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  3. io.github.levelsofself/ai-ops
MCP server · Productivity

io.github.levelsofself/ai-ops

AI operations management: 12 specialized agents, task dispatch, and team coordination.

Unclaimed productivity
37Low

Scored 6 months ago · breakdown

About io.github.levelsofself/ai-ops

io.github.levelsofself/ai-ops is an MCP server in the Productivity category: aI operations management: 12 specialized agents, task dispatch, and team coordination.

Install

Claude Code
claude mcp add io-github-levelsofself-ai-ops -- npx -y palyan-ai-ops-mcp-server
npx
npx -y palyan-ai-ops-mcp-server

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (8)

create_contentPress releases, articles, social posts, marketing materials

Parameters not published.

get_business_opsService offerings, certifications, team capabilities, business overview

Parameters not published.

get_legal_guidanceContract review, compliance, government contracting, certifications

Parameters not published.

get_platform_infoPlatform capabilities, certifications, NAICS codes, contact info

Parameters not published.

get_real_estate_insightsLA neighborhood analysis, property recommendations, market data

Parameters not published.

get_trainingWorkshop outlines, coaching frameworks, training programs

Parameters not published.

research_topicMarket research, lead enrichment, competitive analysis

Parameters not published.

translate_contentTranslation between EN, ES, NL, HY, RU, KO with cultural adaptation

Parameters not published.

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Security checks

  • ✓README presentThe repository ships documentation.

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README

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.

Support

License

MIT - see LICENSE

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About io.github.levelsofself/ai-ops

How do I install io.github.levelsofself/ai-ops?

Run claude mcp add io-github-levelsofself-ai-ops -- npx -y palyan-ai-ops-mcp-server, then add the server to your MCP client's configuration.

Is io.github.levelsofself/ai-ops safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.levelsofself/ai-ops still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.