Job Verify: Detect fake recruiter & job-offer scams with free
Analysis completed on 7/4/2026
JobVerify presents a highly relevant and innovative use of the Model Context Protocol (MCP) to tackle the rising problem of job and recruiter scams. While the project is in its infancy with minimal traction (118 PyPI downloads, 5 GitHub stars), the problem-solution fit is exceptionally strong. The clear, thoughtful submission highlights a privacy-first, free-to-use OSINT integration that perfectly aligns with current AI assistant capabilities. Scalability and audience reach will dictate future score growth.
Score Breakdown
Project Details
Algorithm Insights
Recommendations to Increase Usefulness Score
Document User Growth
Provide specific metrics on user acquisition and retention rates
Showcase Revenue Model
Detail sustainable monetization strategy and current revenue streams
Expand Evidence Base
Include testimonials, case studies, and third-party validation
Technical Roadmap
Share development milestones and feature completion timeline