# LinkedIn

> Use this tool when you need to access real-time LinkedIn business profile data for sales, recruitment, or market research purposes. It solves the problem of manual data scraping by providing a pay-per-use credit system with tiered pricing plans, integrating with popular no-code tools like Airtable, Zapier, and Google Sheets. With MCP Scrape, AI assistants can input search queries and receive structured business data as output, streamlining productivity and data extraction workflows.

Canonical page: https://skillsregistry.net/skills/mcpscrape-linkedin  
JSON: https://api.skillsregistry.net/v1/skills/mcpscrape-linkedin

## Description

MCP Scrape provides AI assistants with real-time access to LinkedIn business profile data through a pay-per-use credit system that integrates with popular no-code tools like Airtable, Zapier, and Google Sheets. The service offers tiered pricing plans starting at $10 with different parallel job limits, positioning itself as a specialized data extraction solution for sales teams, recruiters, and market researchers who need LinkedIn data without manual scraping. Built specifically for MCP-enabled chatbot interfaces, it emphasizes ease of use and productivity gains by combining AI assistance with structured business data access.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-04-25

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/mcpscrape-linkedin)

## 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": "mcpscrape-linkedin"
    }
  }
}
```

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

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