# Li Data Scraper MCP Server

> Use this tool when you need to extract valuable LinkedIn data, such as profile information, company details, and engagement metrics. It solves problems related to social media monitoring, market research, and lead generation by providing access to LinkedIn data through a scalable API. The tool accepts query inputs and returns structured data outputs, making it ideal for use cases that require large-scale LinkedIn data extraction and analysis.

Canonical page: https://skillsregistry.net/skills/bach-ai-tools-bachai-li-data-scraper  
JSON: https://api.skillsregistry.net/v1/skills/bach-ai-tools-bachai-li-data-scraper

## Description

Enables access to LinkedIn data through the Li Data Scraper API, supporting profile enrichment, company details, people search, post interactions, and activity tracking.

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/v4f13hfbiu)
- **Repository:** <https://github.com/BACH-AI-Tools/bachai-li-data-scraper>

## 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": "bach-ai-tools-bachai-li-data-scraper"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bach-ai-tools-bachai-li-data-scraper` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bach-ai-tools-bachai-li-data-scraper/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