# ai-ops [Health: Active]

**Category:** 💻 Developer Tools  
**Repository:** https://github.com/levelsofself/mcp-ops-server  
**GitHub Stars:** 0  
**Views:** 0  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/ai-ops

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

## Tools
Capabilities this server exposes over MCP:

- **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

## Claude Desktop Quick Installation
Remote MCP endpoint (confidence: high). Install path detected from listing signals. Add as a URL/SSE server in your client:

```json
"mcpServers": {
  "ai-ops": {
    "url": "https://api.100levelup.com/mcp-ops/"
  }
}
```

## Documentation

## What ai-ops does

The ai-ops MCP server gives MCP-compatible assistants access to the Levels of Self operations platform and its specialized AI services. The available tools cover several business workflows: Los Angeles neighborhood and property analysis, business legal guidance, translation, market and competitive research, company operations, professional content creation, training programs, and platform details.

All exposed tools are read-only. They return information or generated guidance but do not provide mutation operations. The platform exposes MCP resources alongside tools, including an overview, certification categories, a Los Angeles neighborhood guide, and business capabilities with NAICS codes.

## How it works

An MCP client sends tool requests to the hosted endpoint or to a self-hosted Node.js process. The platform routes requests to specialized services for the relevant domain. For example, a request about family-friendly Los Angeles neighborhoods can use `get_real_estate_insights`, while a request for culturally adapted Armenian business copy can use `translate_content`.

The ai-ops MCP server supports two hosted transport styles: streamable HTTP at `/mcp` and SSE through `/sse`, with messages sent to `/message` for the SSE flow. The `/mcp` GET endpoint provides server and tool information. A separate `/health` endpoint is available without authentication.

## Setup and configuration

Hosted access is available at `https://api.100levelup.com/mcp-ops/`. Configure the MCP client with that URL and send an API key as a bearer token in the `Authorization` header. Authentication is required for all requests other than `/health`; when no API keys are configured, requests are rejected.

For self-hosting, clone the repository, create an API-key file containing a JSON array such as `["your-key-here"]`, update the file path in `server.js` if necessary, and run `node server.js`. The local server listens on port 3472. The supplied setup instructions do not define an environment-variable configuration.

## Tools and capabilities

- `get_real_estate_insights`: Los Angeles neighborhood analysis, property recommendations, and market data.
- `get_legal_guidance`: Contract review, compliance, government contracting, and certifications.
- `translate_content`: Translation among English, Spanish, Dutch, Armenian, Russian, and Korean, with cultural adaptation.
- `research_topic`: Market research, lead enrichment, and competitive analysis.
- `get_business_ops`: Service offerings, certifications, team capabilities, and business overview.
- `create_content`: Press releases, articles, social posts, and marketing materials.
- `get_training`: Workshop outlines, coaching frameworks, and training programs.
- `get_platform_info`: Platform capabilities, certifications, NAICS codes, and contact information.

## Limitations and notes

The ai-ops MCP server provides read-only access, so it is not suitable for changing records, submitting applications, or managing operational data. API-key authentication must be configured for normal requests. Legal, real-estate, research, and business outputs should be treated as informational responses from the connected services rather than evidence of a transaction or completed professional engagement. The README identifies MIT as the project license.

_Full upstream README: https://allmcps.com/mcp/ai-ops/readme_