Apiclaw Skills MCP Server

Currently powering Amazon commerce with 200M+ products, 1B+ reviews, and real-time signals.

Local serverstdioPython

What is the Apiclaw Skills MCP server?

Currently powering Amazon commerce with 200M+ products, 1B+ reviews, and real-time signals. That is what the apiclaw skills mcp server brings to an AI assistant: the same capability, reachable through the Model Context Protocol rather than a separate app or dashboard.

The short version

ZooData is the data infrastructure built for agents. Not a scraping API. Not a human dashboard. A purpose-built data layer that gives your AI agents direct access to Amazon commerce signals — 200M+ indexed products, 2+ years of history, and 1B+ reviews pre-processed into structured insights. Clean JSON, real-time, agent-ready.

Getting it running

Installation goes through your MCP client rather than a global install: point it at skills on npm and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.

The tools it exposes

The server publishes 1 tool. What each one is for:

  • Endpoint — Description

What it needs from you

Configuration is passed through the environment: ZOODATA_API_KEY. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

  • Python 3.8+ (stdlib only, zero pip dependencies) - ZooData API Key (get one free)

Things to watch

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

How it compares

Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Apiclaw Skills's toolset — Endpoint — is a fair guide to whether it matches your workflow. It is maintained by serendipityoneinc; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Apiclaw Skills's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Available tools

ToolWhat it does
EndpointDescription

How to install the Apiclaw Skills MCP server

{
  "mcpServers": {
    "apiclaw-skills": {
      "command": "npx",
      "args": ["-y", "skills"],
      "env": {
        "ZOODATA_API_KEY": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

  • Python 3.8+ (stdlib only, zero pip dependencies) - ZooData API Key (get one free)
VariableDescriptionRequired
ZOODATA_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • Use Apiclaw Skills to Endpoint.

Frequently asked questions

It connects Apiclaw Skills to MCP-compatible AI assistants such as Claude and Cursor, exposing 1 tool (Endpoint) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Apiclaw Skills directly.