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Built an MCP Agent That Finds Jobs Based on Your LinkedIn Profile
r/aiagents
5/27/2025
SAAS TOOLS
| SaaS | URL | Category | Features/Notes |
|---|---|---|---|
| OpenAI Agents SDK | https://platform.openai.com/docs/agents | AI Agent Orchestration | Multi-agent workflow orchestration |
| Bright Data MCP Server | https://brightdata.com/mcp | Web Scraping | Scraping LinkedIn profiles and YC jobs |
| Nebius AI Models | https://nebius.ai/ | AI Inference | Fast and cheap AI inference |
| Streamlit | https://streamlit.io/ | UI Development | Building web interfaces |
| Ocoya | https://www.ocoya.com/ | Social Media & E-commerce Automation | AI-powered content creation, scheduling, and product promotion |
USER NEEDS
Pain Points:
- Difficulty finding personalized job opportunities
- Time-consuming manual job search process
- Agents applying to irrelevant jobs
Problems to Solve:
- Automating job search based on LinkedIn profile
- Matching jobs to specific skills and experience
- Improving agent accuracy in job recommendations
Potential Solutions:
- Multi-agent workflows for personalized job matching
- Improved AI models for better job relevance
- User feedback integration for continuous improvement
GROWTH FACTORS
Effective Strategies:
- Building MVP and gathering user feedback
- Soft launch approach for iterative improvement
Marketing & Acquisition:
- Sharing code and walkthrough videos
- Leveraging Reddit communities for exposure
Monetization & Product:
- Considering freemium model with paid features
- Using MCP servers for scalable web scraping
User Engagement:
- Encouraging user testing and feedback
- Providing direct apply links for seamless application process