# career-scout-mcp

> Use this tool when you need to augment job search processes with AI-driven scoring, solving problems such as matching candidates with relevant job openings and streamlining recruitment pipelines. It takes in job descriptions and candidate profiles as inputs and outputs scored matches, facilitating data-driven hiring decisions. Ideal for use in talent acquisition and recruitment contexts where data-driven insights can enhance the job search experience.

Canonical page: https://skillsregistry.net/skills/stestojadinovic-career-scout-mcp  
JSON: https://api.skillsregistry.net/v1/skills/stestojadinovic-career-scout-mcp

## Description

A production-grade MCP server demonstrating the wrapping pattern for AI-augmented data pipelines, specifically a job-search scoring pipeline.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/yyiofs6j7t)
- **Repository:** <https://github.com/stestojadinovic/career-scout-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": "stestojadinovic-career-scout-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/stestojadinovic-career-scout-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/stestojadinovic-career-scout-mcp/pull`

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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