# mcp-job-intel

> mcp-job-intel — jaideepdnaik-mcp-job-intel. Use this tool when you need to optimize job intelligence retrieval and candidate ranking, solving problems such as efficient job listing and candidate scoring. It takes job descriptions and candidate data as input and outputs ranked candidate scores, utilizing staged retrieval to minimize LLM context usage. Ideal for use cases requiring intelligent job matching and candidate evaluation.

Canonical page: https://skillsregistry.net/skills/jaideepdnaik-mcp-job-intel  
JSON: https://api.skillsregistry.net/v1/skills/jaideepdnaik-mcp-job-intel

## Description

This MCP server enables job intelligence retrieval and ranking, providing tools to list jobs, fetch details, access corpus statistics, and score candidates against job descriptions using staged retrieval to optimize LLM context usage.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/c2v653v7up)
- **Repository:** <https://github.com/jaideepdnaik/mcp-job-intel>

## 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": "jaideepdnaik-mcp-job-intel"
    }
  }
}
```

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