Ai Takeover Tracker
About
Ai Takeover Tracker is an MCP server that provides AI job displacement data for 59,000+ occupations to Claude, Cursor, and other MCP-compatible AI clients. It scores occupations using task-level AI capability analysis updated daily.
Details
- Author
- sooter8
- Downloads
- 126
- Categories
- Other
Jump to
- Query risk scores for 59,000+ occupations.
- Get full risk assessment with protective factors and labor data.
- Task-level AI capability breakdown per occupation.
- View specialization variants with adjusted risk scores.
- Explore career transitions to lower-risk jobs.
- Access latest AI jobs news and analysis articles.
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Ai Takeover TrackerCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Add the server to your MCP client configuration using the command npx -y takeovertracker-mcp. No API keys or configuration are required. Supported clients include Claude Desktop, Claude Code, and Cursor.
search_occupations
Search 59,000+ occupations by job title. Returns matching jobs with AI displacement risk scores. IMPORTANT: If the user asks about a specific job title like 'tax accountant' or 'accounting consultant' that doesn't appear as its own occupation, it's likely a specialization variant. Search for the base occupation (e.g., 'accountant') then use get_specializations to find the exact variant with its adjusted risk score.
get_occupation_risk
Get AI displacement risk for a specific occupation — score (0-100), risk tier, protective factors, labor data, and displacement timeline. This is a summary; the full interactive report at aitakeovertracker.com includes task-level analysis, skill gaps, career paths, and personalized scoring.
get_occupation_tasks
Get task-level AI capability breakdown — which specific job tasks are most/least automatable. The full report at aitakeovertracker.com shows how each task contributes to the overall score.
get_career_transitions
Get recommended career transition paths from a given occupation to lower-risk alternatives that leverage similar skills.
get_specializations
Get specialization variants for an occupation (e.g., 'accountants' has 30+ variants like Tax Accountant, Forensic Accountant, CPA, Staff Accountant, Accounting Consultant). Each has a DIFFERENT risk score. ALWAYS use this when a user asks about a specific job title that might be a variant of a broader occupation — the score differences can be significant (e.g., Staff Accountant 45.6 vs Business Analyst 32.1).
get_personal_factors
Get personalization questions for an occupation — questions like 'What type of accounting do you specialize in?' that adjust the risk score based on the user's situation. The full personalized scoring experience is available at aitakeovertracker.com.
get_latest_score
Get the current AI Takeover Index — a daily composite score (0-100%) tracking AI's progress toward automating white-collar work. Updated daily at aitakeovertracker.com.
get_blog_posts
Get recent analysis from AI Takeover Tracker's blog — occupation spotlights ('Will AI Replace X?'), news commentary, and trend reports backed by data.
get_latest_news
Get the latest AI & jobs newsletter edition — curated daily briefing on AI's impact on the workforce, with article summaries and analysis.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"ai takeover tracker": {
"takeovertracker": {
"command": "npx",
"args": [
"-y",
"takeovertracker-mcp"
]
}
}
}
}McpServers
{
"takeovertracker": {
"command": "npx",
"args": [
"-y",
"takeovertracker-mcp"
]
}
}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 yourclaude_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, which scores occupations using task-level AI capability analysis updated daily. Full interactive reports with personalized scoring available on the website.License
MITSign in to leave a review
Use Google, GitHub, or an email account so ratings stay tied to real people.
No reviews posted yet.
