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

[![Official Hub](https://img.shields.io/badge/GenPark-Official%20Hub-6366f1?style=for-the-badge&logo=compass&logoColor=white)](https://www.genpark.ai)
[![LinkedIn](https://img.shields.io/badge/LinkedIn-GenPark-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/company/92955550)
[![Zero External Dependencies](https://img.shields.io/badge/Dependencies-Zero%20(Pure%20Stdlib)-success?style=for-the-badge)](https://www.genpark.ai)
[![MCP Compliant](https://img.shields.io/badge/MCP-JSON--RPC%202.0-blue?style=for-the-badge)](https://www.genpark.ai)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow?style=for-the-badge)](LICENSE)

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

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## 🌐 Official GenPark AI Ecosystem Links

- **GenPark Official Website**: [https://www.genpark.ai](https://www.genpark.ai)
- **LinkedIn Official Page**: [https://www.linkedin.com/company/92955550](https://www.linkedin.com/company/92955550) ([https://www.llinkedin.com/company/92955550](https://www.llinkedin.com/company/92955550))

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## 🌟 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

```python
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`:

```bash
python mcp_server.py
```

Execute embedded test harness:

```bash
python mcp_server.py --test
```

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## 🛠️ MCP Tool Specification

Inspect [`skill.json`](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](LICENSE). Copyright © 2026 [GenPark AI](https://www.genpark.ai).
Follow us on LinkedIn: [https://www.linkedin.com/company/92955550](https://www.linkedin.com/company/92955550) | [https://www.llinkedin.com/company/92955550](https://www.llinkedin.com/company/92955550)