# MCP Job Matching Server

> Use this tool when you need to automate job matching and candidate evaluation, solving recruitment and staffing challenges by efficiently pairing candidates with job openings. It takes in candidate skills and job requirements as inputs and outputs weighted match scores, enabling AI agents to make informed decisions. Ideal for use in recruitment, staffing, and human resource management contexts.

Canonical page: https://skillsregistry.net/skills/nourelhoudaas-mcp-job-matching-server  
JSON: https://api.skillsregistry.net/v1/skills/nourelhoudaas-mcp-job-matching-server

## Description

An MCP server that enables AI agents to evaluate candidate-job fit by calculating weighted match scores based on skills and requirements.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/bvjdwkh8zn)
- **Repository:** <https://github.com/nourelhoudaas/mcp-job-matching-server>

## 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": "nourelhoudaas-mcp-job-matching-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nourelhoudaas-mcp-job-matching-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nourelhoudaas-mcp-job-matching-server/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