# mcp-autopilot-jobhunt

> Use this tool when you need to streamline your job search by automatically scanning company career pages and matching job openings to your resume. It solves problems of manual job searching and application tailoring, providing a scored list of top job matches and generating customized cover letters and resume bullets. The tool takes your resume as input and outputs a list of matching job openings with scores, cover letters, and resume bullets, exportable to CSV.

Canonical page: https://skillsregistry.net/skills/tarunlnmiit-autopilot-jobhunt  
JSON: https://api.skillsregistry.net/v1/skills/tarunlnmiit-autopilot-jobhunt

## Description

Scans 130+ company careers pages and scores every role against your resume with an LLM (0–100), surfacing top matches. Drafts tailored cover letters and resume bullets for any job on demand, and exports scan results to CSV.

## Trust

- **Trust score (0–1):** 0.63
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/f17n1r54v2)
- **Repository:** <https://github.com/tarunlnmiit/autopilot-jobhunt>

## 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": "tarunlnmiit-autopilot-jobhunt"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tarunlnmiit-autopilot-jobhunt` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tarunlnmiit-autopilot-jobhunt/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