Ai Ops

Palyan Family AI System Operations - MCP Server

An MCP (Model Context Protocol) server that gives AI assistants access to a multi-agent business operations platform with specialized AI services covering real estate, legal, translation, research, content creation, training, and more.

What It Does

This server connects AI assistants to the Palyan Family AI System platform - a team of specialized AI agents built by Arthur Palyan (founder of Levels of Self). Each tool is powered by a dedicated agent with domain expertise:

• LA Real Estate AI - Los Angeles real estate market insights and neighborhood analysis
• Legal AI - Business legal guidance, compliance, and government contracting
• Translation AI - Multi-language translation (6 languages) with cultural adaptation
• Research AI - Deep research, market analysis, and competitive intelligence
• Operations AI - Business operations, service offerings, and company metrics
• Press & Content AI - Professional content creation and media materials
• Training AI - Personal development training programs and coaching frameworks

All tools are read-only. No user data is collected or stored.

v2.0.0 Changes

• API key authentication required - All requests (except /health) require a Bearer token in the Authorization header
• Sanitized internal data - No internal names, cert IDs, registration numbers, or pipeline data exposed
• Renamed tools - get_platform_info replaces get_family_info, team_capabilities replaces team_status
• Secure by default - If no API keys are configured, all requests are rejected

Tools

Tool	Description
get_real_estate_insights	LA neighborhood analysis, property recommendations, market data
get_legal_guidance	Contract review, compliance, government contracting, certifications
translate_content	Translation between EN, ES, NL, HY, RU, KO with cultural adaptation
research_topic	Market research, lead enrichment, competitive analysis
get_business_ops	Service offerings, certifications, team capabilities, business overview
create_content	Press releases, articles, social posts, marketing materials
get_training	Workshop outlines, coaching frameworks, training programs
get_platform_info	Platform capabilities, certifications, NAICS codes, contact info

Authentication

All requests require a valid API key passed as a Bearer token:

Authorization: Bearer YOUR_API_KEY

The /health endpoint is open and does not require authentication.

Setup as Custom MCP Connector

Hosted (Recommended)

The server is live and ready to use:

URL: https://api.100levelup.com/mcp-ops/
Protocol: MCP 2024-11-05 (Streamable HTTP + SSE)
Authentication: Bearer token required

Add to your MCP client config:

{
  "mcpServers": {
    "palyan-ai-ops": {
      "url": "https://api.100levelup.com/mcp-ops/",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Self-Hosted

1. Clone this repo
2. Create an API keys file: echo '["your-key-here"]' > /path/to/mcp-api-keys.json
3. Update the key file path in server.js if needed
4. Run node server.js
5. Server starts on port 3472

Endpoints

Endpoint	Method	Description
/health	GET	Health check (no auth required)
/sse	GET	SSE transport connection
/message	POST	SSE transport messages
/mcp	POST	Streamable HTTP transport
/mcp	GET	Server info and tool listing

Example Prompts

Try these with any MCP-connected AI assistant:

1. "What neighborhoods in LA are good for families under $750K?" - Returns neighborhood analysis with median prices, vibes, and commute times for budget-friendly family areas.

2. "What do I need to know about government contracting certifications?" - Returns current certification categories and relevant NAICS codes.

3. "Translate this message to Armenian for a business context" - Routes to the Translation AI for culturally adapted translation across 6 supported languages.

4. "Give me a business overview of the Palyan Family AI System operation" - Returns business summary: service areas, certification categories, and specialist count.

5. "What training programs are available for emotional intelligence?" - Returns available programs including Self-Awareness Foundations, Pattern Recognition Workshop, and booking links.

Resources

The server exposes MCP resources for direct data access:

Resource URI	Description
palyan://platform/overview	Platform overview and services
palyan://business/certifications	Active business certification categories
palyan://real-estate/neighborhoods	LA neighborhood guide with market data
palyan://business/capabilities	Business capabilities and NAICS codes

About

Palyan Family AI System Operations is a multi-agent business platform built by Arthur Palyan, operating out of Valencia, CA. The system runs specialized AI agents that handle real estate advisory, legal guidance, translation, research, content creation, and more.

• Business: Levels of Self - Arthur Palyan
• California Certified Small Business (Micro)
• Website: https://www.levelsofself.com
• Game: https://100levelup.com
• Privacy: https://api.100levelup.com/family/privacy.html
• MCP Privacy: https://api.100levelup.com/family/mcp-privacy.html

Support

• Email: artpalyan@levelsofself.com
• Book a call: https://calendly.com/levelsofself/zoom

License

MIT - see LICENSE