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Evidence standard

Public activity is context, not a hiring decision. Missing evidence stays missing.

Basic mode — no token
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Candidate evaluation

Find and evaluate software engineers on GitHub

Turn public engineering activity into a structured, evidence-based candidate report.

Data stays in this browser
03Sourcing routes
02Evidence modes
FreeNo subscription
Deep analysis
github.com/
Match against a role — paste LinkedIn text + a job description clear saved JD
Basic (no token): public repos, ~60/hr. Deep (with token): byte-level languages · real commits · private counts · heatmap · 5000/hr. Token, saved JD, and pasted text stay in your browser only.
Guide / 01

How to use GitHub Scout

Set it up once, then search and evaluate technical candidates using public GitHub evidence.

STEP 01

Open the tool

Open GitHub Scout in your browser. Basic mode works immediately without an account or token.

STEP 02

Use your GitHub account

Sign in to your existing GitHub account, or create a free account if you do not have one.

STEP 03

Create an access token

In GitHub, open Settings → Developer settings → Personal access tokens → Fine-grained tokens → Generate new token. Choose an expiration and keep permissions read-only. Read GitHub's token guide.

STEP 04

Paste the token

Paste it into the “GitHub token” field above. This unlocks deep analysis and raises GitHub's search allowance to approximately 5,000 authenticated requests per hour.

STEP 05

Start scouting

You are ready. Evaluate a username, find candidates by stack and location, or build a shortlist—free of charge.

STEP 06

Keep your token private

Never email or share your token. Use “remember on this device” only on a trusted computer, and revoke the token from GitHub whenever you no longer need it.

Thanks for using GitHub Scout. Suggestions and questions are welcome.shahzad.muzzamil@gmail.com

Candidate sourcing based on public engineering evidence

Resumes and LinkedIn profiles show what a candidate says they can do. GitHub Scout adds another layer: what their public code, repositories, contributions, languages, and collaboration history demonstrate. Use it as a focused research assistant during technical sourcing—not as a replacement for interviews or human judgment.

Find developer candidates

Search GitHub users by language, location, public repositories, followers, and profile keywords, or explore contributors to a repository or organization.

Evaluate GitHub profiles

Review activity, original repositories, language depth, collaboration, project traction, skills, recency, and other visible technical signals.

Match candidates to a role

Paste a job description to separate skills proven in public code from skills claimed in supplied profile text and gaps that need interview validation.

How GitHub Scout works

Search or enter a username

Find relevant developers or paste a known GitHub username into the evaluator.

Add role context

Optionally paste the job description and candidate profile text for a role-specific comparison.

Review the evidence

Use the report, caveats, and shortlist tools to decide who deserves deeper human review.

Designed for responsible technical recruiting

Public GitHub activity is incomplete by nature. Many excellent engineers work mainly in private repositories, use different accounts, or contribute outside GitHub. Treat a thin public profile as missing evidence—not proof of weak ability. Validate every hiring decision through structured interviews, work samples, references, and role-relevant assessment.

Frequently asked questions

What is GitHub Scout?

GitHub Scout is a free candidate sourcing and developer profile evaluation tool. It helps recruiters interpret public GitHub signals and compare them with a job description.

What signals does it evaluate?

Depending on the available public data and mode, GitHub Scout reviews repositories, languages, recent activity, original work, stars, collaboration, contribution history, and role-relevant skills.

Does a low score mean someone is a weak engineer?

No. The score summarizes visible public evidence only. Private work, company code, offline projects, and unlisted experience are not observable and must not be treated as negative evidence.

Is my GitHub token stored on a server?

No. The token, saved job description, and pasted text stay in your browser. Only enable “remember token” on a device you trust.

Is this an official GitHub product?

No. GitHub Scout is an independent recruiting tool and is not affiliated with or endorsed by GitHub.