# LinkedIn Profile Scraper MCP Server

> Use this tool when you need to extract LinkedIn profile information in a structured format, solving data collection and research challenges by retrieving public profile data. It takes a LinkedIn profile URL as input and outputs profile data in JSON format, making it easy to integrate into various applications. Ideal for use cases requiring automated data collection, such as market research, lead generation, or talent acquisition.

Canonical page: https://skillsregistry.net/skills/ayesha0300-linkedin-profile-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ayesha0300-linkedin-profile-mcp

## Description

MCP server that fetches LinkedIn profile information using the Fresh LinkedIn Profile Data API, allowing users to retrieve profile data in JSON format by providing a LinkedIn profile URL.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vlktyv152j)
- **Repository:** <https://github.com/Ayesha0300/linkedin-profile-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": "ayesha0300-linkedin-profile-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ayesha0300-linkedin-profile-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ayesha0300-linkedin-profile-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