ContactGraphWarm-path job search
You already know someone at your next job.
ContactGraph merges your phone contacts and LinkedIn connections into one searchable network — then finds open roles at companies where someone will actually answer your message.
Open source · Never contacts anyone · Export or delete anytime
Who do you know at…
stripe▍
- Sarah Kimex-coworker · phone + LinkedIn
Product Manager
- David MotaLinkedIn
Engineering Manager
- Priya Natarajanphone
Technical Recruiter
4 open roles at Stripe match “product manager” →
Two files in. A warm-path job list out.
01
Export two files
Phone contacts (.vcf) and LinkedIn connections (.csv). We walk you through both exports — about ten minutes, and you only do it once.
02
We enrich your network
Public web data fills in current employer, role, and industry — including for the people you haven't talked to in years.
03
Search what you couldn't before
By company, role, industry, or name. “Who do I know at Figma?” takes two seconds instead of an hour of scrolling.
04
See jobs with a warm path
Open roles at companies where you already know someone — so every application starts with an intro instead of a void.
Couldn’t I just search LinkedIn?
LinkedIn messaging is cold, weak outreach — it lands in an inbox full of recruiter spam, and most people never open it. Worse, your 1,000+ connections all look the same. Who would actually take your call, and who did you meet for two minutes at an event five years ago?
Job listings on LinkedIn are incomplete, too. Many companies never post their openings there at all.
ContactGraph focuses on your real contacts — people in your phone with numbers you can text today. You reach them directly, not through a platform they’ll ignore. And you see all open roles we find, wherever they’re posted, not just what’s on LinkedIn.
Built to be trusted with your contact list.
Your contacts are some of the most personal data you have. ContactGraph is designed so you don’t have to take its safety on faith.
Private by default
Your graph is visible only to you. ContactGraph never emails, messages, or notifies anyone in it — and never sells your data. Export or delete everything, anytime.
Open source
Don’t take our word for it. The entire codebase is on GitHub — read exactly what happens to your data, or run it yourself.
Free for personal use
No trial, no card, no paywall on the core product. Built for people mid-job-search, not against them.
When your network isn’t enough, borrow a friend’s.
Share graphs with trusted friends and search each other’s networks for second-degree intros. Laid off together? A whole cohort can pool their networks and job-hunt as one.
Ten minutes from now, you’ll know exactly who to ask.
Open source · Never contacts anyone · Export or delete anytime
ContactGraph also works as an MCP server for Claude, ChatGPT, and Gemini (see MCP setup) and with terminal agents (via skill.md).