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genpark-ad-copy-generator-skill

mcp
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SUMMARY

GenPark AI Skill - Generate A/B tested ad copy for Google Search, Google Shopping, Meta and TikTok with character limit compliance

README.md

Python 3.9+ License MIT MCP Compatible GenPark AI

genpark-ad-copy-generator-skill

GenPark AI Agent Skill -- Generate A/B tested ad copy for Google Search, Google Shopping, Meta, and TikTok with character limit compliance.

Features

  • Google Search: headline (30 chars) + description (90 chars)
  • Google Shopping: title (150 chars) + description
  • Meta (Facebook/Instagram): primary text, headline, description, CTA
  • TikTok: ad text + CTA
  • Quality scoring based on power words, numbers, and CTA presence
  • Full character limit compliance checking
  • 3 variants per platform for A/B testing

Quick Start

from client import AdCopyClient

client = AdCopyClient()
result = client.generate(
    product_name="My Product",
    key_benefits=["saves time", "affordable", "proven results"],
    discount_offer="20% off",
    platform="google_search",
)
for v in result["ads"]["google_search"]:
    print(v["copy"]["headline"], "--", v["quality_score"])

Installation

python example_usage.py  # No external dependencies

Built by GenPark | alphaparkinc

📊 Agentic Architecture Flowchart

graph LR
  User([User / AI Agent]) -->|JSON Request| Skill[GenPark AI Skill]
  Skill -->|Execution Logic| CoreEngine[Core Analytics & Processing]
  CoreEngine -->|Structured Output| User

🔌 MCP (Model Context Protocol) Integration

Run natively as an MCP server for Cursor, Claude Desktop & LLM frameworks:

python mcp_server.py

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