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@getcolter/cli

v0.3.2

Published

AI agent readiness platform for e-commerce. Check protocol support, fix gaps, monitor agent traffic with Lens, and test with AI personas. Supports UCP, ACP, MCP, and WebMCP.

Vulnerabilities

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Links

Git

Maintainers

mfbahcmfbahc

Keywords

colteragentic-commerceucpacpmcpwebmcpuniversal-commerce-protocolagent-commerce-protocolmodel-context-protocolai-agent-readinessagent-traffic-monitoringmcp-serverai-shoppingai-agentse-commerceprotocol-testingshopifygoogle-shoppingchatgpt-shoppinglenscli

Readme

@getcolter/cli

AI agent readiness platform for e-commerce. Check protocol support, fix gaps, monitor agent traffic, and test with AI personas.

Install

npm install -g @getcolter/cli

Or run directly:

npx @getcolter/cli check https://your-store.com

What it does

| Command | Purpose | |---------|---------| | colter check | Instant readiness scan — protocols, structured data, agent surfaces, 5-dimension scoring | | colter fix | Generate and apply fixes for agent readiness gaps | | colter lens | Register a store for request-level AI agent traffic monitoring | | colter test | Run hosted AI mystery shopper tests, or --local BYOK tests with your provider key | | colter query-rank | Local/BYOK recommendation competitiveness test | | colter ucp-qa | Local/BYOK UCP buyer-journey QA | | colter batch | Scan multiple stores from a YAML file | | colter mcp | Start MCP server for AI agent integration |

Quick start

# Free readiness scan (no account required)
colter check https://your-store.com

# Detailed JSON output with scores
colter check https://your-store.com --json --verbose

# Generate a remediation plan
colter fix https://your-store.com

# Register a store for Lens monitoring and full-coverage setup
colter lens https://your-store.com

# Run hosted AI mystery shopper simulations
colter auth login
colter test https://your-store.com

# Run local/BYOK agent QA using your provider key
export GEMINI_API_KEY=...
colter query-rank https://your-store.com
colter ucp-qa https://your-store.com
colter test https://your-store.com --local

Protocols supported

| Protocol | What it does | Agents using it | |----------|-------------|-----------------| | UCP | Full-lifecycle commerce (discover, browse, cart, checkout) | Gemini, AI Mode, Copilot, Shopping Graph | | ACP | Agent checkout and payment | ChatGPT, Operator | | MCP | Tool-based agent integration | Claude, MCP-compatible agents | | WebMCP | Browser-native agent tools (W3C Draft) | Chrome flag, Chrome 149 Origin Trial, browser agents |

Lens coverage

Lens is designed for request-level agent traffic capture. Deploy the Lens edge worker or configure server-log ingestion for full coverage, including direct crawlers that never execute JavaScript. The JavaScript beacon remains available as a fallback for browser-like agents only.

Scoring

Every check produces a composite score (0-100) across 5 dimensions:

  • Discovery — Can agents find your store?
  • Transaction — Can agents buy from your store?
  • Security — Is the store secure for agent transactions?
  • Ecosystem — How many AI platforms can access your store?
  • Content Quality — Can agents understand your products?

MCP server

Colter includes an MCP server for AI agent integration:

{
  "mcpServers": {
    "colter": {
      "command": "colter",
      "args": ["mcp", "--admin-tools"]
    }
  }
}

Platforms

Pre-built binaries for macOS (ARM64, x64), Linux (x64, ARM64), and Windows (x64).

Links

License

Colter is free to use. See LICENSE for terms.