Ai Ops

io.github.levelsofselfPublished by GitHub account levelsofselfv1.0.1Updated Oct 24, 2026

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

VerifiedSTDIODesktop onlyKnowledge & MemoryBusiness & Commerce

Overview

AI-generated overview

Connects an AI assistant to the Levels of Self multi-agent business platform for real estate, legal, translation, research, content and training answers.

What you can do
Get Los Angeles real estate market insights and neighborhood analysis, plus property recommendations and market data. Retrieve business legal guidance on contracts, compliance, government contracting and certifications. Translate content among six languages with cultural adaptation. Run market research, lead enrichment and competitive analysis. Create press releases, articles, social posts and marketing materials, and get training workshop outlines and coaching frameworks. Look up platform capabilities, certifications, NAICS codes and contact information, with read-only MCP resources for overview, certifications, neighborhoods and capabilities.
When to use it
Useful when you want an assistant to answer questions about the Levels of Self business platform, Los Angeles real estate, business legal and government contracting topics, multilingual translation, or its training and content offerings without leaving the chat.
Requirements
A hosted remote endpoint or a self-hosted Node.js process started with node server.js on port 3472. A valid API key sent as a Bearer token in the Authorization header is required for all requests except the health check; self-hosting needs a JSON API keys file. Desktop MCP client only.
Before you install
An API key is required and must be supplied as a Bearer token; self-hosted setups store keys in a local JSON file. The README states tools are read-only and no user data is collected or stored, but requests go to a third-party platform, so review its privacy pages before sending sensitive content.

Installation

In SourceWeft

  1. Open Ai Ops in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

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

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:

json
{  "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

Source: README.md at commit 932637c

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.0.1LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts