# gupy-candidate-mcp

> gupy-candidate-mcp — leonardobora-gupy-candidate-mcp. Use this tool when you need to convert unstructured job listings into actionable data, analyze candidate fit, and generate preparation templates for AI-driven job applications. It solves problems of data inconsistency and candidate mismatch by providing structured data and insightful analysis. The tool takes in Gupy job listings as input and outputs structured data, candidate fit analysis, and preparation templates for AI clients.

Canonical page: https://skillsregistry.net/skills/leonardobora-gupy-candidate-mcp  
JSON: https://api.skillsregistry.net/v1/skills/leonardobora-gupy-candidate-mcp

## Description

MCP server that converts Gupy job listings into structured data, candidate fit analysis, and preparation templates for AI clients, enabling candidates to better understand and apply to jobs with AI assistance.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/axor1uaaob)
- **Repository:** <https://github.com/leonardobora/gupy-candidate-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "leonardobora-gupy-candidate-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/leonardobora-gupy-candidate-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/leonardobora-gupy-candidate-mcp/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt