io.github.levelsofself/ai-ops

Official registry Productivity

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

What can you do with io.github.levelsofself/ai-ops?

  • 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

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package palyan-ai-ops-mcp-server
Claude Code
claude mcp add ai-ops -- npx -y palyan-ai-ops-mcp-server@1.0.1
JSON configuration (Claude Desktop, Cursor, VS Code)
{
    "mcpServers": {
        "ai-ops": {
            "command": "npx",
            "args": [
                "-y",
                "palyan-ai-ops-mcp-server@1.0.1"
            ]
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Levels of Self Operations - MCP Server
  2. What It Does
  3. v2.0.0 Changes
  4. Tools
  5. Authentication
  6. Setup as Custom MCP Connector
  7. Endpoints
  8. Example Prompts
  9. Resources
  10. About
  11. Support
  12. License

Levels of Self 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 Levels of Self 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

ToolDescription
get_real_estate_insightsLA neighborhood analysis, property recommendations, market data
get_legal_guidanceContract review, compliance, government contracting, certifications
translate_contentTranslation between EN, ES, NL, HY, RU, KO with cultural adaptation
research_topicMarket research, lead enrichment, competitive analysis
get_business_opsService offerings, certifications, team capabilities, business overview
create_contentPress releases, articles, social posts, marketing materials
get_trainingWorkshop outlines, coaching frameworks, training programs
get_platform_infoPlatform 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

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

EndpointMethodDescription
/healthGETHealth check (no auth required)
/sseGETSSE transport connection
/messagePOSTSSE transport messages
/mcpPOSTStreamable HTTP transport
/mcpGETServer 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 Levels of Self 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 URIDescription
palyan://platform/overviewPlatform overview and services
palyan://business/certificationsActive business certification categories
palyan://real-estate/neighborhoodsLA neighborhood guide with market data
palyan://business/capabilitiesBusiness capabilities and NAICS codes

About

Levels of Self 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

Frequently asked questions

What is io.github.levelsofself/ai-ops?

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

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

It runs on your machine. In Claude Code: claude mcp add ai-ops -- npx -y palyan-ai-ops-mcp-server@1.0.1. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.levelsofself/ai-ops need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.levelsofself/ai-ops open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.levelsofself/ai-ops?

It is published by levelsofself. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.