Rolescout
Let your agent find your next job
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Chitransh Gupta

Rolescout - Let your agent find your next job

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Job searching across multiple platforms is time consuming and repetitive. Rolescout automates the process by scanning major ATS and job boards, then delivers matched roles in one place through a clean, intuitive UI with easy CSV export. You can also connect it to your AI apps or agents to search in natural language, refine results by role and recency, or build workflows to auto-apply for jobs.

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Chitransh Gupta
Maker
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šŸ‘‹ Hey Product Hunt! I'm Chitransh. I love building tools that solve real problems for me and the people around me. A lot of my friends have been looking for new roles. One process that I saw someone trying was searching on Google with role keywords, then opening links and saving them in an Excel sheet. I thought, OK, this can be automated and there should be a better and easier way to do this. I started with a simple script to fetch relevant jobs based on keywords. That quickly evolved into a clean, intuitive UI where anyone can search once across 30+ ATS platforms and job boards, then export the results effortlessly. While building it, I thought: what if I could just tell my Claude to use this and find jobs for me? That led me to ship a public MCP server for Rolescout, making it easy for agents to plug in and power automated job application workflows. What Rolescout offers: - Unified Search: One search across 30+ ATS platforms and job boards - Powerful Query Controls: Multi-role OR search, include/exclude filters, title-only mode, and date ranges - Streaming Results: Jobs appear as each platform responds - Cleaner Results: Deduplication and active/expired link validation - Workflow-Ready: CSV export, saved presets, shareable searches, and one-click reruns - Agent-Ready: Public MCP server (rolescout-mcp) with tools like search_jobs, list_platforms, and validate_links with rich metadata If you're job hunting or building AI agent workflows, Iā€™d love your honest feedback about what can be added or improved.
abhi v.

It's very taxing to look for a job across sooo many platform, try different searches multiple times on google and what not. this tool reduces the burden to find openings'.

Chitransh Gupta
Maker

@abhi_v_Ā Thanks!
Yes, I hope Rolescout helps in reducing that frustration :)

Sudutt Harne

I really liked the filters in the search. While we can search for roles, often times the initial search result has caveats that are missed. A secondary filter works really great to that intent!

Chitransh Gupta
Maker

@harne_sudutt11Ā Thanks!

It took me some trial and error to figure out what filters to add so that the job results are more accurate. Glad you liked them :D

Rushikesh Sawarkar

This is a lifesaver! Last year I spent so many hours just trying to find relevant roles and applying to them. Having the ability to have them all in a single place is gold. Thanks for this!

Any plans to add resume tailoring based on the roles and descriptions fetched?

Chitransh Gupta
Maker

@rushikesh_sawarkar1Ā So nice to hear this :)) I hope this helps in making the job hunting process a bit less time consuming.

Regarding the resume tailoring feature, you can use Rolescout MCP to connect with an AI assistant like Claude and have it tailor your resume for you. These assistants usually have enough context about your background to make meaningful, well targeted improvements.

I will add a resources section with a quick guide or ready to use prompts to make this easier.