# cleanjobdata-mcp

> cleanjobdata-mcp — jhgaylor-cleanjobdata-mcp. Use this tool when you need to interact with job-related data, such as searching for jobs, looking up companies, or suggesting locations, to streamline your recruitment or career development processes. It provides an interface for job searches, company lookups, location suggestions, and candidate profile prompts, accepting relevant queries as input and returning corresponding data as output. This tool is ideal for use cases involving job market research, talent acquisition, or career counseling.

Canonical page: https://skillsregistry.net/skills/jhgaylor-cleanjobdata-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jhgaylor-cleanjobdata-mcp

## Description

MCP server for interacting with the CleanJobData Job API, enabling job searches, company lookups, location suggestions, and candidate profile prompts.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/j7jlp55rvb)
- **Repository:** <https://github.com/jhgaylor/cleanjobdata-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": "jhgaylor-cleanjobdata-mcp"
    }
  }
}
```

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