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r/aiagents
2025-05-28·4
24

Built an MCP Agent That Finds Jobs Based on Your LinkedIn Profile

RedditDetails

SAAS TOOLS

SaaSURLCategoryFeatures/Notes
OpenAI Agents SDKhttps://platform.openai.com/docs/agentsAI Agent OrchestrationMulti-agent workflow orchestration
Bright Data MCP Serverhttps://brightdata.com/mcpWeb ScrapingScraping LinkedIn profiles and YC jobs
Nebius AI Modelshttps://nebius.ai/AI InferenceFast and cheap AI inference
Streamlithttps://streamlit.io/UI DevelopmentBuilding web interfaces
Ocoyahttps://www.ocoya.com/Social Media & E-commerce AutomationAI-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
6

Best White Label AI?

RedditDetails

SAAS TOOLS

SaaSURLCategoryFeatures/Notes
10cloudshttps://10clouds.com/White Label AI PlatformCustomizable AI agents for clients
Filowhttps://filow.ai/White Label AI PlatformCustomizable AI agents for clients

USER NEEDS

Pain Points:

  • Building and managing entire AI tech stack is complex
  • Need easy turnkey solution for white label AI

Problems to Solve:

  • Simplify AI agent development for clients
  • Avoid building entire AI infrastructure

Potential Solutions:

  • Use white label AI platforms like 10clouds and Filow

GROWTH FACTORS

Effective Strategies:

  • Offering white label solutions to simplify AI adoption

Marketing & Acquisition:

  • Building reputation through community recommendations

Monetization & Product:

  • Providing customizable AI agents as core offering

User Engagement:

  • Community-driven recommendations and word-of-mouth
6

Built at a hackathon - a voice agent that helps me talk to my email and calendar during commute— finally hitting inbox zero now!!

RedditDetails

SAAS TOOLS

SaaSURLCategoryFeatures/Notes
AskPossamhttps://askpossam.com/Email/Calendar ManagementVoice-controlled email and calendar management, hands-free operation, integrates with email and calendar systems

USER NEEDS

Pain Points:

  • Starting the day behind due to unread emails
  • Wasting time on email management
  • Feeling buried by email volume
  • Difficulty managing emails during commute

Problems to Solve:

  • Efficient email management
  • Hands-free email processing
  • Reducing time spent on email
  • Managing calendar while driving

Potential Solutions:

  • Voice-controlled email assistant
  • Hands-free email processing
  • Integration with calendar systems
  • Automated email sorting and processing

GROWTH FACTORS

Effective Strategies:

  • Building MVP at hackathons
  • Solving real user pain points
  • Creating hands-free, voice-controlled interface

Marketing & Acquisition:

  • Sharing success stories and user benefits
  • Demonstrating time-saving capabilities

Monetization & Product:

  • Focus on core email/calendar management features
  • Early-stage product development

User Engagement:

  • Encouraging user feedback and sharing
  • Demonstrating practical applications
5

Is n8n enterprise ready or better suited for hobbyists?

RedditDetails

SAAS TOOLS

SaaSURLCategoryFeatures/Notes
n8nhttps://n8n.io/Workflow AutomationFlexible, connects different systems, enterprise version available
Zapierhttps://zapier.com/Workflow AutomationPopular, integrates many apps, can get pricey
Microsoft Power Automatehttps://powerautomate.microsoft.com/Workflow AutomationPart of Microsoft ecosystem, good for existing users

USER NEEDS

Pain Points:

  • Scaling automation for enterprise use
  • Handling complex processes like SAP integration
  • Performance issues with high volume workflows
  • Cost concerns with alternatives like Zapier

Problems to Solve:

  • Automating internal workflows (Excel, reporting, SAP tasks)
  • Scaling automation solutions for growing startups
  • Ensuring security and compliance for enterprise automation

Potential Solutions:

  • Using n8n with API gateways for SAP integration
  • Considering n8n's enterprise offering for scalability
  • Exploring alternatives like Microsoft Power Automate for existing ecosystems

GROWTH FACTORS

Effective Strategies:

  • Building flexible, system-connecting automation tools
  • Offering enterprise versions for scalability
  • Providing managed solutions for heavy workloads

Marketing & Acquisition:

  • Highlighting flexibility and system integration capabilities
  • Targeting startups and companies with growing automation needs

Monetization & Product:

  • Offering tiered pricing (hobbyist vs enterprise versions)
  • Building ecosystem integrations to expand use cases

User Engagement:

  • Providing DM support for enterprise automation needs
  • Sharing real-world examples and case studies