A ranked list of job opportunities that align with the candidate's skills, salary expectations, and work preferences, facilitating targeted job searching.
The agent extracts the candidate's key skills, desired salary range, and workplace preferences. It then constructs a JSON payload for the POST /api/v1/jobs/match endpoint. The agent sends this request to the AI Dev Jobs MCP server and parses the response to identify the top-ranked jobs based on the match score. Before presenting results, the agent should verify that the candidate's input data is complete and accurate to ensure relevant matches.
- Category: Customer support
- Effect: Read-only
- MCP servers: AI Dev Jobs MCP (https://koskamo.com/explore/ai-dev-jobs-mcp)
- Source: API & MCP Documentation — AI Dev Jobs (https://aidevboard.com/docs)
- Source quote: "Recommended for agentic job search. Field Type Description skills required string[] Candidate skills (e.g., ["python", "llm", "pytorch"])"
- Playbook page: https://koskamo.com/explore/use-cases/match-candidate-profile-to-relevant-ai-jobs
Prompt: I am a software engineer with skills in Python, LLMs, and PyTorch. I am looking for remote senior-level positions with a minimum salary of $200,000. Please find the best matching jobs for me using the AI Dev Jobs MCP server.