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PO-VINCENT

CatalogReady

by PO-VINCENT
OverviewSchemaRelated ServersScoreDiscussions
Python
Local

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
CLAUDE_API_KEYNoOptional API key for Anthropic Claude model-assisted features.
GEMINI_API_KEYNoOptional API key for Google Gemini model-assisted features.
OPENAI_API_KEYNoOptional API key for OpenAI model-assisted features.
DEEPSEEK_API_KEYNoOptional API key for DeepSeek model-assisted features.

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
catalogready_describeC

Describe CatalogReady capabilities, protocols, and limitations.

catalogready_audit_catalogC

Audit a local CSV catalog and return structured evidence-backed findings.

catalogready_audit_page_htmlC

Audit supplied product-page HTML; the host remains responsible for fetching it.

catalogready_audit_discovery_bundleC

Audit page HTML together with optional robots.txt and sitemap evidence.

catalogready_build_visibility_prompt_packC

Build prompts for repeated, timestamped AI-visibility observations.

catalogready_score_visibility_snapshotsC

Score recorded citation observations without calling a live model provider.

catalogready_model_providersA

List BYO model providers and whether their server-side environment is configured.

catalogready_run_product_agentD

Inspect, plan, safely draft, and validate product-readiness changes.

catalogready_optimize_product_htmlC

Create an evidence-backed product listing, journey, claim audit, and readiness score.

catalogready_optimize_product_csvB

Optimize one CSV product row without writing to a merchant system.

catalogready_optimize_shopify_payloadC

Optimize an authorized Shopify GraphQL product object supplied by the host agent.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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