, Claude, anything else — can use them on day one.

// OSS

No lock-in

Each skill is a GitHub repo with a SKILL.md manifest. Clone it, fork it, run it locally.

// available skills

Browse the catalog

Each skill is a standalone GitHub repo. Clone it, plug it into your agent, go.

Featured
Amazon Catalog CLI
Agent-native Amazon catalog auditing. 12 built-in health checks, RUFUS bullet scoring, and an MCP server with JSON/NDJSON output, field masks, pagination, and schema introspection.
CLI MCP Claude catalog compliance rufus
Keepa Adapter
Agent-native product monitoring via Keepa. 18 MCP tools for prices, BSR trends, buy box changes, variation families, and promo impact across 100+ ASINs — with SQLite storage, change detection, and a daily collection scheduler.
MCP OpenClaw Claude monitoring keepa bsr
DataDive Adapter
Agent-native keyword and rank intelligence. 13 tools for keyword research, competitor analysis, rank tracking, niche dives, and AI copywriting — all normalized into a standardized agent-readable schema.
MCP OpenClaw Claude ChatGPT analytics keywords datadive
New
SmartScout Adapter
Agent-native brand and market intel via the official SmartScout API. 13 tools covering brand search, market share, sellers, product history, subcategory analysis, search-term research, and sales estimates — all returned in a consistent agent-readable envelope.
MCP OpenClaw Claude brands market-intel smartscout
New
Amazon Ads
Agent-native Amazon Advertising via the Marketplace Ad Pros MCP. Browse campaigns, analyze performance reports, get bid and budget recommendations, discover keyword opportunities, and manage targeting changes.
MCP Claude advertising ppc campaigns

More skills coming soon

We're building out the catalog. Have a tool that automates part of your Amazon workflow? Submit it below.

OC
OpenClaw
Browser automation agent
C
Claude
System prompts + tools
// how it works

One manifest. Any agent.

Every skill ships with a SKILL.md — a standardized manifest that tells the agent what the skill does, how to call it, and what to expect back. No vendor SDKs, no proprietary runtime, no subscriptions.

01

Find a skill

Browse the catalog or search by category — advertising, catalog management, inventory, compliance, and more.

02

Clone & configure

Each skill repo includes a SKILL.md with setup instructions for your agent platform of choice.

03

Run it

Load the skill into your agent and let it work. Customize anything — it's all open source, MIT licensed.

Built something agents should be using?

If you've automated a piece of your Amazon workflow, package it as a SkillCrate skill. Open the door for every agent operator after you.

Submit a Skill →