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Cclarity

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MCP connector that feeds your LinkedIn engagement data into Claude or ChatGPT, ranking engagers by ICP fit for outreach.

What it does

Cclarity is a LinkedIn MCP connector that pipes your LinkedIn engagement data into AI tools like Claude and ChatGPT. It surfaces the names, roles, and ICP fit of people who like, comment on, or view your posts, so your AI can rank warm leads, draft posts in your style, and flag connections that have gone quiet. It reads only, never automating actions.

Core features

MCP/CLI install for Claude, ChatGPT, Claude Code, Codex
ICP-fit ranking of post engagers
Names and roles behind likes, comments, and views
Post drafting from your top performers
Read-only, no automation

Best for

Find warm leads from post engagement
Draft posts modeled on what works
Re-engage warm connections gone quiet

Pricing

Founder
$29/mo
Standard
$49/mo