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sooter8

AI Takeover Tracker MCP Server

by sooter8
README.md
# AI Takeover Tracker MCP Server

MCP server that provides AI job displacement data for 59,000+ occupations to Claude, Cursor, and other MCP-compatible AI clients.

## What You Can Ask

- "Will AI replace accountants?"
- "What's the risk score for software engineers?"
- "Which tasks of a nurse are most automatable?"
- "What specializations of accountants have different risk levels?"
- "What career transitions are available from marketing managers?"
- "What's the latest AI jobs news?"

## Installation

### Claude Desktop

Add to your `claude_desktop_config.json`:

```json
{
  "mcpServers": {
    "takeovertracker": {
      "command": "npx",
      "args": ["-y", "takeovertracker-mcp"]
    }
  }
}
```

### Claude Code

```bash
claude mcp add takeovertracker -- npx -y takeovertracker-mcp
```

### Cursor

Add to your Cursor MCP settings:

```json
{
  "takeovertracker": {
    "command": "npx",
    "args": ["-y", "takeovertracker-mcp"]
  }
}
```

No API keys or configuration required.

## Available Tools

| Tool | Description |
|---|---|
| `search_occupations` | Search 59,000+ jobs by title with risk scores |
| `get_occupation_risk` | Full risk assessment — score, tier, protective factors, labor data |
| `get_occupation_tasks` | Task-level AI capability breakdown |
| `get_specializations` | Specialization variants with adjusted risk scores |
| `get_personal_factors` | Personalization questions that adjust the risk score |
| `get_career_transitions` | Career transition paths to lower-risk jobs |
| `get_latest_score` | Current AI Takeover Index value |
| `get_blog_posts` | Recent analysis articles |
| `get_latest_news` | Latest AI & jobs newsletter edition |

## Data Source

All data comes from [AI Takeover Tracker](https://aitakeovertracker.com), which scores occupations using task-level AI capability analysis updated daily. Full interactive reports with personalized scoring available on the website.

## License

MIT

TDQS

A3.7/5.0

Scored across 9 tools

Disambiguation4/5

Most tools have distinct purposes focused on different aspects of AI job displacement risk (e.g., blog posts, career transitions, news, scores, occupation risk, tasks, personal factors, specializations, search). However, get_occupation_risk and get_occupation_tasks could be confused as both provide occupation-level analysis, though descriptions clarify one is a summary and the other is task-level.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern with 'get_' or 'search_' prefixes (e.g., get_blog_posts, get_career_transitions, search_occupations). This uniformity makes the tool set predictable and easy to navigate.

Tool Count5/5

With 9 tools, this server is well-scoped for its purpose of tracking AI takeover risks. It covers key areas like data retrieval, analysis, and search without being overwhelming or sparse, fitting typical server tool counts of 3-15.

Completeness5/5

The tool set provides comprehensive coverage for the domain, including data access (scores, news, blog), detailed analysis (occupation risk, tasks, personal factors), and navigation (specializations, search). It supports full workflows from general awareness to specific, personalized risk assessment with no obvious gaps.

Maintenance

ActivityInactive
ResponsivenessNo issues