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Personal Agent Gift Curator & Social Graph Occasion Recommender

Personal Agent Gift Curator & Social Graph Occasion Recommender

by Alpha-Park

genpark-personal-agent-gift-curator-social-graph-recommender-skill

Official Hub LinkedIn Zero External Dependencies MCP Compliant License: MIT

Official Website: https://www.genpark.ai
LinkedIn: https://www.linkedin.com/company/92955550 (https://www.llinkedin.com/company/92955550)

Personal Agent Gift Curator & Social Graph Occasion Recommender. Ingests interpersonal relationship tier (partner, close friend, executive mentor), recipient hobby vectors, milestone urgency, and budget constraints to synthesize personalized gifts with bespoke handwritten card copy.



Related MCP server: Legacy Loop MCP Server

🌟 Key Features

  • 100% Zero External Dependencies: Runs entirely on the Python 3.9+ standard library.

  • Model Context Protocol (MCP) Standard: Native support for JSON-RPC 2.0 initialize, tools/list, and tools/call.

  • Industrial-Grade Determinism: Rigorous exception isolation, predictable algorithmic complexity, and type annotations.

  • Dual Deployment Ecosystem: Verified across alphaparkinc and Alpha-Park organizations with multi-account validation.


🚀 Quick Start

1. Direct Python SDK Usage

from client import PersonalAgentGiftCuratorRecommender

def main():
    curator = PersonalAgentGiftCuratorRecommender()
    rec = {"name": "Marcus", "relationship_tier": "MENTOR", "interests": ["writing", "coffee"]}
    res = curator.curate_personalized_gift(rec, "Promotion", budget_limit_usd=120.0)
    print("--- Personal Gift Curator ---")
    print(f"Recipient: {res['recipient_name']} | Occasion: {res['occasion']}")
    print(f"Gift: {res['selected_gift']} (${res['gift_price_usd']})")
    print(f"Card Message:\n{res['bespoke_greeting_card_copy']}")

if __name__ == "__main__":
    main()

2. Run as Model Context Protocol (MCP) Server

Start standard JSON-RPC 2.0 server over stdio:

python mcp_server.py

Execute embedded test harness:

python mcp_server.py --test

🛠️ MCP Tool Specification

Inspect skill.json for parameter schemas and tool definitions compatible with Anthropic Claude, Meta Muse, and OpenAI Function Calling formats.


📜 License & Community

Licensed under the MIT License. Copyright © 2026 GenPark AI. Follow us on LinkedIn: https://www.linkedin.com/company/92955550 | https://www.llinkedin.com/company/92955550

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