# Linkedin Scrape

> Find LinkedIn profiles, posts, companies, and people. Use the LinkedIn MCP by default; use Apify for high-volume or contact-enrichment work.

- Skill: `alectivism/linkedin-scrape` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add alectivism/linkedin-scrape`
- Raw SKILL.md: https://api.skillmd.com/api/skills/alectivism/linkedin-scrape/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: alectivism (https://skillmd.com/u/alectivism)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/alectivism/linkedin-scrape

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# LinkedIn

Use the LinkedIn MCP for normal, small-batch research. Use Apify for large or recurring batches, verified email/phone enrichment, exact company-URL employee searches, or work that must avoid a personal LinkedIn session.

Keep MCP calls serialized, request only needed sections, and pace small batches. Confirm before messaging or connection requests.

- MCP connected: read `references/linkedin-mcp.md`.
- MCP unavailable, or Apify is the better fit: read `references/apify-fallback.md`.