Hi all — I’m working on an open-source MCP server for HR and recruiting workflows and looking for feedback before I build the first tool.
The tool scores a candidate resume against a job description. You send two plain text inputs and get back a structured JSON response with:
• A 0–100 fit score
• Scores broken down by: skills match, years of experience, industry background, and education
• A strengths list and a gaps list (both as clean arrays)
• Recency weighting: experience from the last 10 years is weighted 19x higher than older experience
The idea is that you drop this into an n8n workflow as a single HTTP node and get instant candidate scoring without building the logic yourself.
For anyone running recruiting automation in n8n — is this something you’d use?
Would a hosted pay-per-call version work for you, or would you need to self-host?
Genuine feedback welcome — especially if this solves a problem you’ve already
tried to solve manually."
Describe the problem/error/question
What is the error message (if any)?
Please share your workflow
(Select the nodes on your canvas and use the keyboard shortcuts CMD+C/CTRL+C and CMD+V/CTRL+V to copy and paste the workflow.)
Share the output returned by the last node
Information on your n8n setup
- n8n version:
- Database (default: SQLite):
- n8n EXECUTIONS_PROCESS setting (default: own, main):
- Running n8n via (Docker, npm, n8n cloud, desktop app):
- Operating system: