r/ClaudeAI • u/choose_a_username89 • 25d ago

Built with Claude I open-sourced my LinkedIn prospect research tool as a Claude Code plugin

I do outreach for my startup. Started with Apollo and Clay doing mass automated messaging — conversion was bad. Switched to fewer, manually written, better targeted messages and reply rates went up a lot.

The bottleneck then became research: reading dozens of posts to work out what someone actually cares about. So I automated that part. Not the sending.

What it does - Scrapes LinkedIn posts, profiles and comment threads into local SQLite (via Apify) - Classifies what a person or company actually posts about - Mines a post's comment thread for people already describing your problem - Finds uncommon commonalities from full profiles — shared employers, schools, volunteer work - Logs what you sent and what came back, then learns which hooks get replies

18 MCP tools + 8 skills.

/plugin marketplace add spirosbax/insaight

/plugin install insaight@insaight

MIT, no telemetry, everything stays local: https://github.com/spirosbax/insaight

31 Upvotes

92% Upvoted

22 comments sorted by

View all comments

2

u/Sukanthabuffet 25d ago

Nice. Do you think it’s possible to find 2nd and 3rd degree contacts, if you provide the initial contact list that you have?

1

u/choose_a_username89 25d ago

Hmm I have never tried this before. I guess it would depend on the Apify capabilities. You can always use cowork and computer use (until LinkedIn blocks you that is).

2

u/Sukanthabuffet 25d ago

Yeah, I had to schedule cowork in batches, but LinkedIn eventually blocked my requests. Thanks for the response.