Developer Toolkit★Star on GitHub

Find the repo.
Understand it.

Save hours of onboarding time. Three instruments, one workflow. RepoScout discovers and ranks repositories by intent and quality. Atlas explains the architecture. Map charts the full API surface — deterministically, without guesswork.

Analyze a repo →Scout repos
Works with
GitHubGitLabPythonTypeScriptGoRustJavaRubyPHPC#
01Discovery + ranking

RepoScout

Search GitHub and GitLab simultaneously. Get credibility scores, noise suppression, intent-aware ranking, and a TLDR — so you know which repo to actually use before spending hours reading it.

Quality scoreRelevance scoreNoise suppressedIntent-aware
Scout repos →→
02Deep analysis

Atlas

Paste a GitHub URL. Atlas fetches the repo tree, parses manifests, detects frameworks with deterministic heuristics, then generates an architecture diagram and dual plain-English summaries.

Mermaid diagramFramework detectionTechnicalNon-Technical
Analyze a repo →→
03API surface

Map

Paste a GitHub URL. Map detects the framework, selects targeted regex patterns, extracts every route, then uses Claude to group and describe the full API surface — no guessing required.

Framework-targetedGrouped endpointsAuth detectionLLM-described
Map the API →→
04Quality assessment

Review

Beta

Evidence-backed scoring across security, testing, reliability, and maintainability. Deterministic rules, static analysis adapters, anti-gaming detection, and depth-aware confidence labels.

ScorecardFindingsAnti-gamingDepth-aware
Review a repo →→

REPOSCOUT → ATLAS → MAP → REVIEW (Beta)

Sample outputgithub.com/vercel/next.js
CodebaseAtlas — Atlas Report

Architecture Diagram

flowchart TD

Browser --> NextApp

NextApp --> AppRouter

AppRouter --> ServerComponents

AppRouter --> APIRoutes

ServerComponents --> ReactCache

APIRoutes --> EdgeRuntime

Stack detected

Next.js 14React 18TypeScriptTurbopackEdge Runtime

Technical

•App Router as the core routing layer with full RSC support
•Turbopack replaces Webpack for sub-100ms HMR in dev
•Edge-compatible API routes via Next.js Route Handlers
•Streaming and Suspense boundaries throughout UI tree

Non-Technical

•The backbone framework powering most of today's React apps
•Production-grade — used by Fortune 500s and thousands of startups
•Demonstrates mastery of modern full-stack JavaScript architecture
How it works
01

Search

RepoScout scans GitHub and GitLab simultaneously, scores each result for quality and relevance, and surfaces the repos actually worth your time.

02

Analyze

Paste any public GitHub URL into Atlas. It fetches the file tree, parses manifests deterministically, then generates an architecture diagram and plain-English summaries.

03

Understand

Map charts every API endpoint. Review scores security, testing, and maintainability. Together they give you the full picture before you write a single line of code.

Tool 02

CodebaseAtlas

Try a sample repo

🗺️

Architecture diagram

Mermaid flowchart from real file structure, not guesswork.

🔍

Framework detection

Frontend, backend, database, infra, testing — from manifests.

👩‍💻

Technical

Entry points, responsibilities, dependencies, patterns.

🤝

Non-Technical

What the project does, skills demonstrated, complexity.