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Free Developer Tool

What's your repo's intent score?

Paste any GitHub repo and get a 0-100 score based on real evaluator activity over the last 30 days.

Scans recent public GitHub activity. Results are cached for fast repeat checks.

How it works

01

Scan recent activity

Paste a public repo. The tool checks public GitHub signals that show whether developers are actively evaluating it.

02

Weight intent signals

Forks, issues, freshness, and repo momentum matter more than passive awareness. Stars are useful, but they are not the whole story.

03

Read the score

Use the 0-100 score as a first-pass signal. High scores mean the repo deserves closer monitoring and contact discovery.

What the score means

70+

High intent

Strong public activity. This is a good candidate for deeper account research and developer contact discovery.

40-69

Moderate intent

There is visible activity, but it needs context from company fit, category overlap, and recent events.

<40

Low signal

Mostly passive or stale public signal. Track it if the repo is strategic, but avoid over-prioritizing it.

Frequently asked questions

What data powers the score?

The Astro tool currently uses public GitHub API data as a lightweight landing-page proxy. LeadCognition’s product scoring goes deeper with monitored repo activity and enriched lead context.

Why does the free tool not show every evaluator?

The free tool shows whether the repo has visible signal. LeadCognition is where you unlock names, companies, verified contact paths, and outreach context.

Ready when you are

Start with developers already showing intent.

Create a free workspace, browse public signal, and unlock contacts only when the account is worth pursuing.