AI Takeover Tracker MCP Server
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TDQS
Scored across 9 tools
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.
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.
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.
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.