Powered by Hybrid AST + AI Verification

Understand Any GitHub Repository in Minutes

AI-powered repository auditing that analyzes architecture, maintainability, security, technical debt and code quality.

Please enter a valid GitHub repository URL (e.g. https://github.com/owner/repo)
View Sample Report

repository / name

https://github.com/...

Waking Server
0:00
elapsed
Files Scanned 0
AST Nodes Analysed 0
Patterns Matched 0
AI Checks Queued 0
Issues Found
Est. Time Remaining ~3 min
Initialising scan engine... 0%
Read-only Analysis
Public Repo Support
AI-powered Insights
No Code Modification
Fast Analysis
Developer Friendly

How It Works

Five simple phases to transform raw source code into high-level enterprise intelligence.

Step 1

Paste Repository

Provide a public GitHub repository link to fetch and target source files.

Step 2

Repository Parsing

AST parsing extracts components, dependencies, functions and classes.

Step 3

AI Analysis

Agentic models evaluate context, logic, security holes and code quality.

Step 4

Health Report

Receive a comprehensive report with a granular metrics breakdown.

Step 5

Actionable Roadmap

Direct remediation and design steps to scale quality and eliminate technical debt.

Comprehensive Repo Intelligence

RepoInspect does not just scan code; it understands your system's design, security posture, and lifecycle.

Vulnerability Analysis

Detects prompt injections, secrets exposure, RCE injection paths, and vulnerable third-party modules.

Architecture Review

Analyzes layers, class inheritance, structural design patterns, and cross-module boundaries.

Performance Audit

Pinpoints Vector DB bottlenecks, event-loop blocking synchronous methods, and memory hotspots.

Actionable Roadmap

Formulates remediation steps, difficulty scores, and technical debt recovery estimates.

And Much More...

Checks docstring coverage, complexity metrics, duplicate code blocks, and testability indicators.

Why RepoInspect?

Traditional static analysis flags variables blindly. RepoInspect's AST-aware taint maps and LLM self-correction logic work together to deliver actionable results.

Rather than evaluating pull requests in isolation, RepoInspect audits your entire repository's architecture to prevent system-wide issues.

  • Faster Developer Onboarding
  • Deep Codebase Mapping
  • Reduced Technical Debt
Traditional Review

Pull Request Scopes Only

  • Misses cross-file flow injections
  • Flood of false positives
  • No architectural mapping
RepoInspect AI

Global AST Taint Tracking

  • Traces variables cross-file
  • LLM-verified true positives
  • Automated dependency mapping

Interactive Forensic Insights

Get a C-Suite executive summary combined with deep AST tracing.

91

Repository Health Score

Overall rank: Excellent (Top 10%)

Architecture Stability 94%
Security Vulnerability Scan 88%
Performance Optimization 92%
Code Maintainability 95%
Technical Debt Score 89%
High Risk Insecure prompt formatting in LangChain memory logic

Tainted parameter flows directly to evaluation sink without validation.

Medium Risk Out-of-scope package references detected

Dependencies refer to deprecated libraries in package setup.

View Full Sample Report

Flexible Plans for Devs and Teams

No credit card required to audit your public projects. Simple local deployment options.

Free Tier

$0 / forever
  • 1 Public Repository / Day
  • Basic Summary & Score
  • Top Vulnerability Findings
  • Private Repository Support
  • AI Conversation Chat
Get Started

Pro License

$99 / lifetime access
  • Unlimited Public Audits
  • Local Model Support (Ollama/LM Studio)
  • Enterprise HTML/JSON Exports
  • AST-Aware GraphRAG Indexing
  • Zero-Config Local Embedding

Enterprise

Custom / coming soon
  • Organization Dashboard
  • Single Sign-On (SSO)
  • Team Member Access Policies
  • Historical Audit Tracking
  • Dedicated SLA Support

Frequently Asked Questions

Everything you need to know about the RepoInspect security and analysis parameters.

What repositories are supported?

We support any public or local git repository containing Python (native AST taint maps), JavaScript/TypeScript, Go, and Java (via custom Tree-sitter configurations).

Does RepoInspect modify my repository?

No. RepoInspect runs entirely in read-only mode. It parses source files into AST node objects and performs local vector embeddings. It never updates or commits code changes to your repository.

Are private repositories supported?

Yes, under the Pro license. By integrating your local Ollama or LM Studio models, you can run security scans on private codebases offline on your own hardware, guaranteeing zero data leakage.

How long does analysis take?

A typical codebase scan takes anywhere from 30 seconds to 3 minutes, depending on size, dependency depth, and whether you are using a local or cloud LLM.

Ready to Understand Your Repository?

Paste your repository link below and start auditing code in real-time.

Analyze Repository