# JobScout MCP

> JobScout MCP — sarutobisasuke8-jobscout-mcp. Use this tool when you need to aggregate and standardize job listings from multiple sources, solving issues of data inconsistency and information overload. JobScout MCP takes in job listings from various providers, normalizes and deduplicates the data, and outputs a trustworthy and comprehensive set of job listings. Ideal for use cases requiring unbiased job discovery, such as career development, recruitment, or market research.

Canonical page: https://skillsregistry.net/skills/sarutobisasuke8-jobscout-mcp  
JSON: https://api.skillsregistry.net/v1/skills/sarutobisasuke8-jobscout-mcp

## Description

A privacy-first MCP server that searches, normalizes, and deduplicates job listings across multiple providers, enabling trustworthy discovery without scoring or applying.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cfl6f93pvv)
- **Repository:** <https://github.com/SarutobiSasuke8/jobscout-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": "sarutobisasuke8-jobscout-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/sarutobisasuke8-jobscout-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/sarutobisasuke8-jobscout-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